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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
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```
# GitHub Actions CI
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To re-run CI remove and add the label again.
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**PR Type**:
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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(line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:40:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:219:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:224:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:235:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:253:0: C0115: Missing class docstring (missing-class-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:267:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:272:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.20/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"This PR was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-12-06T14:27:45 | 2025-01-01T02:03:31 | 2025-01-01T02:03:30 | COLLABORATOR | {
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
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# Before your PR is "Ready for review"
**Pre checks**:
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- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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} | # What does this PR do ?
Updating tiktoken tokenizer to support more special tokens (e.g., <pad>, <cls>, or <extra_id_0>, <extra_id_1>,...) which are used by models such as T5.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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The following annotations have been identified:\n\n```\n************* Module nemo.collections.common.tokenizers.tiktoken_tokenizer\nnemo/collections/common/tokenizers/tiktoken_tokenizer.py:65:0: C0301: Line too long (270/119) (line-too-long)\nnemo/collections/common/tokenizers/tiktoken_tokenizer.py:275:0: C0301: Line too long (209/119) (line-too-long)\nnemo/collections/common/tokenizers/tiktoken_tokenizer.py:149:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/tiktoken_tokenizer.py:163:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/tiktoken_tokenizer.py:214:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/tiktoken_tokenizer.py:218:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/tiktoken_tokenizer.py:222:4: C0116: Missing function or 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(missing-function-docstring)\nnemo/collections/common/tokenizers/tiktoken_tokenizer.py:254:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/tiktoken_tokenizer.py:282:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.t5.model.t5\nnemo/collections/llm/t5/model/t5.py:45:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:98:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:111:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:123:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:135:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:143:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/t5/model/t5.py:174:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:229:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/t5/model/t5.py:238:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/t5/model/t5.py:246:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/t5/model/t5.py:264:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:268:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:291:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:294:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:297:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:301:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:306:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:327:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:334:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:37:4: W0611: Unused import transformer_engine (unused-import)\n************* Module nemo.collections.nlp.modules.common.tokenizer_utils\nnemo/collections/nlp/modules/common/tokenizer_utils.py:73:0: C0301: Line too long (199/119) (line-too-long)\nnemo/collections/nlp/modules/common/tokenizer_utils.py:96:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/nlp/modules/common/tokenizer_utils.py:131:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/nlp/modules/common/tokenizer_utils.py:225:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/nlp/modules/common/tokenizer_utils.py:42:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module scripts.llm.t5_generate\nscripts/llm/t5_generate.py:15:0: C0301: Line too long (128/119) (line-too-long)\nscripts/llm/t5_generate.py:26:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.05/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"This PR was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-12-06T06:45:55 | 2024-12-29T02:04:01 | 2024-12-29T02:04:01 | COLLABORATOR | {
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
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To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
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**PR Type**:
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- [ ] Bugfix
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
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"[π€]: Hi @ko3n1g π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12190479871) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
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} | π PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=bd677bfb13ac2f19deaa927adc6da6f9201d66aa`.
π Please remember the following to-do's before merge:
- [ ] Verify the presubmit CI
π Please merge this PR only if the CI workflow completed successfully. | {
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"added a unit test. This is the necessary test to ensure the forward pass of Transformer class succeed. \r\n\r\nThe multiple conditions from difference encoders failed the tests (`test_forward_causal_self_attn_and_has_xattn`). It seems a list of tensors are not supported. @paarthneekhara could you pls verify?\r\n\r\npls run `pytest -s -vvv tests/collections/tts/modules/test_tts_new_transformer.py` locally to test the code.",
"<!-- pylint-output-strict-mode-true -->\n\nbeep boop π€: π¨ The following files must be fixed before merge!\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.tts.modules.transformer_2412\nnemo/collections/tts/modules/transformer_2412.py:26:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/transformer_2412.py:85:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/transformer_2412.py:94:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/transformer_2412.py:138:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/transformer_2412.py:171:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/transformer_2412.py:191:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/transformer_2412.py:195:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/transformer_2412.py:280:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/transformer_2412.py:340:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/transformer_2412.py:398:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/transformer_2412.py:471:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/transformer_2412.py:535:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/transformer_2412.py:626:4: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.47/10\n```\n\n---\n\nMitigation guide:\n\n* Add sensible and useful docstrings to functions and methods\n* For trivial methods like getter/setters, consider adding `# pylint: disable=C0116` inside the function itself\n* To disable multiple functions/methods at once, put a `# pylint: disable=C0116` before the first and a `# pylint: enable=C0116` after the last.\n\nBy applying these rules, we reduce the occurance of this message in future.\n\nThank you for improving NeMo's documentation!",
"@XuesongYang We need to pass `multi_encoder_mapping` to the forward function as well for multi-encoder case. I have updated the test case with some comments (that still need to be incorporated) and fixes. Also corrected the `x = (x + x_) * x_mask.unsqueeze(-1)` bug which I believe was inserted when the mask was flipped. \r\n\r\nFYI, I tested this new transformer code training and inference with t5tts locally, and it seems to be working fine. Also for a fixed set of weights, the transformer implementation in `experimentalt5tts` and this branch, give the same output, so I think we should be good. "
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"<!-- pylint-output-strict-mode-true -->\n\nbeep boop π€: π¨ The following files must be fixed before merge!\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module t5tts\nexamples/tts/t5tts.py:24:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.tts.data.text_to_speech_dataset_lhotse\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:181:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:192:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:202:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:239:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:244:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:265:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:269:0: C0301: Line too long (144/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:281:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:32:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:316:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:15:0: W0611: Unused import copy (unused-import)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:16:0: W0611: Unused Path imported from pathlib (unused-import)\nnemo/collections/tts/data/text_to_speech_dataset_lhotse.py:24:0: W0611: Unused OmegaConf imported from omegaconf.omegaconf (unused-import)\n************* Module nemo.collections.tts.models.t5tts\nnemo/collections/tts/models/t5tts.py:135:0: C0301: Line too long (147/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:142:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:160:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:170:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:175:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:178:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:199:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:267:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:268:0: C0301: Line too long (160/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:380:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:396:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:407:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:455:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:461:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:462:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:475:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:509:0: C0301: Line too long (158/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:518:0: C0301: Line too long (207/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:521:0: C0301: Line too long (204/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:524:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:525:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:533:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:537:0: C0301: Line too long (154/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:550:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:620:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:622:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:636:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:637:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:639:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:640:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:642:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:643:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:645:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:674:0: C0301: Line too long (165/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:675:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:729:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:730:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:732:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:733:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:747:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:748:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:749:0: C0301: Line too long (186/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:755:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:764:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:776:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:786:0: C0301: Line too long (158/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:787:0: C0301: Line too long (193/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:794:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:795:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:819:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:820:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:850:0: C0301: Line too long (172/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:892:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:899:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:913:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:933:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:948:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:964:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:966:0: C0301: Line too long (188/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:990:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1046:0: C0301: Line too long (172/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1064:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1068:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1097:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1130:0: C0301: Line too long (154/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1131:0: C0301: Line too long (176/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1134:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1159:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1160:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1161:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1162:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1163:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1165:0: C0301: Line too long (163/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1170:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1181:0: C0301: Line too long (206/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1200:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1202:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1237:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1238:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1240:0: C0301: Line too long (165/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:1241:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/tts/models/t5tts.py:57:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:87:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:101:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/models/t5tts.py:213:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:217:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:228:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:241:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:253:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:278:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:292:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:305:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:315:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:340:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:353:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:372:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:390:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:407:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:442:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:458:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:468:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:575:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:606:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:696:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:712:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:744:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:847:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:879:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:1021:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:1100:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/models/t5tts.py:1211:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/t5tts.py:15:0: W0611: Unused ceil imported from math (unused-import)\nnemo/collections/tts/models/t5tts.py:17:0: W0611: Unused import omegaconf (unused-import)\nnemo/collections/tts/models/t5tts.py:43:0: W0611: Unused OmegaConf imported from omegaconf (unused-import)\nnemo/collections/tts/models/t5tts.py:52:4: W0611: Unused import wandb (unused-import)\n************* Module nemo.collections.tts.modules.t5tts_perceiver\nnemo/collections/tts/modules/t5tts_perceiver.py:1:0: C0301: Line too long (167/119) (line-too-long)\nnemo/collections/tts/modules/t5tts_perceiver.py:2:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/tts/modules/t5tts_perceiver.py:14:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:18:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:37:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:68:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:76:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:154:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:158:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:162:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:168:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:177:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:190:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:200:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:205:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:206:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:211:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:225:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:265:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:279:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_perceiver.py:305:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.tts.modules.t5tts_transformer\nnemo/collections/tts/modules/t5tts_transformer.py:639:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/modules/t5tts_transformer.py:641:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/tts/modules/t5tts_transformer.py:26:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:35:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:44:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:75:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:123:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:133:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:155:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:206:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:217:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:223:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:277:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:403:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:473:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:577:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:621:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/t5tts_transformer.py:682:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.t5tts.codec_extraction\nscripts/t5tts/codec_extraction.py:132:0: C0301: Line too long (122/119) (line-too-long)\nscripts/t5tts/codec_extraction.py:136:0: C0301: Line too long (137/119) (line-too-long)\nscripts/t5tts/codec_extraction.py:165:0: C0301: Line too long (170/119) (line-too-long)\nscripts/t5tts/codec_extraction.py:13:0: C0115: Missing class docstring (missing-class-docstring)\nscripts/t5tts/codec_extraction.py:35:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/codec_extraction.py:59:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/codec_extraction.py:82:0: C0115: Missing class docstring (missing-class-docstring)\nscripts/t5tts/codec_extraction.py:88:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/codec_extraction.py:93:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/codec_extraction.py:101:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/codec_extraction.py:111:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/codec_extraction.py:121:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/codec_extraction.py:140:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.t5tts.dpo.create_preference_pairs\nscripts/t5tts/dpo/create_preference_pairs.py:7:0: C0301: Line too long (136/119) (line-too-long)\nscripts/t5tts/dpo/create_preference_pairs.py:71:0: C0301: Line too long (162/119) (line-too-long)\nscripts/t5tts/dpo/create_preference_pairs.py:97:0: C0301: Line too long (152/119) (line-too-long)\nscripts/t5tts/dpo/create_preference_pairs.py:119:0: C0301: Line too long (167/119) (line-too-long)\nscripts/t5tts/dpo/create_preference_pairs.py:14:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/dpo/create_preference_pairs.py:22:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/dpo/create_preference_pairs.py:28:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/dpo/create_preference_pairs.py:50:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/dpo/create_preference_pairs.py:85:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.t5tts.dpo.create_text_contextpairs\nscripts/t5tts/dpo/create_text_contextpairs.py:26:0: C0301: Line too long (222/119) (line-too-long)\nscripts/t5tts/dpo/create_text_contextpairs.py:42:0: C0301: Line too long (120/119) (line-too-long)\nscripts/t5tts/dpo/create_text_contextpairs.py:67:0: C0301: Line too long (147/119) (line-too-long)\nscripts/t5tts/dpo/create_text_contextpairs.py:79:0: C0301: Line too long (139/119) (line-too-long)\nscripts/t5tts/dpo/create_text_contextpairs.py:89:0: C0301: Line too long (123/119) (line-too-long)\nscripts/t5tts/dpo/create_text_contextpairs.py:6:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/dpo/create_text_contextpairs.py:91:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/dpo/create_text_contextpairs.py:106:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.t5tts.evaluate_generated_audio\nscripts/t5tts/evaluate_generated_audio.py:18:0: C0301: Line too long (149/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:78:0: C0301: Line too long (126/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:119:0: C0301: Line too long (124/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:121:0: C0301: Line too long (124/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:122:0: C0301: Line too long (128/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:123:0: C0301: Line too long (154/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:127:0: C0301: Line too long (138/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:129:0: C0301: Line too long (138/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:130:0: C0301: Line too long (134/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:132:0: C0301: Line too long (168/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:133:0: C0301: Line too long (164/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:155:0: C0301: Line too long (165/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:167:0: C0301: Line too long (120/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:169:0: C0301: Line too long (122/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:171:0: C0301: Line too long (132/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:172:0: C0301: Line too long (142/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:173:0: C0301: Line too long (138/119) (line-too-long)\nscripts/t5tts/evaluate_generated_audio.py:24:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/evaluate_generated_audio.py:34:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/evaluate_generated_audio.py:43:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/evaluate_generated_audio.py:61:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/evaluate_generated_audio.py:179:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.t5tts.infer_and_evaluate\nscripts/t5tts/infer_and_evaluate.py:16:0: C0301: Line too long (177/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:21:0: C0301: Line too long (190/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:54:0: C0301: Line too long (151/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:71:0: C0301: Line too long (129/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:116:0: C0301: Line too long (131/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:138:0: C0301: Line too long (188/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:164:0: C0301: Line too long (268/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:166:0: C0301: Line too long (399/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:169:0: C0301: Line too long (264/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:174:0: C0301: Line too long (264/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:176:0: C0301: Line too long (475/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:183:0: C0301: Line too long (232/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:184:0: C0301: Line too long (237/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:188:0: C0301: Line too long (174/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:190:0: C0301: Line too long (140/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:206:0: C0301: Line too long (125/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:226:0: C0301: Line too long (195/119) (line-too-long)\nscripts/t5tts/infer_and_evaluate.py:42:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/infer_and_evaluate.py:54:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/t5tts/infer_and_evaluate.py:181:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.tts_dataset_to_lhotse.create_shars\nscripts/tts_dataset_to_lhotse/create_shars.py:54:0: C0301: Line too long (124/119) (line-too-long)\nscripts/tts_dataset_to_lhotse/create_shars.py:133:0: C0301: Line too long (155/119) (line-too-long)\nscripts/tts_dataset_to_lhotse/create_shars.py:22:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/tts_dataset_to_lhotse/create_shars.py:28:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/tts_dataset_to_lhotse/create_shars.py:128:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/tts_dataset_to_lhotse/create_shars.py:5:0: W0611: Unused import shutil (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:6:0: W0611: Unused import csv (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:7:0: W0611: Unused soundfile imported as sf (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:9:0: W0611: Unused import librosa (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:10:0: W0611: Unused import torch (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:11:0: W0611: Unused numpy imported as np (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:13:0: W0611: Unused pyplot imported from matplotlib as plt (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:15:0: W0611: Unused AudioSource imported from lhotse (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:16:0: W0611: Unused Cut imported from lhotse.cut.base (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:17:0: W0611: Unused Features imported from lhotse.features.base (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:17:0: W0611: Unused FeatureSet imported from lhotse.features.base (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:18:0: W0611: Unused TemporalArray imported from lhotse.array (unused-import)\nscripts/tts_dataset_to_lhotse/create_shars.py:18:0: W0611: Unused Array imported from lhotse.array (unused-import)\n\n-----------------------------------\nYour code has been rated at 8.89/10\n```\n\n---\n\nMitigation guide:\n\n* Add sensible and useful docstrings to functions and methods\n* For trivial methods like getter/setters, consider adding `# pylint: disable=C0116` inside the function itself\n* To disable multiple functions/methods at once, put a `# pylint: disable=C0116` before the first and a `# pylint: enable=C0116` after the last.\n\nBy applying these rules, we reduce the occurance of this message in future.\n\nThank you for improving NeMo's documentation!",
"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.common.tokenizers.text_to_speech.tts_tokenizers\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:59:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:480:0: C0301: Line too long (147/119) (line-too-long)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:563:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:574:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:804:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:892:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:947:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:1003:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:41:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:95:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:175:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:207:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:244:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:282:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:316:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:350:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:378:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:449:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:520:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:669:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:680:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:843:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:853:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:970:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:1078:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:1110:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/text_to_speech/tts_tokenizers.py:1115:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.tts.data.text_to_speech_dataset\nnemo/collections/tts/data/text_to_speech_dataset.py:75:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:374:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:438:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:449:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:450:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:458:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:475:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:479:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:480:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:486:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:497:0: C0301: Line too long (150/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:524:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:539:0: C0301: Line too long (144/119) (line-too-long)\nnemo/collections/tts/data/text_to_speech_dataset.py:45:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/data/text_to_speech_dataset.py:54:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/data/text_to_speech_dataset.py:149:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/data/text_to_speech_dataset.py:318:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/data/text_to_speech_dataset.py:379:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/data/text_to_speech_dataset.py:684:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/data/text_to_speech_dataset.py:29:0: W0611: Unused BetaBinomialInterpolator imported from nemo.collections.tts.parts.utils.tts_dataset_utils (unused-import)\n************* Module nemo.collections.tts.g2p.models.i18n_ipa\nnemo/collections/tts/g2p/models/i18n_ipa.py:68:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/g2p/models/i18n_ipa.py:91:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/g2p/models/i18n_ipa.py:92:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/g2p/models/i18n_ipa.py:379:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/g2p/models/i18n_ipa.py:383:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/g2p/models/i18n_ipa.py:35:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/g2p/models/i18n_ipa.py:343:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.tts.g2p.models.zh_cn_pinyin\nnemo/collections/tts/g2p/models/zh_cn_pinyin.py:41:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/g2p/models/zh_cn_pinyin.py:64:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/tts/g2p/models/zh_cn_pinyin.py:127:0: C0301: Line too long (182/119) (line-too-long)\nnemo/collections/tts/g2p/models/zh_cn_pinyin.py:181:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/tts/g2p/models/zh_cn_pinyin.py:25:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.tts.models.audio_codec\nnemo/collections/tts/models/audio_codec.py:71:0: C0301: Line too long (169/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:161:0: C0301: Line too long (142/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:162:0: C0301: Line too long (150/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:186:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:189:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:231:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:339:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:687:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:747:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:748:0: C0301: Line too long (172/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:754:0: C0301: Line too long (141/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:755:0: C0301: Line too long (171/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:761:0: C0301: Line too long (141/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:762:0: C0301: Line too long (171/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:768:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:769:0: C0301: Line too long (180/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:775:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:776:0: C0301: Line too long (180/119) (line-too-long)\nnemo/collections/tts/models/audio_codec.py:49:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/models/audio_codec.py:183:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/audio_codec.py:443:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/audio_codec.py:547:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/audio_codec.py:550:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/audio_codec.py:599:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/audio_codec.py:658:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/audio_codec.py:714:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/models/audio_codec.py:721:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.tts.modules.audio_codec_modules\nnemo/collections/tts/modules/audio_codec_modules.py:417:0: R0022: Useless option value for 'disable', 'R0201' was moved to an optional extension, see https://pylint.readthedocs.io/en/latest/whatsnew/2/2.14/summary.html#removed-checkers. (useless-option-value)\nnemo/collections/tts/modules/audio_codec_modules.py:177:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:182:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:189:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:219:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:302:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:600:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1299:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1315:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1378:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1383:0: C0301: Line too long (137/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1514:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1516:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1519:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1521:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1557:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1611:0: C0301: Line too long (162/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1616:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1678:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1713:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1795:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1830:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1918:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1932:0: C0301: Line too long (176/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:1948:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:2042:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:2056:0: C0301: Line too long (177/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:2071:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:2202:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:2217:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/tts/modules/audio_codec_modules.py:61:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:65:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:70:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:74:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:80:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:85:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:169:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:186:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:193:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:238:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:244:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:250:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:261:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:268:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:282:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:401:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:418:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:470:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:483:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:515:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:553:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:560:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:563:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:617:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:653:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:666:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:704:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:708:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:714:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:743:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:747:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:753:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:788:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:792:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:836:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:892:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:947:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:989:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1020:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1069:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1113:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1128:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1145:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1156:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1169:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1275:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1523:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1536:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1575:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1591:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1621:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1637:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1729:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1738:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1846:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1855:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1970:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:1978:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:2093:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:2101:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:2167:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:2219:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:2237:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:2261:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:2279:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:2308:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:2319:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/audio_codec_modules.py:2338:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.tts.modules.common\nnemo/collections/tts/modules/common.py:224:0: C0301: Line too long (142/119) (line-too-long)\nnemo/collections/tts/modules/common.py:298:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:305:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/common.py:309:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:313:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/common.py:321:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:327:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/common.py:346:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:351:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:357:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:372:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:379:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/common.py:423:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:435:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:452:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/common.py:472:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:510:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:528:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/common.py:572:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:638:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:660:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/common.py:709:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:718:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:726:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:756:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/common.py:804:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:851:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/common.py:904:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:945:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/modules/common.py:973:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/tts/modules/common.py:1052:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.tts.parts.utils.tts_dataset_utils\nnemo/collections/tts/parts/utils/tts_dataset_utils.py:87:0: C0301: Line too long (141/119) (line-too-long)\nnemo/collections/tts/parts/utils/tts_dataset_utils.py:88:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/tts/parts/utils/tts_dataset_utils.py:98:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/parts/utils/tts_dataset_utils.py:110:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/parts/utils/tts_dataset_utils.py:141:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/parts/utils/tts_dataset_utils.py:145:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/parts/utils/tts_dataset_utils.py:149:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/parts/utils/tts_dataset_utils.py:153:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/tts/parts/utils/tts_dataset_utils.py:163:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.utils.exp_manager\nnemo/utils/exp_manager.py:353:0: C0301: Line too long (120/119) (line-too-long)\nnemo/utils/exp_manager.py:378:0: C0301: Line too long (124/119) (line-too-long)\nnemo/utils/exp_manager.py:382:0: C0301: Line too long (122/119) (line-too-long)\nnemo/utils/exp_manager.py:387:0: C0301: Line too long (127/119) (line-too-long)\nnemo/utils/exp_manager.py:401:0: C0301: Line too long (120/119) (line-too-long)\nnemo/utils/exp_manager.py:408:0: C0301: Line too long (120/119) (line-too-long)\nnemo/utils/exp_manager.py:409:0: C0301: Line too long (126/119) (line-too-long)\nnemo/utils/exp_manager.py:411:0: C0301: Line too long (136/119) (line-too-long)\nnemo/utils/exp_manager.py:413:0: C0301: Line too long (139/119) (line-too-long)\nnemo/utils/exp_manager.py:423:0: C0301: Line too long (123/119) (line-too-long)\nnemo/utils/exp_manager.py:424:0: C0301: Line too long (128/119) (line-too-long)\nnemo/utils/exp_manager.py:425:0: C0301: Line too long (132/119) (line-too-long)\nnemo/utils/exp_manager.py:426:0: C0301: Line too long (127/119) (line-too-long)\nnemo/utils/exp_manager.py:514:0: C0301: Line too long (122/119) (line-too-long)\nnemo/utils/exp_manager.py:602:0: C0301: Line too long (208/119) (line-too-long)\nnemo/utils/exp_manager.py:603:0: C0301: Line too long (230/119) (line-too-long)\nnemo/utils/exp_manager.py:605:0: C0301: Line too long (178/119) (line-too-long)\nnemo/utils/exp_manager.py:642:0: C0301: Line too long (136/119) (line-too-long)\nnemo/utils/exp_manager.py:777:0: C0301: Line too long (121/119) (line-too-long)\nnemo/utils/exp_manager.py:785:0: C0301: Line too long (156/119) (line-too-long)\nnemo/utils/exp_manager.py:832:0: C0301: Line too long (141/119) (line-too-long)\nnemo/utils/exp_manager.py:840:0: C0301: Line too long (152/119) (line-too-long)\nnemo/utils/exp_manager.py:1110:0: C0301: Line too long (142/119) (line-too-long)\nnemo/utils/exp_manager.py:1134:0: C0301: Line too long (154/119) (line-too-long)\nnemo/utils/exp_manager.py:1200:0: C0301: Line too long (120/119) (line-too-long)\nnemo/utils/exp_manager.py:1219:0: C0301: Line too long (123/119) (line-too-long)\nnemo/utils/exp_manager.py:1245:0: C0301: Line too long (121/119) (line-too-long)\nnemo/utils/exp_manager.py:1283:0: C0301: Line too long (129/119) (line-too-long)\nnemo/utils/exp_manager.py:91:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/utils/exp_manager.py:106:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/utils/exp_manager.py:132:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/utils/exp_manager.py:141:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/utils/exp_manager.py:150:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/utils/exp_manager.py:161:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/utils/exp_manager.py:274:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:277:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:280:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:283:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:286:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:289:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:292:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:295:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:333:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:336:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:339:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:342:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:1126:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:1227:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:1246:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:1249:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/utils/exp_manager.py:1265:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.25/10\n```\n\n---\n\nMitigation guide:\n\n* Add sensible and useful docstrings to functions and methods\n* For trivial methods like getter/setters, consider adding `# pylint: disable=C0116` inside the function itself\n* To disable multiple functions/methods at once, put a `# pylint: disable=C0116` before the first and a `# pylint: enable=C0116` after the last.\n\nBy applying these rules, we reduce the occurance of this message in future.\n\nThank you for improving NeMo's documentation!"
] | 2024-12-05T21:11:05 | 2025-01-17T20:00:47 | null | COLLABORATOR | {
"total": 0,
"completed": 0,
"percent_completed": 0
} | null | true | {
"url": "https://api.github.com/repos/NVIDIA/NeMo/pulls/11490",
"html_url": "https://github.com/NVIDIA/NeMo/pull/11490",
"diff_url": "https://github.com/NVIDIA/NeMo/pull/11490.diff",
"patch_url": "https://github.com/NVIDIA/NeMo/pull/11490.patch",
"merged_at": null
} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
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# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"Updated per above suggestions, and changed the image source, please check again"
] | 2024-12-05T20:12:09 | 2024-12-06T03:20:49 | 2024-12-06T03:20:49 | CONTRIBUTOR | {
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} | # What does this PR do ?
This PR aims to update Nemo distributed checkpoint user guide documentation, with best practices for parameter tuning, mechanism, FAQs, etc.
**Collection**: [Note which collection this PR will affect]
Distributed checkpoint.
# Changelog
- Update dist_ckpt.rst documentation in Nemo GitHub
- Update Introduction
- Add Mechanism with images
- Add Parameter Tuning Best Practices
- Add FAQs
- Add Glossary
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [x] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [x] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.export.trt_llm.converter.model_to_trt_llm_ckpt\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:54:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:60:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:68:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:85:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:100:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:110:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:114:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:129:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:293:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:300:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:307:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_to_trt_llm_ckpt.py:508:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.87/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @janekl π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12186607653) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g",
"[π€]: Hi @janekl π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12320258821) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-12-05T19:09:57 | 2024-12-14T02:27:05 | 2024-12-14T02:27:04 | COLLABORATOR | {
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} | # What does this PR do ?
* Adding a local copy of `torch_dtype_from_precision` in `nemo.export` to avoid importing it from `nemo.collections.nlp` which requires many extra dependencies
* Enabling detecting `model_type` for NeMo 2.0 checkpoints based on their **model.yaml** config
* Allowing to select a specified `build_rank` (or `None`) in `TensorRTLLM.export(...)`
* Deprecating `n_gpus`, `max_input_token`, and `max_output_token` in `TensorRTLLM.export(...)`
**Collection**: NLP / LLM
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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The following annotations have been identified:\n\n```\n************* Module nemo.lightning.megatron_parallel\nnemo/lightning/megatron_parallel.py:238:0: C0301: Line too long (127/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:239:0: C0301: Line too long (140/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:240:0: C0301: Line too long (130/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:546:0: C0301: Line too long (129/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:553:0: C0301: Line too long (135/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:831:0: C0301: Line too long (137/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1061:0: C0301: Line too long (136/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1628:0: C0301: Line too long (128/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1667:0: C0301: Line too long (146/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:64:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:65:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:67:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:102:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:106:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:306:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:330:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:356:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:382:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:518:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:561:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:565:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:621:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:656:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:662:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:668:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:675:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:682:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:716:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:724:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:740:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:767:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:779:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:801:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1321:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1496:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1502:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1508:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1512:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1517:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1522:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1550:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1596:8: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1618:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1691:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1730:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1744:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.54/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @hemildesai π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12190294523) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
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# Usage
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```python
# Add a code snippet demonstrating how to use this
```
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If you haven't finished some of the above items you can still open "Draft" PR.
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Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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"Here's the relevant run: https://github.com/NVIDIA/NeMo/actions/runs/12185355486"
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"[π€]: Hi @janekl π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12240425643) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g",
"[π€]: Hi @janekl π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12468343506) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g",
"Hey @ananthsub. I added docstring to the edited function based on @marcromeyn's request.\r\n\r\nCould you please approve the MR again?",
"[π€]: Hi @janekl π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12710202776) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-12-05T14:31:24 | 2025-01-10T18:38:34 | 2025-01-10T18:38:33 | COLLABORATOR | {
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} | # What does this PR do ?
Small change to autodetect number of devices for `torchrun` executor rather than using default 8. Useful for testing in various environments.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
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- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
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## Who can review?
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# Additional Information
* Related to # (issue)
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"root cause was due to usage of https://github.com/NVIDIA/NeMo/blob/9a268dd6cec33e0e7190cf9e1543e6473c32da2c/nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py#L131\n\ninstead of the data samplers defined in https://github.com/NVIDIA/NeMo/blob/main/nemo/lightning/data.py"
] | 2024-12-05T12:20:05 | 2024-12-06T02:56:11 | 2024-12-06T02:56:10 | CONTRIBUTOR | {
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} | null | null | null | **Describe the bug**
NeMo has some custom logic to resume the dataloader state with Megatron-LM custom Batch sampler based on consumed samples and microbatches calculated by mcore.
But it does not seem to account for how Lightning itself attempts to restore the data fetcher state for within the training epoch loop.
This results in a previous state from a checkpoint being accounted for in the dataloader / data fetcher iterator, and can cause StopIteration to be raised early before reaching the expected max_steps
**Steps/Code to reproduce bug**
For example, if my initial training run setup is as follows
```
trainer:
accelerator: gpu
devices: 1
num_nodes: 1
max_epochs: 1
max_steps: 1000
limit_val_batches: 2
num_sanity_val_steps: 2
data:
micro_batch_size: 1
global_batch_size: 8
```
My data module should prepare max_steps * gbs = 1000 * 8 = 8000 samples total
I save a checkpoint at step 799, which has consumed 800 * gbz = 800 * 8 = 6400 samples
When I resume from checkpoint saved at step 799, it results in something like:
```
[NeMo I data_samplers:76] Instantiating MegatronPretrainingSampler with total_samples: 8040 and consumed_samples: 6400
```
With 200 steps remaining before 1,000 max_steps, I should expect to have 200 * 8 = 1600 samples remaining which must get loaded by the resumed dataloader.
However, pytorch lightning has the following logic in the TrainingEpochLoop
```
def on_run_start(self, data_fetcher: _DataFetcher) -> None:
...
# add the previous `fetched` value to properly track `is_last_batch` with no prefetching
data_fetcher.fetched += self.batch_progress.current.ready
...
```
As a result, this is the state of the lightning data fetcher:
```
{
'_batch': None,
'_batch_idx': 0,
'_dataloader_idx': 0,
'done': False,
'fetched': 798,
'iterator': < pytorch_lightning.utilities.combined_loader.CombinedLoader object at 0x7fc9240ebeb0 > ,
'iterator_wrapper': < pytorch_lightning.loops.fetchers._DataFetcherWrapper object at 0x7fc92410b730 > ,
'length': 1640
}
```
The internal pytorch lightning tracked attributed `_batch_idx` and `fetched` are not synced, which results in a StopIteration being raised early when the following condition is met:
```
class _DataFetcher(Iterator):
@override
def __next__(self) -> _ITERATOR_RETURN:
....
self.fetched += 1
if self.length is not None:
self.done = self.fetched >= self.length <---------------
return batch
class _DataLoaderIterDataFetcher(_DataFetcher):
@override
def __next__(self) -> Iterator["_DataFetcherWrapper"]: # type: ignore[override]
if self.done: <---------------
raise StopIteration
return self.iterator_wrapper
```
If trainer.max_epochs == 1, then training stops immediately before the expected 1000 steps. If unset, then it jumps to epoch 1 unexpectedly:
```
...
[0]:Training epoch 0, iteration 901/999 | global_batch_size: 8 | val_loss: 9.243 | lr: 3e-06 | consumed_samples: 7216 | global_step: 901 | reduced_train_loss: 9.531 | train_step_timing in s: 0.4671
[0]:Training epoch 0, iteration 902/999 | global_batch_size: 8 | val_loss: 9.243 | lr: 3e-06 | consumed_samples: 7224 | global_step: 902 | reduced_train_loss: 9.362 | train_step_timing in s: 0.3907
[0]:Training epoch 0, iteration 903/999 | global_batch_size: 8 | val_loss: 9.243 | lr: 3e-06 | consumed_samples: 7232 | global_step: 903 | reduced_train_loss: 9.038 | train_step_timing in s: 0.4661
[0]:`Trainer.fit` stopped: `max_epochs=1` reached.
```
**Expected behavior**
Instead, we expect to see the full 1000k steps completed when we resume from a checkpoint in the middle of an epoch:
```
...
[0]:Training epoch 0, iteration 997/999 | global_batch_size: 8 | val_loss: 9.243 | lr: 3e-06 | consumed_samples: 7984 | global_step: 997 | reduced_train_loss: 9.112 | train_step_timing in s: 0.4716
[0]:Training epoch 0, iteration 998/999 | global_batch_size: 8 | val_loss: 9.243 | lr: 3e-06 | consumed_samples: 7992 | global_step: 998 | reduced_train_loss: 9.261 | train_step_timing in s: 0.4639
[0]:Training epoch 0, iteration 999/999 | global_batch_size: 8 | val_loss: 9.243 | lr: 3e-06 | consumed_samples: 8000 | global_step: 999 | reduced_train_loss: 9.092 | train_step_timing in s: 0.4736
[0]:`Trainer.fit` stopped: `max_steps=1000` reached.
```
A simple fix to get the expected behavior above is:
```
class CustomTrainingLoop(_TrainingEpochLoop):
def on_run_start(self, data_fetcher: _DataFetcher) -> None:
super().on_run_start(data_fetcher)
data_fetcher.fetched = 0
def configure_custom_training_loop(trainer: pl.Trainer) -> None:
if type(trainer.fit_loop.epoch_loop) is not _TrainingEpochLoop:
print("Detected custom epoch loop. Skipping customizing training loop.", UserWarning)
return
loop = CustomTrainingLoop(trainer, trainer.min_steps, trainer.max_steps)
trainer.fit_loop.epoch_loop = loop
```
Alternatively, we could also modify the logic in BaseMegatronSampler (nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py) to return the total samples, but this could likely cause issues with NeMo1.
```
def __len__(self):
num_available_samples: int = self.total_samples - self.consumed_samples
if self.global_batch_size is not None:
if self.drop_last:
num_global_batches = num_available_samples // self.global_batch_size
else:
num_global_batches = (num_available_samples + self.global_batch_size - 1) // self.global_batch_size
# return len of dataloader in terms of micro batches to avoid discrepancy between len of dataloader and
# num of batches fetched (as training step fetches in terms of micro batches)
return num_global_batches * (self.global_batch_size // self.micro_batch_times_data_parallel_size)
else:
return (num_available_samples - 1) // self.micro_batch_times_data_parallel_size + 1
```
**Environment**
```
pytorch-lightning 2.4.0
nemo-toolkit 2.1.0rc0
megatron-core 0.10.0rc0
```
**Additional context**
relevant: https://github.com/Lightning-AI/pytorch-lightning/issues/19764
Add any other context about the problem here.
Example: GPU model
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"This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.",
"This issue was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-12-05T11:34:45 | 2025-01-12T02:04:16 | 2025-01-12T02:04:16 | NONE | {
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} | null | null | null | **Describe the bug**
Unable to run the hello world script `nemo llm pretrain --factory llama3_8b` like in the documentation https://github.com/NVIDIA/NeMo/blob/main/examples/llm/pretrain/README.md
I get:
```
[rank0]: File "/opt/megatron-lm/megatron/core/parallel_state.py", line 532, in initialize_model_parallel
[rank0]: raise RuntimeError(f"world_size ({world_size}) is not divisible by {total_model_size}")
[rank0]: RuntimeError: world_size (1) is not divisible by 2
```
**Steps/Code to reproduce bug**
`srun -p batch -N 1 --container-image nvcr.io/nvidia/nemo:24.09 --pty bash`
The machine has 8 gpu according to nvidia-smi
`run nemo llm pretrain --factory llama3_8b`
**Expected behavior**
I would expect it to run seamlessly
**Environment overview (please complete the following information)**
`srun -p batch -N 1 --container-image nvcr.io/nvidia/nemo:24.09 --pty bash`
The machine has 8 gpu according to nvidia-smi
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
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# Before your PR is "Ready for review"
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**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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https://api.github.com/repos/NVIDIA/NeMo/issues/11478 | https://api.github.com/repos/NVIDIA/NeMo | https://api.github.com/repos/NVIDIA/NeMo/issues/11478/labels{/name} | https://api.github.com/repos/NVIDIA/NeMo/issues/11478/comments | https://api.github.com/repos/NVIDIA/NeMo/issues/11478/events | https://github.com/NVIDIA/NeMo/issues/11478 | 2,719,768,305 | I_kwDOC_bI7s6iHF7x | 11,478 | how to inference a .nemo file which is converted from a HuggingFace format? | {
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"same problem with llama3.1",
"same problem here. "
] | 2024-12-05T08:49:36 | 2024-12-24T05:59:59 | null | NONE | {
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} | null | null | null | # 1. HF -> nemo
Convert [Qwen2.5-7B](https://huggingface.co/Qwen/Qwen2.5-7B/tree/main) to `Qwen2.5-7B.nemo`. After tar xvf, the `Qwen2.5-7B.nemo` is as following:
```shell
root@inp16075348439349544319-3-1:/mnt/tenant-home_speed/nemo_models# tar xvf Qwen2.5-7B.nemo
./
./model_config.yaml
./model_weights/
./model_weights/.metadata
./model_weights/__0_0.distcp
./model_weights/__0_1.distcp
./model_weights/common.pt
./model_weights/metadata.json
```
# 2. Inference using `Qwen2.5-7B.nemo`
Then I tried to do inference using `Qwen2.5-7B.nemo`.
```
python3 megatron_gpt_eval.py \
gpt_model_file=Qwen2.5-7B.nemo \
inference.greedy=True \
inference.add_BOS=True \
trainer.devices=1 \
trainer.num_nodes=1 \
tensor_model_parallel_size=1 \
pipeline_model_parallel_size=1 \
prompts='["who are you?", "What is the captial of China?"]'
```
The response seems wrong. Part of the output:
```shell
[NeMo I 2024-12-04 21:57:07 nlp_overrides:1386] Model MegatronGPTModel was successfully restored from Qwen2.5-7B.nemo.
prompt=========:['who are you?', 'What is the captial of China?']
setting number of microbatches to constant 1
***************************
{'sentences': ['who are you?1000000000000000000000000000000000', 'What is the captial of China?100000000000000000000000000000'], 'tokens': [['<|im_start|>', 'who', 'Δ are', 'Δ you', '?', '1', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0'], ['<|im_start|>', 'What', 'Δ is', 'Δ the', 'Δ capt', 'ial', 'Δ of', 'Δ China', '?', '1', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0']], 'logprob': None, 'full_logprob': None, 'token_ids': [[151644, 14623, 525, 498, 30, 16, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15], [151644, 3838, 374, 279, 6427, 530, 315, 5616, 30, 16, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15]], 'offsets': [[0, 0, 3, 7, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45], [0, 0, 4, 7, 11, 16, 19, 22, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58]]}
***************************
[NeMo I 2024-12-04 21:57:14 megatron_gpt_model:1717] Pipeline model parallel rank: 0, Tensor model parallel rank: 0, Number of model parameters on device: 7.62e+09. Number of precise model parameters on device: 7615616512.
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1,2,3,4,5,6,7]
Predicting DataLoader 0: 0%| | 0/1 [00:00<?, ?it/s]setting number of microbatches to constant 1
Predicting DataLoader 0: 100%|ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ| 1/1 [00:01<00:00, 0.51it/s]
***************************
[{'sentences': ['who are you?1000000000000000000000000000000000', 'What is the captial of China?100000000000000000000000000000'], 'tokens': [['<|im_start|>', 'who', 'Δ are', 'Δ you', '?', '1', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0'], ['<|im_start|>', 'What', 'Δ is', 'Δ the', 'Δ capt', 'ial', 'Δ of', 'Δ China', '?', '1', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0', '0']], 'logprob': None, 'full_logprob': None, 'token_ids': [[151644, 14623, 525, 498, 30, 16, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15], [151644, 3838, 374, 279, 6427, 530, 315, 5616, 30, 16, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15]], 'offsets': [[0, 0, 3, 7, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45], [0, 0, 4, 7, 11, 16, 19, 22, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58]]}]
***************************
``` | null | {
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"[π€]: Hi @terrykong π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12185999548) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-12-05T07:33:23 | 2024-12-06T00:18:22 | 2024-12-06T00:18:22 | COLLABORATOR | {
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} | Previously if model_prefix wasn't part of model_state_dict, then the nemo_model_conversion_dict would contain keys that looked like `.decoder....` with an extra "." prefix. This just makes sure model_prefix isn't empty before adding the model_prefix in.
# What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
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- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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The following annotations have been identified:\n\n```\n************* Module nemo.lightning.megatron_parallel\nnemo/lightning/megatron_parallel.py:238:0: C0301: Line too long (127/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:239:0: C0301: Line too long (140/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:240:0: C0301: Line too long (130/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:546:0: C0301: Line too long (129/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:553:0: C0301: Line too long (135/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:825:0: C0301: Line too long (137/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1055:0: C0301: Line too long (136/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1622:0: C0301: Line too long (128/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1661:0: C0301: Line too long (146/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:64:0: C0115: Missing class 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(missing-function-docstring)\nnemo/lightning/megatron_parallel.py:710:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:718:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:734:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:761:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:773:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:795:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1315:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1490:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1496:4: C0116: Missing 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```
if distributed_optimizer and overlap_param_gather:
disable_forward_pre_hook
...
save_checkpoint
...
if distributed_optimizer and overlap_param_gather:
enable_forward_pre_hook
``` | {
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π Please remember the following to-do's before merge:
- [ ] Verify the presubmit CI
π Please merge this PR only if the CI workflow completed successfully. | {
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The following annotations have been identified:\n\n```\n************* Module nemo.lightning.megatron_parallel\nnemo/lightning/megatron_parallel.py:238:0: C0301: Line too long (127/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:239:0: C0301: Line too long (140/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:240:0: C0301: Line too long (130/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:546:0: C0301: Line too long (129/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:553:0: C0301: Line too long (135/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:813:0: C0301: Line too long (137/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1043:0: C0301: Line too long (136/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1616:0: C0301: Line too long (128/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1655:0: C0301: Line too long (146/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:64:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:65:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:67:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:102:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:106:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:306:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:330:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:356:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:382:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:518:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:561:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:565:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:621:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:657:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:664:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:698:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:706:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:722:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:749:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:761:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:783:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1309:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1484:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1490:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1496:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1500:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1505:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1510:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1538:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1584:8: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1606:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1679:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1718:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1732:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.26/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.lightning.megatron_parallel\nnemo/lightning/megatron_parallel.py:238:0: C0301: Line too long (127/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:239:0: C0301: Line too long (140/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:240:0: C0301: Line too long (130/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:546:0: C0301: Line too long (129/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:553:0: C0301: Line too long (135/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:813:0: C0301: Line too long (137/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1043:0: C0301: Line too long (136/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1616:0: C0301: Line too long (128/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1655:0: C0301: Line too long (146/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:64:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:65:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:67:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:102:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:106:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:306:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:330:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:356:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:382:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:518:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:561:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:565:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:621:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:657:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:664:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:698:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:706:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:722:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:749:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:761:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:783:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1309:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1484:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1490:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1496:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1500:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1505:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1510:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1538:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1584:8: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1606:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1679:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1718:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1732:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.26/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @cuichenx π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12188383529) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-12-05T00:20:49 | 2024-12-06T14:12:19 | 2024-12-06T14:12:18 | COLLABORATOR | {
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} | # What does this PR do ?
Pipeline parallel was broken in all finetuning tasks unless `pad_max_length=True`. Unfortunately the CI script also had a bug and the PP bug slipped through. This PR fixes both.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"[π€]: Hi @Victor49152 π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12243593261) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-12-04T21:20:59 | 2024-12-10T05:44:43 | 2024-12-10T05:44:42 | COLLABORATOR | {
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"<!-- pylint-output-strict-mode-true -->\n\nbeep boop π€: π¨ The following files must be fixed before merge!\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.common.video_tokenizers.cosmos_trt_run\nnemo/collections/common/video_tokenizers/cosmos_trt_run.py:52:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/cosmos_trt_run.py:55:4: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/cosmos_trt_run.py:60:8: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.video_tokenizers.modules\nnemo/collections/common/video_tokenizers/modules/__init__.py:35:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/__init__.py:39:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/__init__.py:43:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/__init__.py:48:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/__init__.py:53:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/__init__.py:58:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.common.video_tokenizers.modules.distributions\nnemo/collections/common/video_tokenizers/modules/distributions.py:22:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/distributions.py:26:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/distributions.py:30:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/distributions.py:36:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/distributions.py:40:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.video_tokenizers.modules.layers2d\nnemo/collections/common/video_tokenizers/modules/layers2d.py:40:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:45:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:50:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:55:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:61:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:85:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:101:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:111:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:141:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:211:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:238:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:307:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers2d.py:29:0: W0611: Unused numpy imported as np (unused-import)\n************* Module nemo.collections.common.video_tokenizers.modules.layers3d\nnemo/collections/common/video_tokenizers/modules/layers3d.py:50:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:95:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:100:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:105:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:118:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:130:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:138:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:174:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:197:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:233:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:257:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:281:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:296:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:350:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:365:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:375:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:406:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:416:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:450:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:526:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:532:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:572:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:650:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:657:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:688:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:807:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:834:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:946:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/layers3d.py:29:0: W0611: Unused numpy imported as np (unused-import)\n************* Module nemo.collections.common.video_tokenizers.modules.patching\nnemo/collections/common/video_tokenizers/modules/patching.py:65:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/patching.py:203:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.video_tokenizers.modules.quantizers\nnemo/collections/common/video_tokenizers/modules/quantizers.py:48:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/quantizers.py:63:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/quantizers.py:264:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/quantizers.py:278:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/quantizers.py:288:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/quantizers.py:351:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/quantizers.py:432:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/quantizers.py:510:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.video_tokenizers.modules.utils\nnemo/collections/common/video_tokenizers/modules/utils.py:25:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:30:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:34:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:39:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:43:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:47:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:51:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:55:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:59:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:63:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:67:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:78:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:87:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:91:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:98:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:102:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:112:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/modules/utils.py:116:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.video_tokenizers.networks\nnemo/collections/common/video_tokenizers/networks/__init__.py:30:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/networks/__init__.py:37:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.common.video_tokenizers.networks.continuous_image\nnemo/collections/common/video_tokenizers/networks/continuous_image.py:29:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_image.py:49:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_image.py:60:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_image.py:70:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_image.py:73:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_image.py:78:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_image.py:83:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.video_tokenizers.networks.continuous_video\nnemo/collections/common/video_tokenizers/networks/continuous_video.py:28:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_video.py:53:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_video.py:64:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_video.py:74:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_video.py:77:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_video.py:82:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/continuous_video.py:86:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.video_tokenizers.networks.discrete_image\nnemo/collections/common/video_tokenizers/networks/discrete_image.py:30:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_image.py:60:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_image.py:64:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_image.py:75:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_image.py:86:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_image.py:89:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_image.py:94:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_image.py:98:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_image.py:103:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_image.py:21:0: W0611: Unused logger imported from loguru as logging (unused-import)\n************* Module nemo.collections.common.video_tokenizers.networks.discrete_video\nnemo/collections/common/video_tokenizers/networks/discrete_video.py:30:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_video.py:61:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_video.py:65:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_video.py:76:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_video.py:87:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_video.py:90:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_video.py:95:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_video.py:99:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/video_tokenizers/networks/discrete_video.py:104:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.video_tokenizers.utils\nnemo/collections/common/video_tokenizers/utils.py:325:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.26/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @meatybobby π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12320944935) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-12-04T20:04:25 | 2024-12-16T17:59:56 | 2024-12-16T17:59:54 | COLLABORATOR | {
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} | # What does this PR do ?
This PR adds TensorRT inference support for the Cosmos Tokenizers
**Collection**: common/video_tokenizers
# Changelog
- It adds the tokenizer configs and modules from the[ Cosmos Tokenizer repo](https://github.com/NVIDIA/Cosmos-Tokenizer/tree/main/cosmos_tokenizer) which enables the models to be exported to TensorRT.
- It provides an example of how to write a wrapper class that enables the tokenizers to be exported to TensorRT
# Usage
The script `common/video_tokenizers/cosmos_trt_run.py` provides an example of how to export the CosmosTokenizer to TensorRT and run inference.
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**Collection**: [Note which collection this PR will affect]
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- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
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# Usage
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```python
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**Pre checks**:
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**PR Type**:
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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function or method docstring (missing-function-docstring)\n************* Module nemo.collections.asr.data.audio_to_text_lhotse\nnemo/collections/asr/data/audio_to_text_lhotse.py:37:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.asr.data.audio_to_text_lhotse_prompted\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:61:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:28:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:113:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:15:0: W0611: Unused Callable imported from typing (unused-import)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:23:0: W0611: Unused CanaryPromptFormatter imported from nemo.collections.common.prompts (unused-import)\n************* Module nemo.collections.asr.models.aed_multitask_models\nnemo/collections/asr/models/aed_multitask_models.py:694:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:726:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:768:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:776:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:1048:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:1114:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:46:0: W0611: Unused get_prompt_format_fn imported from nemo.collections.common.data.prompt_fn (unused-import)\n************* Module nemo.collections.asr.modules.conformer_encoder\nnemo/collections/asr/modules/conformer_encoder.py:68:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:101:0: C0301: Line too long (163/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:104:0: C0301: Line too long (185/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:116:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:117:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:119:0: C0301: Line too long (204/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:121:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:152:0: C0301: Line too long (137/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:810:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:826:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:833:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:1154:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:1211:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:466:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:494:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:513:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:525:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:673:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:753:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:807:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:1105:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:1180:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:1236:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.common.data.lhotse.cutset\nnemo/collections/common/data/lhotse/cutset.py:626:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/common/data/lhotse/cutset.py:64:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/cutset.py:203:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:224:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:239:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:258:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:273:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:289:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:296:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:342:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:439:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:488:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.data.lhotse.dataloader\nnemo/collections/common/data/lhotse/dataloader.py:141:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:157:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:165:0: C0301: Line too long (148/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:334:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:344:0: C0301: Line too long (206/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:381:0: C0301: Line too long (178/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:463:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:464:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:465:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:785:0: C0301: Line too long (213/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:792:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:197:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:438:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:709:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:717:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:729:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.data.lhotse.text_adapters\nnemo/collections/common/data/lhotse/text_adapters.py:190:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:327:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:485:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:488:0: C0301: Line too long (155/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:43:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:51:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:57:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:63:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:68:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:93:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:125:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:154:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:219:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:238:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:246:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:309:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:313:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:318:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:323:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:337:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:365:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:369:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:372:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:375:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:407:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:546:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:553:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:567:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.canary\nnemo/collections/common/prompts/canary.py:127:0: C0301: Line too long (144/119) (line-too-long)\nnemo/collections/common/prompts/canary.py:33:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/canary.py:76:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.formatter\nnemo/collections/common/prompts/formatter.py:277:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/common/prompts/formatter.py:36:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/formatter.py:38:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:53:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/formatter.py:199:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:208:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:212:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:217:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:244:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:257:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.gemma\nnemo/collections/common/prompts/gemma.py:29:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/gemma.py:52:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.llama\nnemo/collections/common/prompts/llama.py:54:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/llama.py:75:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/llama.py:95:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.tokenizers.aggregate_tokenizer\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:41:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:26:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:34:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:140:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:155:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:169:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:196:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:228:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:231:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:235:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:239:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.data.audio_text_dataset\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:199:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:212:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:217:0: C0301: Line too long (262/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:221:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:222:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:228:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:233:0: C0301: Line too long (147/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:234:0: C0301: Line too long (174/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:235:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:246:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:438:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:477:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:544:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:622:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:623:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:633:0: C0301: Line too long (147/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:634:0: C0301: Line too long (174/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:635:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:646:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:885:0: C0301: Line too long (175/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:931:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:992:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1087:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1133:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:331:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:489:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:505:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:838:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:860:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:949:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1010:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1060:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:46:0: W0611: Unused logging_mode imported from nemo.utils (unused-import)\n************* Module nemo.collections.multimodal.speech_llm.data.build_dataset\nnemo/collections/multimodal/speech_llm/data/build_dataset.py:51:0: C0301: Line too long (158/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/build_dataset.py:37:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/build_dataset.py:17:0: W0611: Unused import omegaconf (unused-import)\n************* Module nemo.collections.multimodal.speech_llm.data.lhotse_dataset\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:57:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:58:0: C0301: Line too long (167/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:30:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:189:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:15:0: W0611: Unused Optional imported from typing (unused-import)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:15:0: W0611: Unused Union imported from typing (unused-import)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:23:0: W0611: Unused ceil_to_nearest imported from nemo.collections.multimodal.speech_llm.parts.utils.data_utils (unused-import)\n************* Module nemo.collections.multimodal.speech_llm.models.modular_models\nnemo/collections/multimodal/speech_llm/models/modular_models.py:424:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:459:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:715:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:786:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:787:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1151:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1186:0: C0301: Line too long (254/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1220:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1225:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1234:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1241:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1245:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1301:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1347:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1350:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1447:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1466:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1471:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1550:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1695:0: C0301: Line too long (142/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1696:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1732:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:97:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:869:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:893:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1072:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1636:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.models.modular_t5_models\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:152:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:519:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:551:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:552:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:826:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:831:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:840:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:847:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:851:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:966:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:969:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1058:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1077:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1082:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1162:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1348:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:93:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:178:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:274:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:343:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:545:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:628:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:649:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:745:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:771:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:815:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:924:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1037:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1218:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1235:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1341:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.modules.common.audio_text_generation_utils\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:322:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:328:0: C0301: Line too long (148/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:553:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:556:0: C0301: Line too long (182/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:559:0: C0301: Line too long (177/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:621:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:56:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:205:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:518:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:523:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.modules.perception_modules\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:146:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:275:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:445:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:96:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:120:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:163:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:318:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:343:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:394:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:437:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:480:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.parts.mixins.adapter_mixin\nnemo/collections/multimodal/speech_llm/parts/mixins/adapter_mixin.py:73:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/mixins/adapter_mixin.py:25:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.multimodal.speech_llm.parts.utils.data_utils\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:54:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:55:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:187:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:188:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:193:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:195:0: C0301: Line too long (180/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:196:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:268:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:284:0: C0301: Line too long (201/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:392:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:26:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:32:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:36:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.nlp.models.language_modeling.megatron_base_model\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:103:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:111:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:253:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:271:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:346:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:606:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:661:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:833:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:968:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:987:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1104:0: C0301: Line too long (195/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1161:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1210:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1293:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:330:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:461:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:466:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:699:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:751:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:929:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1033:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1268:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1299:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1303:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1307:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.nlp.models.language_modeling.megatron_gpt_model\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:327:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:367:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:413:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:460:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:793:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1108:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1129:0: C0301: Line too long (168/119) 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(missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:198:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:245:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:283:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:287:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:299:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:307:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:469:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:472:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:703:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:707:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:789:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1106:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1179:12: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1228:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1257:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1450:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1585:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1593:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1602:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1886:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2039:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2046:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2052:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:20:0: W0611: Unused fields imported from dataclasses (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:28:0: W0611: Unused _DataFetcherWrapper imported from lightning.pytorch.loops.fetchers (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:30:0: W0611: Unused OmegaConf imported from omegaconf (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:72:0: W0611: Unused activation_to_func imported from nemo.collections.nlp.parts.utils_funcs (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:81:4: W0611: Unused megatron.core imported as core (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:82:4: W0611: Unused tensor_parallel imported from megatron.core (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:101:4: W0611: Unused init_method_normal imported from megatron.core.utils (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:101:4: W0611: Unused scaled_init_method_normal imported from megatron.core.utils (unused-import)\n************* Module nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:16:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:568:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:569:0: C0301: Line too long (137/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:571:0: C0301: Line too long (183/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:57:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:117:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:34:0: W0611: Unused VirtualPromptStyle imported from nemo.collections.nlp.modules.common (unused-import)\n************* Module nemo.collections.nlp.parts.mixins.nlp_adapter_mixins\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:69:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:75:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:86:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:130:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:432:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:448:0: C0301: Line too long (170/119) (line-too-long)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:455:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:59:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:114:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:388:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:396:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:446:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:458:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/parts/mixins/nlp_adapter_mixins.py:465:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.speech_recognition.estimate_duration_bins_2d\nscripts/speech_recognition/estimate_duration_bins_2d.py:59:0: C0301: Line too long (162/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:66:0: C0301: Line too long (227/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:123:0: C0301: Line too long (137/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:132:0: C0301: Line too long (141/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:229:0: C0301: Line too long (161/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:40:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:223:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:234:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:252:0: C0115: Missing class docstring (missing-class-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:266:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:271:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.speech_recognition.oomptimizer\nscripts/speech_recognition/oomptimizer.py:253:0: C0301: Line too long (125/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:264:0: C0301: Line too long (121/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:273:0: C0301: Line too long (178/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:281:0: C0301: Line too long (135/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:316:0: C0301: Line too long (126/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:466:0: C0301: Line too long (183/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:488:0: C0301: Line too long (185/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:505:0: C0301: Line too long (139/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:226:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/oomptimizer.py:20:0: W0611: Unused Iterable imported from typing (unused-import)\nscripts/speech_recognition/oomptimizer.py:20:0: W0611: Unused Literal imported from typing (unused-import)\n\n-----------------------------------\nYour code has been rated at 9.54/10\n```\n\n---\n\nThank you for improving NeMo's documentation!"
] | 2024-12-04T17:41:03 | 2024-12-05T17:00:19 | 2024-12-05T17:00:19 | COLLABORATOR | {
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# Changelog
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π Please remember the following to-do's before merge:
- [ ] Verify the presubmit CI
π Please merge this PR only if the CI workflow completed successfully. | {
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"just curious why the TImerCallback is inconsistent across ranks? also, if it's inconsistent, but goes in the common state, is only one rank's state saved? does that affect restore?\r\n\r\n",
"> just curious why the TImerCallback is inconsistent across ranks? \r\n\r\nThe times aren't synchronized across ranks, so aren't expected to be the exact same: https://github.com/Lightning-AI/pytorch-lightning/blob/master/src/lightning/pytorch/callbacks/timer.py\r\n\r\n> also, if it's inconsistent, but goes in the common state, is only one rank's state saved? does that affect restore?\r\n\r\nyes, if saving with mcore dist checkpointing, only the values fraom rank 0 are saved and restored. This means timing stats are not consistent after a checkpoint restore as the times for non rank-0-ranks are reset with the values from rank 0",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"This PR was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-12-03T22:36:34 | 2025-01-16T01:56:11 | null | COLLABORATOR | {
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} | # What does this PR do ?
Megatron core distributed checkpointing gathers the common state dict and compares values across ranks to ensure they are consistent. By default, non-tensor values get accumulated there, but certan application-specific data will differ across ranks. Megatron core offers the `preprocess_common_before_consistancy_check` option as part of saving to handle this type of filtering.
This PR adds a function to remove values known to be different across ranks from consideration during the consistency check. For now, this hardcodes removing the Timer Callback states from the consistency check, but the function can be extended if/when more such cases emerge.
Now warnings like the following will no longer be logged:
```
[NeMo W 2024-12-02 11:45:59 validation:387] There is difference in the common state dict in different ranks. The differences are {1: ([], [], [(('callbacks', 'Timer', 'time_elapsed', 'train'), <class 'float'>, <class 'float'>), (('callbacks', 'Timer', 'time_elapsed', 'validate'), <class 'float'>, <class 'float'>)]), 2: ([], [], [(('callbacks', 'Timer', 'time_elapsed', 'train'), <class 'float'>, <class 'float'>), (('callbacks', 'Timer', 'time_elapsed', 'validate'), <class 'float'>, <class 'float'>)]), 3: ([], [], [(('callbacks', 'Timer', 'time_elapsed', 'train'), <class 'float'>, <class 'float'>), (('callbacks', 'Timer', 'time_elapsed', 'validate'), <class 'float'>, <class 'float'>)]), 4: ([], [], [(('callbacks', 'Timer', 'time_elapsed', 'train'), <class 'float'>, <class 'float'>), (('callbacks', 'Timer', 'time_elapsed', 'validate'), <class 'float'>, <class 'float'>)]), 5: ([], [], [(('callbacks', 'Timer', 'time_elapsed', 'train'), <class 'float'>, <class 'float'>), (('callbacks', 'Timer', 'time_elapsed', 'validate'), <class 'float'>, <class 'float'>)]), 6: ([], [], [(('callbacks', 'Timer', 'time_elapsed', 'train'), <class 'float'>, <class 'float'>), (('callbacks', 'Timer', 'time_elapsed', 'validate'), <class 'float'>, <class 'float'>)]), 7: ([], [], [(('callbacks', 'Timer', 'time_elapsed', 'train'), <class 'float'>, <class 'float'>), (('callbacks', 'Timer', 'time_elapsed', 'validate'), <class 'float'>, <class 'float'>)])}
```
**Collection**: N/A
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
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To re-run CI remove and add the label again.
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# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
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- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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"[π€]: Hi @haifengqian π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12147597441) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g",
"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.nlp.modules.common.text_generation_server\nnemo/collections/nlp/modules/common/text_generation_server.py:61:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/nlp/modules/common/text_generation_server.py:72:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_server.py:76:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_server.py:102:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_server.py:172:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_server.py:284:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_server.py:295:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_server.py:461:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/nlp/modules/common/text_generation_server.py:484:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_server.py:26:0: W0611: Unused get_prompt_template_example imported from nemo.collections.nlp.data.language_modeling.megatron.gpt_sft_chat_dataset (unused-import)\n************* Module nemo.collections.nlp.modules.common.text_generation_utils\nnemo/collections/nlp/modules/common/text_generation_utils.py:261:0: C0301: Line too long (137/119) (line-too-long)\nnemo/collections/nlp/modules/common/text_generation_utils.py:695:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/nlp/modules/common/text_generation_utils.py:701:0: C0301: Line too long (148/119) (line-too-long)\nnemo/collections/nlp/modules/common/text_generation_utils.py:931:0: C0301: Line too long (182/119) (line-too-long)\nnemo/collections/nlp/modules/common/text_generation_utils.py:934:0: C0301: Line too long (177/119) (line-too-long)\nnemo/collections/nlp/modules/common/text_generation_utils.py:942:0: C0301: Line too long (141/119) (line-too-long)\nnemo/collections/nlp/modules/common/text_generation_utils.py:987:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/nlp/modules/common/text_generation_utils.py:1004:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/nlp/modules/common/text_generation_utils.py:1307:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/nlp/modules/common/text_generation_utils.py:72:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_utils.py:89:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_utils.py:96:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_utils.py:211:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_utils.py:320:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_utils.py:382:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_utils.py:570:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_utils.py:898:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_utils.py:903:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_utils.py:1101:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/modules/common/text_generation_utils.py:17:0: W0611: Unused import os (unused-import)\nnemo/collections/nlp/modules/common/text_generation_utils.py:30:0: W0611: Unused DEFAULT_VID_END_TOKEN imported from nemo.collections.multimodal.data.neva.conversation (unused-import)\nnemo/collections/nlp/modules/common/text_generation_utils.py:30:0: W0611: Unused DEFAULT_VID_START_TOKEN imported from nemo.collections.multimodal.data.neva.conversation (unused-import)\n\n-----------------------------------\nYour code has been rated at 9.65/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
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"[π€]: Hi @haifengqian π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12149573936) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"This PR was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-12-03T20:22:54 | 2024-12-27T01:58:17 | 2024-12-27T01:58:16 | COLLABORATOR | {
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} | # What does this PR do ?
add batching support in inference server
**Collection**: nlp
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [x] New Feature
- [ ] Bugfix
- [ ] Documentation
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] | 2024-12-03T20:18:51 | 2024-12-03T20:19:24 | 2024-12-03T20:19:12 | COLLABORATOR | {
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
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To re-run CI remove and add the label again.
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# Before your PR is "Ready for review"
**Pre checks**:
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- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
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- [ ] Bugfix
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"I made some changes to enable the training to converge (commit https://github.com/NVIDIA/NeMo/pull/11464/commits/c605d12aa89f8674e6a11141a0e7fdd4c9e80c5c):\r\n* Preserve HF tokenizer's Whisper special tokens (prompt)\r\n* Change the precision to bf16 (fp16 results in nan after the first weight update)\r\n* Fix decoder_input_ids and labels for training step",
"[π€]: Hi @oyilmaz-nvidia π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12476579837) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-12-03T18:58:27 | 2024-12-24T05:28:26 | 2024-12-24T05:28:25 | COLLABORATOR | {
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} | # What does this PR do ?
Adds AutoModelSeq2Seq HF support
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.deploy.service.rest_model_api\nnemo/deploy/service/rest_model_api.py:91:0: C0301: Line too long (155/119) (line-too-long)\nnemo/deploy/service/rest_model_api.py:92:0: C0301: Line too long (152/119) (line-too-long)\nnemo/deploy/service/rest_model_api.py:23:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/deploy/service/rest_model_api.py:41:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/deploy/service/rest_model_api.py:45:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/deploy/service/rest_model_api.py:49:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/deploy/service/rest_model_api.py:71:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/deploy/service/rest_model_api.py:84:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/deploy/service/rest_model_api.py:109:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/deploy/service/rest_model_api.py:12:0: W0611: Unused Path imported from pathlib (unused-import)\n************* Module scripts.deploy.nlp.deploy_triton\nscripts/deploy/nlp/deploy_triton.py:394:0: C0301: Line too long (121/119) (line-too-long)\nscripts/deploy/nlp/deploy_triton.py:30:0: C0115: Missing class docstring (missing-class-docstring)\nscripts/deploy/nlp/deploy_triton.py:49:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/deploy/nlp/deploy_triton.py:259:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/deploy/nlp/deploy_triton.py:371:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/deploy/nlp/deploy_triton.py:378:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.37/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"Bumping this again for a review. Thanks!",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"This PR was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-12-03T17:36:06 | 2025-01-10T02:00:20 | 2025-01-10T02:00:19 | MEMBER | {
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} | # What does this PR do ?
Updated the LLM model conversion and deployment scripts to be in-line with OpenAI standards and for a more streamlined execution process.
**Collection**: NLP
# Changelog
* Change /v1/completions/ endpoint to /v1/completions to be aligned with OpenAI API specs.
* Update default Triton port to be consistent between deployment and API scripts.
* Set the requested environment variables used by the API in the deployment script.
# Usage
* Deploy an existing `.nemo` model with the following:
```
python3 scripts/deploy/nlp/deploy_triton.py --nemo_checkpoint /path/to/pretrained-model.nemo --tensor_parallelism_size 4 --start_rest_service True --triton_model_name triton-model --model_type mixtral --max_input_len 4096 --max_output_len 8192
```
Then, you can send a query to the service one deployed with:
```
curl -X POST http://0.0.0.0:8080/v1/completions/ -H "Content-Type: application/json" -H "accept: application/json" -d '{"prompt": "User: Write me a story about a baby dragon learning how to fly\nAssistant:", "model": "triton-model"}'
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
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"[π€]: Hi @pzelasko π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12171899338) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g",
"[π€]: Hi @pzelasko π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12244851649) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g",
"[π€]: Hi @pzelasko π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12278822601) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g",
"<!-- pylint-output-strict-mode-true -->\n\nbeep boop π€: π¨ The following files must be fixed before merge!\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"<!-- pylint-output-strict-mode-true -->\n\nbeep boop π€: π¨ The following files must be fixed before merge!\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.common.prompts.plain\nnemo/collections/common/prompts/plain.py:44:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.checkpoint_converters.convert_gemma_nemo_to_hf\nscripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:56:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:107:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:286:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:20:0: W0611: Unused open_dict imported from omegaconf (unused-import)\n************* Module scripts.speech_llm.export_conversations_to_tar\nscripts/speech_llm/export_conversations_to_tar.py:31:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.asr.data.audio_to_text_lhotse\nnemo/collections/asr/data/audio_to_text_lhotse.py:37:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.asr.data.audio_to_text_lhotse_prompted\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:62:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:29:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:114:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:15:0: W0611: Unused Callable imported from typing (unused-import)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:24:0: W0611: Unused CanaryPromptFormatter imported from nemo.collections.common.prompts (unused-import)\n************* Module nemo.collections.asr.models.aed_multitask_models\nnemo/collections/asr/models/aed_multitask_models.py:694:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:736:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:787:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:795:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:1069:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:1135:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:46:0: W0611: Unused get_prompt_format_fn imported from nemo.collections.common.data.prompt_fn (unused-import)\n************* Module nemo.collections.asr.modules.conformer_encoder\nnemo/collections/asr/modules/conformer_encoder.py:68:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:101:0: C0301: Line too long (163/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:104:0: C0301: Line too long (185/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:116:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:117:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:119:0: C0301: Line too long (204/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:121:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:152:0: C0301: Line too long (137/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:815:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:831:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:838:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:1159:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:1216:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:472:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:500:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:519:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:531:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:679:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:758:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:812:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:1110:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:1185:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:1241:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.common.data.lhotse.cutset\nnemo/collections/common/data/lhotse/cutset.py:626:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/common/data/lhotse/cutset.py:64:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/cutset.py:203:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:224:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:239:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:258:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:273:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:289:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:296:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:342:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:439:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:488:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.data.lhotse.dataloader\nnemo/collections/common/data/lhotse/dataloader.py:141:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:157:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:165:0: C0301: Line too long (148/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:337:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:347:0: C0301: Line too long (206/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:384:0: C0301: Line too long (178/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:466:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:467:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:468:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:791:0: C0301: Line too long (213/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:798:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:200:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:441:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:715:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:723:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:735:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.data.lhotse.text_adapters\nnemo/collections/common/data/lhotse/text_adapters.py:190:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:327:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:485:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:488:0: C0301: Line too long (155/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:43:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:51:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:57:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:63:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:68:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:93:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:125:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:154:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:219:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:238:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:246:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:309:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:313:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:318:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:323:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:337:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:365:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:369:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:372:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:375:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:407:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:546:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:553:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:567:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.canary\nnemo/collections/common/prompts/canary.py:127:0: C0301: Line too long (144/119) (line-too-long)\nnemo/collections/common/prompts/canary.py:33:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/canary.py:76:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.formatter\nnemo/collections/common/prompts/formatter.py:278:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/common/prompts/formatter.py:36:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/formatter.py:38:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:53:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/formatter.py:200:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:209:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:213:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:218:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:245:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:258:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.gemma\nnemo/collections/common/prompts/gemma.py:29:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/gemma.py:52:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.llama\nnemo/collections/common/prompts/llama.py:54:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/llama.py:75:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/llama.py:95:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.tokenizers.aggregate_tokenizer\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:41:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:26:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:34:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:140:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:155:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:169:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:196:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:228:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:231:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:235:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:239:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.data.audio_text_dataset\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:199:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:212:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:217:0: C0301: Line too long (262/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:221:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:222:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:228:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:233:0: C0301: Line too long (147/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:234:0: C0301: Line too long (174/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:235:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:246:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:438:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:477:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:544:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:622:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:623:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:633:0: C0301: Line too long (147/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:634:0: C0301: Line too long (174/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:635:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:646:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:885:0: C0301: Line too long (175/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:931:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:992:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1087:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1133:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:331:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:489:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:505:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:838:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:860:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:949:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1010:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1060:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:46:0: W0611: Unused logging_mode imported from nemo.utils (unused-import)\n************* Module nemo.collections.multimodal.speech_llm.data.build_dataset\nnemo/collections/multimodal/speech_llm/data/build_dataset.py:51:0: C0301: Line too long (158/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/build_dataset.py:37:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/build_dataset.py:17:0: W0611: Unused import omegaconf (unused-import)\n************* Module nemo.collections.multimodal.speech_llm.data.lhotse_dataset\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:57:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:58:0: C0301: Line too long (167/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:30:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:189:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:15:0: W0611: Unused Optional imported from typing (unused-import)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:15:0: W0611: Unused Union imported from typing (unused-import)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:23:0: W0611: Unused ceil_to_nearest imported from nemo.collections.multimodal.speech_llm.parts.utils.data_utils (unused-import)\n************* Module nemo.collections.multimodal.speech_llm.models.modular_models\nnemo/collections/multimodal/speech_llm/models/modular_models.py:424:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:459:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:715:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:786:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:787:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1151:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1186:0: C0301: Line too long (254/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1220:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1225:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1234:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1241:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1245:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1301:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1347:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1350:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1447:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1466:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1471:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1550:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1695:0: C0301: Line too long (142/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1696:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1732:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:97:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:869:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:893:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1072:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1636:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.models.modular_t5_models\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:152:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:519:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:551:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:552:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:826:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:831:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:840:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:847:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:851:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:966:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:969:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1058:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1077:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1082:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1162:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1348:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:93:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:178:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:274:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:343:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:545:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:628:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:649:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:745:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:771:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:815:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:924:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1037:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1218:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1235:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1341:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.modules.common.audio_text_generation_utils\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:322:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:328:0: C0301: Line too long (148/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:553:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:556:0: C0301: Line too long (182/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:559:0: C0301: Line too long (177/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:621:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:56:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:205:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:518:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:523:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.modules.perception_modules\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:146:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:275:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:445:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:96:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:120:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:163:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:318:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:343:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:394:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:437:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:480:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.parts.mixins.adapter_mixin\nnemo/collections/multimodal/speech_llm/parts/mixins/adapter_mixin.py:73:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/mixins/adapter_mixin.py:25:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.multimodal.speech_llm.parts.utils.data_utils\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:54:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:55:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:187:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:188:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:193:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:195:0: C0301: Line too long (180/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:196:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:268:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:284:0: C0301: Line too long (201/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:392:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:26:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:32:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:36:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.nlp.models.language_modeling.megatron_base_model\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:103:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:111:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:253:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:271:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:346:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:606:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:661:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:833:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:971:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:990:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1107:0: C0301: Line too long (195/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1164:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1213:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1296:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:330:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:461:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:466:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:699:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:751:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:932:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1036:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1271:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1302:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1306:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1310:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.nlp.models.language_modeling.megatron_gpt_model\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:327:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:367:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:413:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:460:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:793:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1108:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1129:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1339:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1380:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1437:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1618:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1619:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1621:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1792:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1812:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1820:0: C0301: Line too long (155/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1841:0: C0301: Line too long (141/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1911:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1938:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:140:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:153:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:179:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:198:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:245:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:283:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:287:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:299:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:307:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:469:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:472:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:703:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:707:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:789:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1106:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1179:12: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1228:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1257:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1450:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1585:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1593:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1602:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1886:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2039:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2046:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2052:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:20:0: W0611: Unused fields imported from dataclasses (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:28:0: W0611: Unused _DataFetcherWrapper imported from lightning.pytorch.loops.fetchers (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:30:0: W0611: Unused OmegaConf imported from omegaconf (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:72:0: W0611: Unused activation_to_func imported from nemo.collections.nlp.parts.utils_funcs (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:81:4: W0611: Unused megatron.core imported as core (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:82:4: W0611: Unused tensor_parallel imported from megatron.core (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:101:4: W0611: Unused init_method_normal imported from megatron.core.utils (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:101:4: W0611: Unused scaled_init_method_normal imported from megatron.core.utils (unused-import)\n************* Module nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:16:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:568:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:569:0: C0301: Line too long (137/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:571:0: C0301: Line too long (183/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:57:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:117:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:34:0: W0611: Unused VirtualPromptStyle imported from nemo.collections.nlp.modules.common (unused-import)\n************* Module scripts.speech_recognition.estimate_duration_bins_2d\nscripts/speech_recognition/estimate_duration_bins_2d.py:59:0: C0301: Line too long (162/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:66:0: C0301: Line too long (227/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:123:0: C0301: Line too long (137/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:132:0: C0301: Line too long (141/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:229:0: C0301: Line too long (161/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:40:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:223:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:234:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:252:0: C0115: Missing class docstring (missing-class-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:266:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:271:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.speech_recognition.oomptimizer\nscripts/speech_recognition/oomptimizer.py:253:0: C0301: Line too long (125/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:264:0: C0301: Line too long (121/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:273:0: C0301: Line too long (178/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:281:0: C0301: Line too long (135/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:316:0: C0301: Line too long (126/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:466:0: C0301: Line too long (183/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:488:0: C0301: Line too long (185/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:505:0: C0301: Line too long (139/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:226:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/oomptimizer.py:20:0: W0611: Unused Iterable imported from typing (unused-import)\nscripts/speech_recognition/oomptimizer.py:20:0: W0611: Unused Literal imported from typing (unused-import)\n\n-----------------------------------\nYour code has been rated at 9.54/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.common.prompts.plain\nnemo/collections/common/prompts/plain.py:44:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.checkpoint_converters.convert_gemma_nemo_to_hf\nscripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:56:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:107:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:286:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/checkpoint_converters/convert_gemma_nemo_to_hf.py:20:0: W0611: Unused open_dict imported from omegaconf (unused-import)\n************* Module scripts.speech_llm.export_conversations_to_tar\nscripts/speech_llm/export_conversations_to_tar.py:31:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.asr.data.audio_to_text_lhotse\nnemo/collections/asr/data/audio_to_text_lhotse.py:37:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.asr.data.audio_to_text_lhotse_prompted\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:62:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:29:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:114:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:15:0: W0611: Unused Callable imported from typing (unused-import)\nnemo/collections/asr/data/audio_to_text_lhotse_prompted.py:24:0: W0611: Unused CanaryPromptFormatter imported from nemo.collections.common.prompts (unused-import)\n************* Module nemo.collections.asr.models.aed_multitask_models\nnemo/collections/asr/models/aed_multitask_models.py:694:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:736:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:787:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:795:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:1069:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:1135:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/models/aed_multitask_models.py:46:0: W0611: Unused get_prompt_format_fn imported from nemo.collections.common.data.prompt_fn (unused-import)\n************* Module nemo.collections.asr.modules.conformer_encoder\nnemo/collections/asr/modules/conformer_encoder.py:68:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:101:0: C0301: Line too long (163/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:104:0: C0301: Line too long (185/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:116:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:117:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:119:0: C0301: Line too long (204/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:121:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:152:0: C0301: Line too long (137/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:815:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:831:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:838:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:1159:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:1216:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/asr/modules/conformer_encoder.py:472:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:500:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:519:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:531:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:679:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:758:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:812:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:1110:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:1185:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/conformer_encoder.py:1241:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.common.data.lhotse.cutset\nnemo/collections/common/data/lhotse/cutset.py:626:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/common/data/lhotse/cutset.py:64:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/cutset.py:203:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:224:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:239:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:258:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:273:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:289:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:296:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:342:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:439:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/cutset.py:488:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.data.lhotse.dataloader\nnemo/collections/common/data/lhotse/dataloader.py:141:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:157:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:165:0: C0301: Line too long (148/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:337:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:347:0: C0301: Line too long (206/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:384:0: C0301: Line too long (178/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:466:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:467:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:468:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:791:0: C0301: Line too long (213/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:798:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/common/data/lhotse/dataloader.py:200:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:441:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:715:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:723:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/dataloader.py:735:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.data.lhotse.text_adapters\nnemo/collections/common/data/lhotse/text_adapters.py:190:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:327:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:485:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:488:0: C0301: Line too long (155/119) (line-too-long)\nnemo/collections/common/data/lhotse/text_adapters.py:43:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:51:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:57:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:63:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:68:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:93:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:125:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:154:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:219:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:238:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:246:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:309:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:313:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:318:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:323:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:337:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:365:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:369:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:372:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:375:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:407:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:546:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:553:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/data/lhotse/text_adapters.py:567:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.canary\nnemo/collections/common/prompts/canary.py:127:0: C0301: Line too long (144/119) (line-too-long)\nnemo/collections/common/prompts/canary.py:33:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/canary.py:76:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.formatter\nnemo/collections/common/prompts/formatter.py:278:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/common/prompts/formatter.py:36:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/formatter.py:38:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:53:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/formatter.py:200:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:209:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:213:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:218:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:245:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/formatter.py:258:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.gemma\nnemo/collections/common/prompts/gemma.py:29:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/prompts/gemma.py:52:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.prompts.llama\nnemo/collections/common/prompts/llama.py:54:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/llama.py:75:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/prompts/llama.py:95:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.tokenizers.aggregate_tokenizer\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:41:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:26:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:34:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:140:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:155:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:169:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:196:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:228:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:231:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:235:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/tokenizers/aggregate_tokenizer.py:239:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.data.audio_text_dataset\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:199:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:212:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:217:0: C0301: Line too long (262/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:221:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:222:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:228:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:233:0: C0301: Line too long (147/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:234:0: C0301: Line too long (174/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:235:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:246:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:438:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:477:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:544:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:622:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:623:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:633:0: C0301: Line too long (147/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:634:0: C0301: Line too long (174/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:635:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:646:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:885:0: C0301: Line too long (175/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:931:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:992:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1087:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1133:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:331:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:489:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:505:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:838:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:860:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:949:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1010:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:1060:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/audio_text_dataset.py:46:0: W0611: Unused logging_mode imported from nemo.utils (unused-import)\n************* Module nemo.collections.multimodal.speech_llm.data.build_dataset\nnemo/collections/multimodal/speech_llm/data/build_dataset.py:51:0: C0301: Line too long (158/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/build_dataset.py:37:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/build_dataset.py:17:0: W0611: Unused import omegaconf (unused-import)\n************* Module nemo.collections.multimodal.speech_llm.data.lhotse_dataset\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:57:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:58:0: C0301: Line too long (167/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:30:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:189:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:15:0: W0611: Unused Optional imported from typing (unused-import)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:15:0: W0611: Unused Union imported from typing (unused-import)\nnemo/collections/multimodal/speech_llm/data/lhotse_dataset.py:23:0: W0611: Unused ceil_to_nearest imported from nemo.collections.multimodal.speech_llm.parts.utils.data_utils (unused-import)\n************* Module nemo.collections.multimodal.speech_llm.models.modular_models\nnemo/collections/multimodal/speech_llm/models/modular_models.py:424:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:459:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:715:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:786:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:787:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1151:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1186:0: C0301: Line too long (254/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1220:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1225:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1234:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1241:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1245:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1301:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1347:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1350:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1447:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1466:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1471:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1550:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1695:0: C0301: Line too long (142/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1696:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1732:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:97:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:869:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:893:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1072:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_models.py:1636:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.models.modular_t5_models\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:152:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:519:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:551:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:552:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:826:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:831:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:840:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:847:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:851:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:966:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:969:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1058:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1077:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1082:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1162:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1348:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:93:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:178:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:274:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:343:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:545:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:628:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:649:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:745:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:771:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:815:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:924:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1037:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1218:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1235:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/models/modular_t5_models.py:1341:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.modules.common.audio_text_generation_utils\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:322:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:328:0: C0301: Line too long (148/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:553:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:556:0: C0301: Line too long (182/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:559:0: C0301: Line too long (177/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:621:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:56:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:205:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:518:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/common/audio_text_generation_utils.py:523:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.modules.perception_modules\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:146:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:275:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:445:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:96:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:120:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:163:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:318:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:343:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:394:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:437:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/modules/perception_modules.py:480:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.multimodal.speech_llm.parts.mixins.adapter_mixin\nnemo/collections/multimodal/speech_llm/parts/mixins/adapter_mixin.py:73:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/mixins/adapter_mixin.py:25:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.multimodal.speech_llm.parts.utils.data_utils\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:54:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:55:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:187:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:188:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:193:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:195:0: C0301: Line too long (180/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:196:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:268:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:284:0: C0301: Line too long (201/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:392:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:26:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:32:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/speech_llm/parts/utils/data_utils.py:36:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.nlp.models.language_modeling.megatron_base_model\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:103:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:111:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:253:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:271:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:346:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:606:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:661:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:833:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:971:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:990:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1107:0: C0301: Line too long (195/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1164:0: C0301: Line too long (135/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1213:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1296:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:330:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:461:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:466:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:699:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:751:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:932:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1036:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1271:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1302:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1306:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_base_model.py:1310:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.nlp.models.language_modeling.megatron_gpt_model\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:327:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:367:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:413:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:460:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:793:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1108:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1129:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1339:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1380:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1437:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1618:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1619:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1621:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1792:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1812:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1820:0: C0301: Line too long (155/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1841:0: C0301: Line too long (141/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1911:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1938:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:140:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:153:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:179:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:198:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:245:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:283:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:287:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:299:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:307:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:469:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:472:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:703:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:707:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:789:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1106:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1179:12: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1228:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1257:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1450:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1585:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1593:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1602:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:1886:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2039:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2046:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:2052:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:20:0: W0611: Unused fields imported from dataclasses (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:28:0: W0611: Unused _DataFetcherWrapper imported from lightning.pytorch.loops.fetchers (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:30:0: W0611: Unused OmegaConf imported from omegaconf (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:72:0: W0611: Unused activation_to_func imported from nemo.collections.nlp.parts.utils_funcs (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:81:4: W0611: Unused megatron.core imported as core (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:82:4: W0611: Unused tensor_parallel imported from megatron.core (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:101:4: W0611: Unused init_method_normal imported from megatron.core.utils (unused-import)\nnemo/collections/nlp/models/language_modeling/megatron_gpt_model.py:101:4: W0611: Unused scaled_init_method_normal imported from megatron.core.utils (unused-import)\n************* Module nemo.collections.nlp.models.language_modeling.megatron_t5_adapter_model\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:16:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:568:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:569:0: C0301: Line too long (137/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:571:0: C0301: Line too long (183/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:57:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:117:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_t5_adapter_model.py:34:0: W0611: Unused VirtualPromptStyle imported from nemo.collections.nlp.modules.common (unused-import)\n************* Module scripts.speech_recognition.estimate_duration_bins_2d\nscripts/speech_recognition/estimate_duration_bins_2d.py:59:0: C0301: Line too long (162/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:66:0: C0301: Line too long (227/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:123:0: C0301: Line too long (137/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:132:0: C0301: Line too long (141/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:229:0: C0301: Line too long (161/119) (line-too-long)\nscripts/speech_recognition/estimate_duration_bins_2d.py:40:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:223:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:234:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:252:0: C0115: Missing class docstring (missing-class-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:266:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/estimate_duration_bins_2d.py:271:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module scripts.speech_recognition.oomptimizer\nscripts/speech_recognition/oomptimizer.py:253:0: C0301: Line too long (125/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:264:0: C0301: Line too long (121/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:273:0: C0301: Line too long (178/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:281:0: C0301: Line too long (135/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:316:0: C0301: Line too long (126/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:466:0: C0301: Line too long (183/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:488:0: C0301: Line too long (185/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:505:0: C0301: Line too long (139/119) (line-too-long)\nscripts/speech_recognition/oomptimizer.py:226:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/speech_recognition/oomptimizer.py:20:0: W0611: Unused Iterable imported from typing (unused-import)\nscripts/speech_recognition/oomptimizer.py:20:0: W0611: Unused Literal imported from typing (unused-import)\n\n-----------------------------------\nYour code has been rated at 9.54/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @pzelasko π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12285897480) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-12-03T15:43:07 | 2024-12-12T17:05:35 | 2024-12-12T17:05:32 | COLLABORATOR | {
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} | # What does this PR do ?
Support for EMMETT, VoiceTextBlender, enhanced prompt formatter, and various SpeechLLM improvements.
**Collection**: multimodal
# Changelog
- Support for multimodal SpeechLLM dataloading and training
- Support for TP and FSDP training of SpeechLLM
- Support for EMMETT https://arxiv.org/abs/2409.13523
- Support for VoiceTextBlender https://arxiv.org/abs/2410.17485
- Data types for various text data formats (NMT, chat, multimodal conversation)
- Enhanced prompt formatter with dynamically registered support for data types
- Documentation and tutorials
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [x] New Feature
- [ ] Bugfix
- [x] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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(missing-function-docstring)\nnemo/collections/llm/gpt/data/fine_tuning.py:197:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/fine_tuning.py:209:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/fine_tuning.py:213:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/fine_tuning.py:26:0: W0611: Unused logging imported from nemo.utils (unused-import)\n************* Module nemo.collections.llm.gpt.data.pre_training\nnemo/collections/llm/gpt/data/pre_training.py:136:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/llm/gpt/data/pre_training.py:137:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/llm/gpt/data/pre_training.py:138:0: C0301: Line too long (137/119) (line-too-long)\nnemo/collections/llm/gpt/data/pre_training.py:427:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/llm/gpt/data/pre_training.py:434:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/llm/gpt/data/pre_training.py:49:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/pre_training.py:60:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/pre_training.py:231:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/pre_training.py:343:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/pre_training.py:346:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/pre_training.py:349:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/pre_training.py:368:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.lightning.fabric.fabric\nnemo/lightning/fabric/fabric.py:33:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/fabric/fabric.py:136:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/fabric/fabric.py:149:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/fabric/fabric.py:170:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/fabric/fabric.py:180:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/fabric/fabric.py:17:0: W0611: Unused TYPE_CHECKING imported from typing (unused-import)\nnemo/lightning/fabric/fabric.py:17:0: W0611: Unused List imported from typing (unused-import)\nnemo/lightning/fabric/fabric.py:17:0: W0611: Unused Sequence imported from typing (unused-import)\nnemo/lightning/fabric/fabric.py:24:0: W0611: Unused DataLoader imported from torch.utils.data (unused-import)\n\n-----------------------------------\nYour code has been rated at 8.81/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
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"This PR was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-12-03T15:32:20 | 2024-12-26T01:57:57 | 2024-12-26T01:57:56 | COLLABORATOR | {
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} | # What does this PR do ?
This PR enables fabric by:
1. fixes pre_training and fine_tuning so they don't depend on a trainer
2. fixes the setup method in the fabric class
**Collection**: [Note which collection this PR will affect]
LLM
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [x] New Feature
- [x] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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# What does this PR do ?
Support for initializing lhotse shar dataloader via field: list[path] mapping
**Collection**: [Note which collection this PR will affect]
# Changelog
- Support for initializing lhotse shar dataloader via field: list[path] mapping
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
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- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
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- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.llm.api\nnemo/collections/llm/api.py:601:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.98/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @janekl π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12143270192) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-12-03T13:24:39 | 2024-12-03T21:22:15 | 2024-12-03T21:22:14 | COLLABORATOR | {
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} | # What does this PR do ?
* Addressing CLI type hint issue `Unexpected error: Unserializable value /models/LLAMA31-8B-base-fp8 of type <class 'pathlib.PosixPath'>. Error occurred at path '<root>.export_config.path'.")` in [https://github.com/NVIDIA/NeMo/blob/a635607eea98b95a41f0f7a336ae083f38633630/nemo/collections/llm/quantization/quantizer.py#L83](https://github.com/NVIDIA/NeMo/blob/a635607eea98b95a41f0f7a336ae083f38633630/nemo/collections/llm/quantization/quantizer.py#L83)
* Some renaming
**Collection**: NLP / LLM
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [x] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to https://github.com/NVIDIA/NeMo-Run/pull/118 (prerequisite)
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"Use reinstall.sh in the instructions. Do not use pip. There are a little differences, which you can see from documents.\nOr use this:\n\n> !pip install git+https://github.com/NVIDIA/NeMo.git"
] | 2024-12-03T12:43:57 | 2025-01-03T06:32:27 | null | NONE | {
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} | null | null | null | **Describe the bug**
I was following the tutorials provided in ```/tutorials/asr``` directory. In the ```Training with PyTorch Lightning``` section of ```ASR_with_NeMo.ipynb```, when I run the second code block, I get the following error -
```
valueError: trainer constructor argument must be either None or pytorch_lightning.Trainer. But got <class 'lightning.pytorch.trainer.trainer.Trainer'> instead.
```
This error can be solved by updating the pytorch lightning import to ```import pytorch_lightning as pl```.
I am happy to open a PR to fix this if required!
**Steps/Code to reproduce bug**
The error can be reproduced by running the notebook ```ASR_with_NeMo.ipynb```.
**Expected behavior**
The NeMo model should load from the config.
**Environment overview (please complete the following information)**
- Environment location: Local
- Method of NeMo install: Source
**Environment details**
- OS version Ubuntu 22.04
- PyTorch version 2.5.1
- Python version 3.11
- RTX 3060
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"I think now the PR is ready to be merged :). Can you guys please review it? @rlangman @anteju @blisc "
] | 2024-12-03T12:39:53 | 2024-12-09T19:11:55 | 2024-12-09T19:11:53 | COLLABORATOR | {
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} | # What does this PR do ?
Add [nvidia/low-frame-rate-speech-codec-22khz](https://huggingface.co/nvidia/low-frame-rate-speech-codec-22khz) model on docs
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"This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.",
"This issue was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-12-03T09:47:54 | 2025-01-10T02:00:20 | 2025-01-10T02:00:20 | NONE | {
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} | null | null | null | **Describe the bug**
In trying to generate confidence scores with timestamps using an RNN transducer model (`stt_en_conformer_transducer_large`), with buffering, there is a type mismatch error on [this line](https://github.com/NVIDIA/NeMo/blob/9abd81bee41b44a3946a6e535025752eaa4314cd/nemo/collections/asr/parts/submodules/rnnt_decoding.py#L687) `for ts, te in zip(hyp.timestep, hyp.timestep[1:] + [len(hyp.frame_confidence)])`
```
Sample:: 100%|ββββββββββ| 1/1 [00:00<00:00, 11618.57it/s]
[NeMo W 2024-12-03 14:55:42 rnnt_decoding:1184] Specified segment seperators are not in supported punctuation {"'"}. If the seperators are not punctuation marks, ignore this warning. Otherwise, specify 'segment_gap_threshold' parameter in decoding config to form segments.
<class 'dict'>
Backend macosx is interactive backend. Turning interactive mode on.
Error executing job with overrides: ['model_path=null', 'pretrained_name=stt_en_conformer_transducer_large', 'audio_dir=/Users/aanchan/work/podcast_transcription_using_nemo/test', 'output_filename=/Users/aanchan/work/podcast_transcription_using_nemo/test_rnn_t_f1.json', 'total_buffer_in_secs=4.0', 'chunk_len_in_secs=1.6', 'model_stride=4', 'batch_size=32', 'merge_algo=lcs', 'lcs_alignment_dir=$PWD/lcs']
Traceback (most recent call last):
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/hydra/_internal/utils.py", line 394, in _run_hydra
_run_app(
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/hydra/_internal/utils.py", line 457, in _run_app
run_and_report(
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/hydra/_internal/utils.py", line 223, in run_and_report
raise ex
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/hydra/_internal/utils.py", line 220, in run_and_report
return func()
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/hydra/_internal/utils.py", line 458, in <lambda>
lambda: hydra.run(
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/hydra/_internal/hydra.py", line 132, in run
_ = ret.return_value
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/hydra/core/utils.py", line 260, in return_value
raise self._return_value
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/hydra/core/utils.py", line 186, in run_job
ret.return_value = task_function(task_cfg)
File "/Users/aanchan/work/podcast_transcription_using_nemo/rnnt_timestamps.py", line 301, in main
hyps = get_buffered_pred_feat_rnnt(
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/nemo/collections/asr/parts/utils/transcribe_utils.py", line 95, in get_buffered_pred_feat_rnnt
hyp_list = asr.transcribe(tokens_per_chunk, delay)
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/nemo/collections/asr/parts/utils/streaming_utils.py", line 1309, in transcribe
self.infer_logits()
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
return func(*args, **kwargs)
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/nemo/collections/asr/parts/utils/streaming_utils.py", line 1081, in infer_logits
self._get_batch_preds()
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/torch/utils/_contextlib.py", line 116, in decorate_context
return func(*args, **kwargs)
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/nemo/collections/asr/parts/utils/streaming_utils.py", line 1148, in _get_batch_preds
best_hyp, _ = self.asr_model.decoding.rnnt_decoder_predictions_tensor(
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/nemo/collections/asr/parts/submodules/rnnt_decoding.py", line 569, in rnnt_decoder_predictions_tensor
hypotheses = self.compute_confidence(hypotheses)
File "/Users/aanchan/work/podcast_transcription_using_nemo/env_nemo_1/lib/python3.10/site-packages/nemo/collections/asr/parts/submodules/rnnt_decoding.py", line 688, in compute_confidence
for ts, te in zip(hyp.timestep, hyp.timestep[1:] + [len(hyp.frame_confidence)]):
TypeError: unhashable type: 'slice'
```
A clear and concise description of what the bug is.
From the debugger it looks like hyp.timestamp is a dict, and really the zip should be happening over hyp.timestamp['timestamp'] which happens to be a PyTorch tensor. The slicing over a dict type seems incorrect e.g. hyp.timestamp[1:]
**Steps/Code to reproduce bug**
Please list *minimal* steps or code snippet for us to be able to reproduce the bug.
A helpful guide on on how to craft a minimal bug report http://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-reports.
- Start with the code example [speech_to_text_buffered_infer_rnnt.py](https://github.com/NVIDIA/NeMo/blob/main/examples/asr/asr_chunked_inference/rnnt/speech_to_text_buffered_infer_rnnt.py)
- Add a ConfidenceConfig as in the ASR with [confidence estimation tutorial ](https://github.com/NVIDIA/NeMo/blob/main/tutorials/asr/ASR_Confidence_Estimation.ipynb)
```
from nemo.collections.asr.parts.utils.asr_confidence_utils import (
ConfidenceConfig,
ConfidenceConstants,
ConfidenceMethodConfig,
ConfidenceMethodConstants,
)
confidence_cfg = ConfidenceConfig(
preserve_frame_confidence=True, # Internally set to true if preserve_token_confidence == True
# or preserve_word_confidence == True
preserve_token_confidence=True, # Internally set to true if preserve_word_confidence == True
preserve_word_confidence=True,
aggregation="prod", # How to aggregate frame scores to token scores and token scores to word scores
exclude_blank=False, # If true, only non-blank emissions contribute to confidence scores
tdt_include_duration=False, # If true, calculate duration confidence for the TDT models
method_cfg=ConfidenceMethodConfig( # Config for per-frame scores calculation (before aggregation)
name="max_prob", # Or "entropy" (default), which usually works better
entropy_type="gibbs", # Used only for name == "entropy". Recommended: "tsallis" (default) or "renyi"
alpha=0.5, # Low values (<1) increase sensitivity, high values decrease sensitivity
entropy_norm="lin" # How to normalize (map to [0,1]) entropy. Default: "exp"
)
)
```
- Change the decoding strategy and attach the confidence config to the RNNTDecoderConfig being used
```
asr_model.change_decoding_strategy(
RNNTDecodingConfig(compute_timestamps=True,
preserve_alignments=True,
confidence_cfg=confidence_cfg)
)
```
- Run the script with the following arguments
```speech_to_text_buffered_infer_rnnt.py
model_path=null
pretrained_name=stt_en_conformer_transducer_large
audio_dir=/Users/aanchan/work/podcast_transcription_using_nemo/test
output_filename=/Users/aanchan/work/podcast_transcription_using_nemo/test_rnn_t_f1.json
total_buffer_in_secs=4.0
chunk_len_in_secs=1.6
model_stride=4
batch_size=32
merge_algo="lcs"
lcs_alignment_dir=$PWD/lcs
```
An example code file and input is in [this Google Drive folder](https://drive.google.com/drive/folders/1fzYkRT6ZRQcU7BvJLTrNCyB4bYWbN8uB?usp=sharing)
**Expected behavior**
A clear and concise description of what you expected to happen.
The expected output was a json file with time stamps written out.
**Environment overview (please complete the following information)**
- Environment location: [Bare-metal, Docker, Cloud(specify cloud provider - AWS, Azure, GCP, Collab)]
The environment is a local laptop installation
- Method of NeMo install: [pip install or from source]. Please specify exact commands you used to install.
```
pip install Cython packaging
pip install --upgrade pip
export BRANCH="main"
pip install torch torchvision torchaudio
pip install git+https://github.com/NVIDIA/NeMo.git@$BRANCH#egg=nemo_toolkit[asr]
```
- If method of install is [Docker], provide `docker pull` & `docker run` commands used
**Environment details**
If NVIDIA docker image is used you don't need to specify these.
Otherwise, please provide:
- OS version : MacOS Monterey 12.5
- PyTorch version : 2.5.1
- Python version 3.10.4
**Additional context**
Add any other context about the problem here.
Example: GPU model
This was run on a CPU, and not a GPU
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"@ko3n1ga I can not merge although I got approved. Can you help?",
"@nithinraok, @titu1994 ?",
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(line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:605:0: C0301: Line too long (170/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:611:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:612:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:618:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:619:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:625:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:626:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:632:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:633:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:639:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:640:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:646:0: C0301: Line too long (150/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:647:0: C0301: Line too long (160/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:653:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:654:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:660:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:661:0: C0301: Line too long (163/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:667:0: C0301: Line too long (152/119) (line-too-long)\nnemo/collections/asr/models/ctc_bpe_models.py:668:0: C0301: Line too long (165/119) (line-too-long)\n\n-----------------------------------\nYour code has been rated at 6.09/10\n```\n\n---\n\nMitigation guide:\n\n* Add sensible and useful docstrings to functions and methods\n* For trivial methods like getter/setters, consider adding `# pylint: disable=C0116` inside the function itself\n* To disable multiple functions/methods at once, put a `# pylint: disable=C0116` before the first and a `# pylint: enable=C0116` after the last.\n\nBy applying these rules, we reduce the occurance of this message in future.\n\nThank you for improving NeMo's documentation!"
] | 2024-12-03T01:04:28 | 2024-12-21T06:57:28 | 2024-12-21T06:57:28 | CONTRIBUTOR | {
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} | # What does this PR do ?
Just remove duplicated line, | {
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"@pzelasko did you have a check to look?",
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"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"This PR was closed because it has been inactive for 7 days since being marked as stale."
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@pzelasko I think relevant to you | {
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π Please remember the following to-do's before merge:
- [ ] Verify the presubmit CI
π Please merge this PR only if the CI workflow completed successfully. | {
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"<!-- pylint-output-strict-mode-true -->\n\nbeep boop π€: π¨ The following files must be fixed before merge!\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @hemildesai π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12129652565) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
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This also revamps the sample generation script to add some basic argparse options. | {
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"> LGTM. should not functionally change ckpt content, just perf improvement correct?\r\n\r\nThat's correct. The ckpt contents are the same, and this is strictly a perf improvement"
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If not saving optimizers in the checkpoint, don't generate the sharded optimizer state dict, as it will ultimately be discarded. The ckpt contents are the same, and this is strictly a perf improvement
**Collection**: NLP
# Changelog
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# Additional Information
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.asr.models.hybrid_rnnt_ctc_bpe_models\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:274:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:278:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:288:0: C0301: Line too long (139/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:537:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:538:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:544:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:545:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:551:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:552:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:558:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:559:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:565:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:566:0: C0301: Line too long (190/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:572:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:573:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:579:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:580:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:586:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:587:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:593:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:594:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:600:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:601:0: C0301: Line too long (173/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:607:0: C0301: Line too long (175/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:608:0: C0301: Line too long (211/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:614:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:615:0: C0301: Line too long (193/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:621:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:622:0: C0301: Line too long (197/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:628:0: C0301: Line too long (169/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:629:0: C0301: Line too long (199/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:635:0: C0301: Line too long (170/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:636:0: C0301: Line too long (201/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:642:0: C0301: Line too long (169/119) (line-too-long)\nnemo/collections/asr/models/hybrid_rnnt_ctc_bpe_models.py:643:0: C0301: Line too long (199/119) (line-too-long)\n\n-----------------------------------\nYour code has been rated at 8.60/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"<!-- pylint-output-strict-mode-true -->\n\nbeep boop π€: π¨ The following files must be fixed before merge!\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module run_ipl\nexamples/asr/run_ipl.py:89:0: C0301: Line too long (129/119) (line-too-long)\nexamples/asr/run_ipl.py:98:0: C0116: Missing function or method docstring (missing-function-docstring)\nexamples/asr/run_ipl.py:173:0: C0116: Missing function or method docstring (missing-function-docstring)\nexamples/asr/run_ipl.py:6:0: W0611: Unused Any imported from typing (unused-import)\nexamples/asr/run_ipl.py:6:0: W0611: Unused Dict imported from typing (unused-import)\nexamples/asr/run_ipl.py:15:0: W0611: Unused logging imported from nemo.utils (unused-import)\n\n-----------------------------------\nYour code has been rated at 9.77/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"This PR was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-12-02T09:00:00 | 2024-12-25T01:57:40 | 2024-12-25T01:57:39 | COLLABORATOR | {
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} | # Add iterative pseudo-labeling for any ASR NeMo model
**Collection**: ASR
# Usage
* You can potentially add a usage example below
```python
examples/asr/run_ipl.py config_path='./', config_name='run_ipl'
```
**PR Type**:
- [V ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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"Note: I cannot seem to be able to request review for this PR, therefore based on contributing guidelines I am asking @titu1994 for one as that username was the first one in the list ;). ",
"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"Maybe @redoctopus, @jbalam-nv, or @okuchaiev could review?",
"Would be great to get this merged as `numpy` 2.x is being iffy and always have to apply that patch ;)",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"@oyilmaz-nvidia could you review this PR? It would be really nice if we could get support for numpy>2",
"Yeah, it'd be great if that's the case :). As I said, I have to apply this patch in order to get everything working properly when using `numpy` version >= 2.x.",
"Any updates on this one? :) "
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} | # What does this PR do ?
The PR attempts to restore functionality with recent `numpy` versions; `numpy` 2.0 removed `sctypes` and this is breaking `asr` functionality.
**Collection**: `asr`
# Changelog
- As said above `numpy` from version 2.0 onwards removed `sctypes` functionality, which breaks `asr` functionality in various places (e.g. transcribe_speech, example notebooks etc).
- The changes reside in the `_convert_samples_to_float32` function residing in both [feature_loader.py](https://github.com/NVIDIA/NeMo/blob/main/nemo/collections/asr/parts/preprocessing/feature_loader.py#48) and [segment.py](https://github.com/NVIDIA/NeMo/blob/main/nemo/collections/asr/parts/preprocessing/segment.py#257).
- There have been other issues relating to this (e.g. #10839 and #10180), however these _do not replicate existing functionality_.
# Usage
The usage is that ASR tasks that call `_convert_samples_to_float32` functions now succeed. As noted above, while this has been attempted to be addressed in the PRs mentioned above, I believe that the functionality is not replicated accurately.
More concretely, if you check the output of `sctype` for the types of `int` and `float` in supported versions of `numpy` you'd get the following:
```python
print(np.sctypes["int"])
[<class 'numpy.int8'>, <class 'numpy.int16'>, <class 'numpy.int32'>, <class 'numpy.int64'>]
print(np.sctypes["float"])
[<class 'numpy.float16'>, <class 'numpy.float32'>, <class 'numpy.float64'>]
```
However, if we use the `issubdtype` to perform this the set will be wider, case on point for floating point:
```python
import numpy as np
float128 = np.floating[128]
np.issubdtype(float128, np.floating)
Out[6]: True
```
And, also for integers the set mostly covers the output of `sctype` for _signed_ ones. However any subclass from `signedinteger` or `unsignedinteger` will return true. A more concrete example would be,
```python
import numpy as np
int96 = np.signedinteger[96]
np.issubdtype(int96, np.integer)
Out[4]: True
uint96 = np.unsignedinteger[96]
np.issubdtype(uint96, np.integer)
Out[5]: True
```
Therefore, in this case not only we consider `int{8,16,32,64}` but also `uint{8,16,32,64}` which is not the expected result when querying `sctype['int']` leading to potentially unexpected behavior. Case on point,
```python
import numpy as np
np.issubdtype(np.uint8, np.integer)
Out[3]: True
```
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To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [x] Did you write any new necessary tests? _No new tests were required._
- [x] Did you add or update any necessary documentation? _No documentation update required_.
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc) _No optional components are affected_.
- [x] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
The fix is _backwards compatible_ with all supported `numpy` 1.x versions as well. Therefore, it should pose minimal risk wrt to integration.
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!"
] | 2024-12-02T00:36:01 | 2024-12-02T02:18:30 | 2024-12-02T02:17:44 | NONE | {
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} | # What does this PR do ?
The PR attempts to restore functionality with recent `numpy` versions; `numpy` 2.0 removed `sctypes` and this is breaking `asr` functionality.
edit: closed the PR due to commits not being signed-off properly and rebasing caused issues :)
**Collection**: `asr`
# Changelog
- As said above `numpy` from version 2.0 onwards removed `sctypes` functionality, which breaks `asr` functionality in various places (e.g. transcribe_speech, example notebooks etc).
- The changes reside in the `_convert_samples_to_float32` function residing in both [feature_loader.py](https://github.com/NVIDIA/NeMo/blob/main/nemo/collections/asr/parts/preprocessing/feature_loader.py#48) and [segment.py](https://github.com/NVIDIA/NeMo/blob/main/nemo/collections/asr/parts/preprocessing/segment.py#257).
- There have been other issues relating to this (e.g. #10839 and #10180), however these _do not replicate existing functionality_.
# Usage
The usage is that ASR tasks that call `_convert_samples_to_float32` functions now succeed. As noted above, while this has been attempted to be addressed in the PRs mentioned above, I believe that the functionality is not replicated accurately.
More concretely, if you check the output of `sctype` for the types of `int` and `float` in supported versions of `numpy` you'd get the following:
```python
print(np.sctypes["int"])
[<class 'numpy.int8'>, <class 'numpy.int16'>, <class 'numpy.int32'>, <class 'numpy.int64'>]
print(np.sctypes["float"])
[<class 'numpy.float16'>, <class 'numpy.float32'>, <class 'numpy.float64'>]
```
However, if we use the `issubdtype` to perform this the set will be wider, case on point for floating point:
```python
import numpy as np
float128 = np.floating[128]
np.issubdtype(float128, np.floating)
Out[6]: True
```
And, also for integers the set mostly covers the output of `sctype` for _signed_ ones. However any subclass from `signedinteger` or `unsignedinteger` will return true. A more concrete example would be,
```python
import numpy as np
int96 = np.signedinteger[96]
np.issubdtype(int96, np.integer)
Out[4]: True
uint96 = np.unsignedinteger[96]
np.issubdtype(uint96, np.integer)
Out[5]: True
```
Therefore, in this case not only we consider `int{8,16,32,64}` but also `uint{8,16,32,64}` which is not the expected result when querying `sctype['int']` leading to potentially unexpected behavior. Case on point,
```python
import numpy as np
np.issubdtype(np.uint8, np.integer)
Out[3]: True
```
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**Pre checks**:
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- [x] Did you add or update any necessary documentation? _No documentation update required_.
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# Additional Information
The fix is _backwards compatible_ with all supported `numpy` 1.x versions as well. Therefore, it should pose minimal risk wrt to integration.
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π Please remember the following to-do's before merge:
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.llm.gpt.data.packed_sequence\nnemo/collections/llm/gpt/data/packed_sequence.py:94:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/llm/gpt/data/packed_sequence.py:89:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.utils.sequence_packing_utils\nnemo/utils/sequence_packing_utils.py:53:0: C0301: Line too long (125/119) (line-too-long)\nnemo/utils/sequence_packing_utils.py:112:0: C0301: Line too long (127/119) (line-too-long)\nnemo/utils/sequence_packing_utils.py:121:0: C0301: Line too long (122/119) (line-too-long)\nnemo/utils/sequence_packing_utils.py:122:0: C0301: Line too long (139/119) (line-too-long)\n************* Module scripts.nlp_language_modeling.prepare_packed_ft_dataset\nscripts/nlp_language_modeling/prepare_packed_ft_dataset.py:207:0: C0301: Line too long (157/119) (line-too-long)\nscripts/nlp_language_modeling/prepare_packed_ft_dataset.py:170:0: C0115: Missing class docstring (missing-class-docstring)\nscripts/nlp_language_modeling/prepare_packed_ft_dataset.py:176:4: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/nlp_language_modeling/prepare_packed_ft_dataset.py:189:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.48/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
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# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"This PR was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-11-30T23:08:53 | 2024-12-23T01:59:36 | 2024-12-23T01:59:36 | CONTRIBUTOR | {
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} | # What does this PR do ?
Add flops calculation utilities for [Grok](https://github.com/NVIDIA/NeMo-Framework-Launcher/blob/main/launcher_scripts/conf/training/grok/grok1_proxy.yaml).
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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"@akoumpa could you trigger CI",
"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.nlp.modules.common.megatron.megatron_init\nnemo/collections/nlp/modules/common/megatron/megatron_init.py:263:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/nlp/modules/common/megatron/megatron_init.py:264:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/nlp/modules/common/megatron/megatron_init.py:265:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/nlp/modules/common/megatron/megatron_init.py:368:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/nlp/modules/common/megatron/megatron_init.py:88:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.78/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"Closing this since [!11427 ](https://github.com/NVIDIA/NeMo/pull/11427) is merged"
] | 2024-11-30T22:42:25 | 2024-12-06T18:02:27 | 2024-12-06T18:02:26 | CONTRIBUTOR | {
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} | # What does this PR do ?
Make the use of megatron RankGenerator consistent with recent megatron changes [!1940](https://github.com/NVIDIA/Megatron-LM/commit/7f22e210cddc3215adda25d9e16ea512dc32458c)
**Collection**: [Note which collection this PR will affect]
# Changelog
Make the use of RankGenerator consistent with recent Mcore changes [!1940](https://github.com/NVIDIA/Megatron-LM/commit/7f22e210cddc3215adda25d9e16ea512dc32458c)
In `fake_initialize_model_parallel` function in `nemo/collections/nlp/modules/common/megatron/megatron_init.py`
* use ep=1 for decoder_rank_generator, making it treat EP as part of DP
* define a new expert_decoder_rank_generator to handle EP groups/ranks only
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [x ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.",
"Touching this so it's no longer stale. I must be doing something wrong as I am not getting a response to the PR or to this issue. Can anyone see this?"
] | 2024-11-30T11:02:20 | 2025-01-01T02:03:33 | null | NONE | {
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} | null | null | null | I have submitted a PR to fix a bug in nemo diarization, but I believe it is stuck in the workflow process. Here is the PR: https://github.com/NVIDIA/NeMo/pull/11049
I have change 2 lines, in this commit:
https://github.com/NVIDIA/NeMo/pull/11049/commits/86dc207d713b260d4a76b1c4518b82a72b0277c7
But there are several other automatic commits and merges that have occurred, and the PR seems to be waiting for integration tests. I believe I have tagged the right people for review, but I am not getting any response.
Can someone assist me? Apologies if I am doing this wrong - I am new to git and the nemo PR process.
Thank you. | null | {
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π Please remember the following to-do's before merge:
- [ ] Verify the presubmit CI
π Please merge this PR only if the CI workflow completed successfully. | {
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Add vLLM nemo_export.py test in GitHub CI.
**Collection**: NLP / LLM
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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test
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Introduce extra checks based on `in_framework_supported` flag when some imports from `nemo.deploy.nlp` fail, which may happen for virtual environment `/opt/venv` that is used for vLLM.
**Collection**: NLP / LLM
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
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```python
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# GitHub Actions CI
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- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
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Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to https://github.com/NVIDIA/NeMo/pull/11413
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# Changelog
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# Usage
* You can potentially add a usage example below
```python
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# GitHub Actions CI
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- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
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Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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} | # What does this PR do ?
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"@titu1994 mb u can help me?\n",
"This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.",
"This issue was closed because it has been inactive for 7 days since being marked as stale."
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"This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.",
"This issue was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-11-28T14:42:32 | 2025-01-06T02:01:11 | 2025-01-06T02:01:10 | NONE | {
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} | null | null | null | **Is your feature request related to a problem? Please describe.**
Hi,
I was reading the paper "A Compact End-to-End Model with Local and Global Context for Spoken Language Identification".
In the paper, it is mentioned that "We open-source the model through NVIDIA NeMo". However, after searching the repository, I could only find AmberNet.
Could you please advise where I can find the setup or training scripts for TitaNet-LID? Is there a pre-trained model available for experimentation?
Thank you for your help!
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module setup\nsetup.py:57:0: C0116: Missing function or method docstring (missing-function-docstring)\nsetup.py:72:0: C0116: Missing function or method docstring (missing-function-docstring)\nsetup.py:142:0: C0115: Missing class docstring (missing-class-docstring)\n\n-----------------------------------\nYour code has been rated at 9.64/10\n```\n\n---\n\nMitigation guide:\n\n* Add sensible and useful docstrings to functions and methods\n* For trivial methods like getter/setters, consider adding `# pylint: disable=C0116` inside the function itself\n* To disable multiple functions/methods at once, put a `# pylint: disable=C0116` before the first and a `# pylint: enable=C0116` after the last.\n\nBy applying these rules, we reduce the occurance of this message in future.\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @ko3n1g π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12669189825) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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} | # What does this PR do ?
Adding pointers to pretrained models on NGC
**Collection**: audio
# Changelog
- Added `PretrainedModelInfo`
# Usage
N/A
# GitHub Actions CI
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# Before your PR is "Ready for review"
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} | # What does this PR do ?
This PR adds documentation for audio collection.
**Collection**: audio, docs
# Changelog
- Adding initial documentation
# Usage
To build locally:
```python
conda create -n nemo_docs python=3.10
conda activate nemo_docs
pip install -r requirements/requirements_docs.txt
cd docs
make clean && make html && make html
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
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- [ ] Did you write any new necessary tests?
- [x] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [x] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"[π€]: Hi @yashaswikarnati π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12307353581) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
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} | # What does this PR do ?
Adding Github Actions tests for Llava Next
**Collection**: VLM
# Changelog
- github actions CI test for llava next training.
- modify pretrain recipe to have pretrained language model path
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [x] Did you write any new necessary tests?
- [x] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [x] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.llm.gpt.data.core\nnemo/collections/llm/gpt/data/core.py:25:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.nlp.data.language_modeling.megatron.gpt_sft_chat_dataset\nnemo/collections/nlp/data/language_modeling/megatron/gpt_sft_chat_dataset.py:116:0: C0301: Line too long (144/119) (line-too-long)\nnemo/collections/nlp/data/language_modeling/megatron/gpt_sft_chat_dataset.py:147:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/nlp/data/language_modeling/megatron/gpt_sft_chat_dataset.py:156:0: C0301: Line too long (165/119) (line-too-long)\nnemo/collections/nlp/data/language_modeling/megatron/gpt_sft_chat_dataset.py:177:0: C0301: Line too long (169/119) (line-too-long)\nnemo/collections/nlp/data/language_modeling/megatron/gpt_sft_chat_dataset.py:240:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/nlp/data/language_modeling/megatron/gpt_sft_chat_dataset.py:59:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/data/language_modeling/megatron/gpt_sft_chat_dataset.py:182:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/data/language_modeling/megatron/gpt_sft_chat_dataset.py:307:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.lightning.io.connector\nnemo/lightning/io/connector.py:148:0: C0301: Line too long (126/119) (line-too-long)\nnemo/lightning/io/connector.py:173:0: C0301: Line too long (152/119) (line-too-long)\nnemo/lightning/io/connector.py:71:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/io/connector.py:74:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/io/connector.py:120:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/io/connector.py:130:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/io/connector.py:268:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/io/connector.py:274:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/io/connector.py:18:0: W0611: Unused PurePath imported from pathlib (unused-import)\n\n-----------------------------------\nYour code has been rated at 9.51/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"<!-- pylint-output-strict-mode-true -->\n\nbeep boop π€: π¨ The following files must be fixed before merge!\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @cuichenx π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12327526637) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-11-27T20:20:30 | 2024-12-16T23:03:00 | 2024-12-16T23:02:59 | COLLABORATOR | {
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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The following annotations have been identified:\n\n```\n************* Module run_helper\nexamples/asr/run_helper.py:87:0: C0301: Line too long (137/119) (line-too-long)\nexamples/asr/run_helper.py:159:0: C0301: Line too long (131/119) (line-too-long)\nexamples/asr/run_helper.py:29:0: C0116: Missing function or method docstring (missing-function-docstring)\nexamples/asr/run_helper.py:48:0: C0116: Missing function or method docstring (missing-function-docstring)\nexamples/asr/run_helper.py:62:0: C0116: Missing function or method docstring (missing-function-docstring)\nexamples/asr/run_helper.py:86:0: C0116: Missing function or method docstring (missing-function-docstring)\nexamples/asr/run_helper.py:102:0: C0116: Missing function or method docstring (missing-function-docstring)\nexamples/asr/run_helper.py:128:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module speech_pretraining.downstream.speech_classification_mfa_train\nexamples/asr/speech_pretraining/downstream/speech_classification_mfa_train.py:58:0: C0116: Missing function or method docstring (missing-function-docstring)\nexamples/asr/speech_pretraining/downstream/speech_classification_mfa_train.py:86:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module speech_pretraining.masked_token_pred_pretrain\nexamples/asr/speech_pretraining/masked_token_pred_pretrain.py:51:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module auto_config\nexamples/llm/auto_configurator/auto_config.py:28:0: C0116: Missing function or method docstring (missing-function-docstring)\nexamples/llm/auto_configurator/auto_config.py:38:0: C0115: Missing class docstring (missing-class-docstring)\nexamples/llm/auto_configurator/auto_config.py:47:0: C0116: Missing function or method docstring 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method docstring (missing-function-docstring)\n************* Module megatron_t5_speechllm_inference\nexamples/tts/speechllm/megatron_t5_speechllm_inference.py:25:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.asr.data.ssl_dataset\nnemo/collections/asr/data/ssl_dataset.py:227:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/asr/data/ssl_dataset.py:546:0: C0301: Line too long (175/119) (line-too-long)\nnemo/collections/asr/data/ssl_dataset.py:559:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/asr/data/ssl_dataset.py:642:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/asr/data/ssl_dataset.py:649:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/asr/data/ssl_dataset.py:39:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/ssl_dataset.py:50:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/ssl_dataset.py:295:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/ssl_dataset.py:355:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/ssl_dataset.py:446:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/data/ssl_dataset.py:479:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/data/ssl_dataset.py:498:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/data/ssl_dataset.py:531:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/data/ssl_dataset.py:587:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/data/ssl_dataset.py:623:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module 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method docstring (missing-function-docstring)\n************* Module nemo.collections.asr.modules.ssl_modules.masking\nnemo/collections/asr/modules/ssl_modules/masking.py:192:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/ssl_modules/masking.py:195:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/modules/ssl_modules/masking.py:198:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.asr.modules.ssl_modules.multi_layer_feat\nnemo/collections/asr/modules/ssl_modules/multi_layer_feat.py:148:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/asr/modules/ssl_modules/multi_layer_feat.py:27:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/modules/ssl_modules/multi_layer_feat.py:84:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/modules/ssl_modules/multi_layer_feat.py:160:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.asr.modules.ssl_modules.quantizers\nnemo/collections/asr/modules/ssl_modules/quantizers.py:24:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.asr.parts.submodules.wfst_decoder\nnemo/collections/asr/parts/submodules/wfst_decoder.py:187:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/submodules/wfst_decoder.py:191:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/submodules/wfst_decoder.py:195:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/submodules/wfst_decoder.py:199:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/submodules/wfst_decoder.py:310:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/submodules/wfst_decoder.py:322:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/submodules/wfst_decoder.py:334:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/submodules/wfst_decoder.py:346:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/submodules/wfst_decoder.py:350:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/submodules/wfst_decoder.py:575:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.asr.parts.utils.wfst_utils\nnemo/collections/asr/parts/utils/wfst_utils.py:1305:0: C0301: Line too long (142/119) (line-too-long)\nnemo/collections/asr/parts/utils/wfst_utils.py:116:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/parts/utils/wfst_utils.py:993:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/parts/utils/wfst_utils.py:1009:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/asr/parts/utils/wfst_utils.py:1079:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/utils/wfst_utils.py:1084:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/utils/wfst_utils.py:1088:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/asr/parts/utils/wfst_utils.py:1092:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.audio.parts.submodules.flow\nnemo/collections/audio/parts/submodules/flow.py:192:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/audio/parts/submodules/flow.py:196:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.audio.parts.submodules.transformerunet\nnemo/collections/audio/parts/submodules/transformerunet.py:128:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/audio/parts/submodules/transformerunet.py:155:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/audio/parts/submodules/transformerunet.py:168:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.common.parts.run_utils\nnemo/collections/common/parts/run_utils.py:70:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/common/parts/run_utils.py:81:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/common/parts/run_utils.py:35:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/parts/run_utils.py:379:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/parts/run_utils.py:408:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/common/parts/run_utils.py:412:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/parts/run_utils.py:416:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/parts/run_utils.py:420:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/parts/run_utils.py:424:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/parts/run_utils.py:444:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/parts/run_utils.py:521:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/parts/run_utils.py:572:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/common/parts/run_utils.py:18:0: W0611: Unused import subprocess (unused-import)\n************* Module nemo.collections.diffusion.encoders.conditioner\nnemo/collections/diffusion/encoders/conditioner.py:22:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/encoders/conditioner.py:35:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/encoders/conditioner.py:39:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/encoders/conditioner.py:43:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/encoders/conditioner.py:70:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/encoders/conditioner.py:128:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/encoders/conditioner.py:133:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/encoders/conditioner.py:164:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/encoders/conditioner.py:180:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/encoders/conditioner.py:185:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.flux_infer\nnemo/collections/diffusion/flux_infer.py:26:0: C0301: Line too long (188/119) (line-too-long)\nnemo/collections/diffusion/flux_infer.py:24:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.models.dit.dit_attention\nnemo/collections/diffusion/models/dit/dit_attention.py:353:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_attention.py:355:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_attention.py:15:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/dit/dit_attention.py:211:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_attention.py:332:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.models.dit.dit_embeddings\nnemo/collections/diffusion/models/dit/dit_embeddings.py:141:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:147:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:173:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:178:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:183:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:16:0: W0611: Unused import math (unused-import)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:17:0: W0611: Unused Dict imported from typing (unused-import)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:17:0: W0611: Unused Literal imported from typing (unused-import)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:17:0: W0611: Unused Optional imported from typing (unused-import)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:19:0: W0611: Unused numpy imported as np (unused-import)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:21:0: W0611: Unused torch.nn.functional imported as F (unused-import)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:24:0: W0611: Unused Rearrange imported from einops.layers.torch (unused-import)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:26:0: W0611: Unused get_pos_emb_on_this_cp_rank imported from megatron.core.models.common.embeddings.rotary_pos_embedding (unused-import)\nnemo/collections/diffusion/models/dit/dit_embeddings.py:28:0: W0611: Unused nn imported from torch (unused-import)\n************* Module nemo.collections.diffusion.models.dit.dit_layer_spec\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:194:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:234:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:249:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:268:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:288:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:306:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:362:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:396:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:416:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:549:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:552:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:53:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:59:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:65:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:74:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:108:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:112:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:116:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:120:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:132:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:138:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:157:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:221:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:383:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:482:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:565:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:623:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:643:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:675:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:736:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:775:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:800:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:826:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:845:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:21:0: W0611: Unused rearrange imported from einops (unused-import)\nnemo/collections/diffusion/models/dit/dit_layer_spec.py:22:0: W0611: Unused jit_fuser imported from megatron.core.jit (unused-import)\n************* Module nemo.collections.diffusion.models.dit.dit_model\nnemo/collections/diffusion/models/dit/dit_model.py:111:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_model.py:115:0: C0301: Line too long (134/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_model.py:117:0: C0301: Line too long (157/119) (line-too-long)\nnemo/collections/diffusion/models/dit/dit_model.py:40:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_model.py:44:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/dit/dit_model.py:53:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_model.py:71:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit/dit_model.py:20:0: W0611: Unused torch.nn.functional imported as F (unused-import)\n************* Module nemo.collections.diffusion.models.dit_llama.dit_llama_layer_spec\nnemo/collections/diffusion/models/dit_llama/dit_llama_layer_spec.py:76:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/diffusion/models/dit_llama/dit_llama_layer_spec.py:103:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/diffusion/models/dit_llama/dit_llama_layer_spec.py:119:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/diffusion/models/dit_llama/dit_llama_layer_spec.py:88:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/dit_llama/dit_llama_layer_spec.py:195:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.models.dit_llama.dit_llama_model\nnemo/collections/diffusion/models/dit_llama/dit_llama_model.py:25:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.diffusion.models.flux.layers\nnemo/collections/diffusion/models/flux/layers.py:37:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/flux/layers.py:44:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/flux/layers.py:54:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/flux/layers.py:61:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/flux/layers.py:119:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/flux/layers.py:135:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/flux/layers.py:147:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/flux/layers.py:169:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.models.flux.model\nnemo/collections/diffusion/models/flux/model.py:35:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/flux/model.py:51:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/flux/model.py:112:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.models.flux.pipeline\nnemo/collections/diffusion/models/flux/pipeline.py:64:0: C0301: Line too long (159/119) (line-too-long)\nnemo/collections/diffusion/models/flux/pipeline.py:34:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/models/flux/pipeline.py:49:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/flux/pipeline.py:68:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/flux/pipeline.py:156:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/flux/pipeline.py:221:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/flux/pipeline.py:226:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/flux/pipeline.py:27:0: W0611: Unused FluxParams imported from nemo.collections.diffusion.models.flux.model (unused-import)\n************* Module nemo.collections.diffusion.models.model\nnemo/collections/diffusion/models/model.py:312:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/models/model.py:334:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.sampler.edm.edm\nnemo/collections/diffusion/sampler/edm/edm.py:24:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/sampler/edm/edm.py:36:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/sampler/edm/edm.py:49:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/sampler/edm/edm.py:55:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/sampler/edm/edm.py:90:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.sampler.edm.edm_pipeline\nnemo/collections/diffusion/sampler/edm/edm_pipeline.py:20:0: W0611: Unused rearrange imported from einops (unused-import)\n************* Module nemo.collections.diffusion.sampler.flow_matching.flow_match_euler_discrete\nnemo/collections/diffusion/sampler/flow_matching/flow_match_euler_discrete.py:56:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/diffusion/sampler/flow_matching/flow_match_euler_discrete.py:152:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/sampler/flow_matching/flow_match_euler_discrete.py:196:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.train\nnemo/collections/diffusion/train.py:223:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/train.py:258:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.utils.flux_ckpt_converter\nnemo/collections/diffusion/utils/flux_ckpt_converter.py:138:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.utils.flux_pipeline_utils\nnemo/collections/diffusion/utils/flux_pipeline_utils.py:25:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.diffusion.utils.mcore_parallel_utils\nnemo/collections/diffusion/utils/mcore_parallel_utils.py:25:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/utils/mcore_parallel_utils.py:31:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/utils/mcore_parallel_utils.py:46:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/utils/mcore_parallel_utils.py:60:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/utils/mcore_parallel_utils.py:65:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.vae.autoencoder\nnemo/collections/diffusion/vae/autoencoder.py:25:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:42:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:47:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:120:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:148:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:227:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:263:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:269:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:278:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:316:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:321:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:325:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:328:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/autoencoder.py:21:0: W0611: Unused AttnBlock imported from nemo.collections.diffusion.vae.blocks (unused-import)\n************* Module nemo.collections.diffusion.vae.blocks\nnemo/collections/diffusion/vae/blocks.py:28:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/blocks.py:32:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/blocks.py:53:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/blocks.py:74:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/blocks.py:81:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/blocks.py:96:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/blocks.py:104:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/blocks.py:114:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/blocks.py:126:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/blocks.py:140:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/blocks.py:144:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/blocks.py:152:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/diffusion/vae/blocks.py:172:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.diffusion.vae.diffusers_vae\nnemo/collections/diffusion/vae/diffusers_vae.py:20:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/diffusion/vae/diffusers_vae.py:26:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.gpt.data.hf_dataset\nnemo/collections/llm/gpt/data/hf_dataset.py:21:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/data/hf_dataset.py:51:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/hf_dataset.py:77:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/data/hf_dataset.py:87:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.gpt.data.packed_sequence\nnemo/collections/llm/gpt/data/packed_sequence.py:94:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/llm/gpt/data/packed_sequence.py:89:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.llm.gpt.model.gemma2\nnemo/collections/llm/gpt/model/gemma2.py:156:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/llm/gpt/model/gemma2.py:157:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/llm/gpt/model/gemma2.py:233:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/llm/gpt/model/gemma2.py:234:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/llm/gpt/model/gemma2.py:37:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:47:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:74:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:84:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:94:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:103:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:128:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:149:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:164:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:170:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:207:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:226:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:241:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/gemma2.py:245:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:26:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:34:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:58:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:69:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:72:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:89:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:101:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:115:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:126:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.gpt.model.nemotron\nnemo/collections/llm/gpt/model/nemotron.py:38:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:67:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:79:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:91:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:103:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:115:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:126:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:138:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:159:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:177:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:183:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:216:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:234:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:252:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/nemotron.py:256:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.gpt.model.qwen2\nnemo/collections/llm/gpt/model/qwen2.py:38:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:56:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:65:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:74:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:84:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:95:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:107:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:127:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:143:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:149:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:175:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:194:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:211:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/qwen2.py:215:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.gpt.model.ssm\nnemo/collections/llm/gpt/model/ssm.py:190:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/llm/gpt/model/ssm.py:193:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/llm/gpt/model/ssm.py:194:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/llm/gpt/model/ssm.py:195:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/llm/gpt/model/ssm.py:39:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/ssm.py:51:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/ssm.py:89:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/ssm.py:110:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/ssm.py:127:8: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/ssm.py:131:12: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/ssm.py:134:12: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/ssm.py:155:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/ssm.py:203:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/ssm.py:216:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/ssm.py:221:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/ssm.py:235:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/ssm.py:249:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/ssm.py:263:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/ssm.py:277:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/ssm.py:291:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/ssm.py:306:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.llm.gpt.model.starcoder\nnemo/collections/llm/gpt/model/starcoder.py:37:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder.py:57:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder.py:65:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder.py:79:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder.py:99:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/starcoder.py:123:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/starcoder.py:129:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/starcoder.py:160:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder.py:179:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/starcoder.py:201:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/starcoder.py:205:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.gpt.model.starcoder2\nnemo/collections/llm/gpt/model/starcoder2.py:37:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:59:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:70:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:81:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:91:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:105:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:125:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:146:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:152:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:184:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:203:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:222:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/starcoder2.py:226:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.recipes.hf_auto_model_for_causal_lm\nnemo/collections/llm/recipes/hf_auto_model_for_causal_lm.py:103:0: C0301: Line too long (162/119) (line-too-long)\nnemo/collections/llm/recipes/hf_auto_model_for_causal_lm.py:154:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/llm/recipes/hf_auto_model_for_causal_lm.py:193:0: C0301: Line too long (121/119) (line-too-long)\n************* Module nemo.collections.llm.recipes.llama3_70b_16k\nnemo/collections/llm/recipes/llama3_70b_16k.py:76:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/llm/recipes/llama3_70b_16k.py:22:0: W0611: Unused finetune imported from nemo.collections.llm.api (unused-import)\nnemo/collections/llm/recipes/llama3_70b_16k.py:24:0: W0611: Unused SquadDataModule imported from nemo.collections.llm.gpt.data.squad (unused-import)\n************* Module nemo.collections.llm.recipes.llama3_70b_64k\nnemo/collections/llm/recipes/llama3_70b_64k.py:76:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/llm/recipes/llama3_70b_64k.py:22:0: W0611: Unused finetune imported from nemo.collections.llm.api (unused-import)\n************* Module nemo.collections.llm.recipes.mamba2_130m\nnemo/collections/llm/recipes/mamba2_130m.py:38:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.recipes.mamba2_1_3b\nnemo/collections/llm/recipes/mamba2_1_3b.py:38:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.recipes.mamba2_2_7b\nnemo/collections/llm/recipes/mamba2_2_7b.py:38:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.recipes.mamba2_370m\nnemo/collections/llm/recipes/mamba2_370m.py:38:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.recipes.mamba2_780m\nnemo/collections/llm/recipes/mamba2_780m.py:38:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.recipes.mamba2_8b\nnemo/collections/llm/recipes/mamba2_8b.py:38:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.recipes.mamba2_hybrid_8b\nnemo/collections/llm/recipes/mamba2_hybrid_8b.py:288:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/llm/recipes/mamba2_hybrid_8b.py:38:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.recipes.mixtral_8x7b_16k\nnemo/collections/llm/recipes/mixtral_8x7b_16k.py:22:0: W0611: Unused finetune imported from nemo.collections.llm.api (unused-import)\nnemo/collections/llm/recipes/mixtral_8x7b_16k.py:24:0: W0611: Unused SquadDataModule imported from nemo.collections.llm.gpt.data.squad (unused-import)\n************* Module nemo.collections.llm.recipes.mixtral_8x7b_64k\nnemo/collections/llm/recipes/mixtral_8x7b_64k.py:22:0: W0611: Unused finetune imported from nemo.collections.llm.api (unused-import)\n************* Module nemo.collections.llm.recipes.optim.sgd\nnemo/collections/llm/recipes/optim/sgd.py:23:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/recipes/optim/sgd.py:49:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.recipes.precision.mixed_precision\nnemo/collections/llm/recipes/precision/mixed_precision.py:23:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/recipes/precision/mixed_precision.py:35:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.recipes.tp_overlap_configs.userbuffers\nnemo/collections/llm/recipes/tp_overlap_configs/userbuffers.py:19:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/recipes/tp_overlap_configs/userbuffers.py:24:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/recipes/tp_overlap_configs/userbuffers.py:34:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/recipes/tp_overlap_configs/userbuffers.py:42:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/recipes/tp_overlap_configs/userbuffers.py:50:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.llm.t5.data.core\nnemo/collections/llm/t5/data/core.py:25:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/core.py:32:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.t5.data.fine_tuning\nnemo/collections/llm/t5/data/fine_tuning.py:34:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/llm/t5/data/fine_tuning.py:40:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/llm/t5/data/fine_tuning.py:44:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/llm/t5/data/fine_tuning.py:46:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/llm/t5/data/fine_tuning.py:48:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/llm/t5/data/fine_tuning.py:49:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/llm/t5/data/fine_tuning.py:50:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/llm/t5/data/fine_tuning.py:97:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/fine_tuning.py:110:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/fine_tuning.py:118:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/fine_tuning.py:126:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/fine_tuning.py:158:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/fine_tuning.py:162:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/fine_tuning.py:166:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.t5.data.mock\nnemo/collections/llm/t5/data/mock.py:33:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/t5/data/mock.py:71:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/mock.py:82:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/mock.py:87:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/mock.py:92:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.t5.data.pre_training\nnemo/collections/llm/t5/data/pre_training.py:300:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/llm/t5/data/pre_training.py:307:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/llm/t5/data/pre_training.py:164:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/pre_training.py:221:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/pre_training.py:224:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/pre_training.py:227:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/pre_training.py:244:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/pre_training.py:297:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.t5.data.squad\nnemo/collections/llm/t5/data/squad.py:33:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/llm/t5/data/squad.py:34:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/llm/t5/data/squad.py:38:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/llm/t5/data/squad.py:39:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/llm/t5/data/squad.py:103:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/llm/t5/data/squad.py:78:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/data/squad.py:154:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.llm.t5.model.t5\nnemo/collections/llm/t5/model/t5.py:45:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:98:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:111:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:123:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:135:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:143:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/t5/model/t5.py:174:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:229:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/t5/model/t5.py:238:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/t5/model/t5.py:246:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/t5/model/t5.py:264:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:268:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:291:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:294:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:297:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:301:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:306:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:327:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:334:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/t5/model/t5.py:37:4: W0611: Unused import transformer_engine (unused-import)\n************* Module base_config\nnemo/collections/llm/tools/auto_configurator/core/base_config.py:78:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/core/base_config.py:123:0: C0301: Line too long (132/119) (line-too-long)\n************* Module calculate_performance\nnemo/collections/llm/tools/auto_configurator/core/calculate_performance.py:182:0: C0301: Line too long (172/119) (line-too-long)\n************* Module training_config\nnemo/collections/llm/tools/auto_configurator/core/training_config.py:39:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/core/training_config.py:828:0: C0301: Line too long (131/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/core/training_config.py:257:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/tools/auto_configurator/core/training_config.py:571:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/tools/auto_configurator/core/training_config.py:711:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module utils\nnemo/collections/llm/tools/auto_configurator/core/utils.py:34:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/core/utils.py:396:0: C0301: Line too long (168/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/core/utils.py:401:0: C0301: Line too long (175/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/core/utils.py:465:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/core/utils.py:468:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/core/utils.py:60:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module auto_configurator.runner\nnemo/collections/llm/tools/auto_configurator/runner.py:64:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/runner.py:65:0: C0301: Line too long (132/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/runner.py:66:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/runner.py:69:0: C0301: Line too long (141/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/runner.py:70:0: C0301: Line too long (141/119) (line-too-long)\nnemo/collections/llm/tools/auto_configurator/runner.py:20:0: W0611: Unused GPTModel imported from nemo.collections.llm (unused-import)\n************* Module nemo.collections.multimodal.data.energon.base\nnemo/collections/multimodal/data/energon/base.py:83:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/multimodal/data/energon/base.py:84:0: C0301: Line too long (204/119) (line-too-long)\nnemo/collections/multimodal/data/energon/base.py:114:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/multimodal/data/energon/base.py:169:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/multimodal/data/energon/base.py:177:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/multimodal/data/energon/base.py:207:0: C0301: Line too long (144/119) (line-too-long)\nnemo/collections/multimodal/data/energon/base.py:277:0: C0301: Line too long (150/119) (line-too-long)\nnemo/collections/multimodal/data/energon/base.py:289:0: C0301: Line too long (127/119) (line-too-long)\n************* Module nemo.collections.multimodal.data.energon.config\nnemo/collections/multimodal/data/energon/config.py:22:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/multimodal/data/energon/config.py:29:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/multimodal/data/energon/config.py:60:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.multimodal.data.energon.conversation\nnemo/collections/multimodal/data/energon/conversation.py:32:0: C0301: Line too long (158/119) (line-too-long)\n************* Module nemo.collections.multimodal.data.energon.sample_encoder\nnemo/collections/multimodal/data/energon/sample_encoder.py:51:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/multimodal/data/energon/sample_encoder.py:52:0: C0301: Line too long (154/119) (line-too-long)\nnemo/collections/multimodal/data/energon/sample_encoder.py:58:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/multimodal/data/energon/sample_encoder.py:73:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/multimodal/data/energon/sample_encoder.py:215:0: C0301: Line too long (169/119) (line-too-long)\nnemo/collections/multimodal/data/energon/sample_encoder.py:336:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/multimodal/data/energon/sample_encoder.py:25:0: C0115: Missing class docstring (missing-class-docstring)\n************* Module nemo.collections.multimodal.data.energon.task_encoder\nnemo/collections/multimodal/data/energon/task_encoder.py:51:0: C0301: Line too long (176/119) (line-too-long)\nnemo/collections/multimodal/data/energon/task_encoder.py:62:0: C0301: Line too long (122/119) (line-too-long)\nnemo/collections/multimodal/data/energon/task_encoder.py:63:0: C0301: Line too long (138/119) (line-too-long)\n************* Module nemo.collections.multimodal.data.neva.neva_energon_dataset\nnemo/collections/multimodal/data/neva/neva_energon_dataset.py:154:0: C0301: Line too long (133/119) (line-too-long)\nnemo/collections/multimodal/data/neva/neva_energon_dataset.py:188:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/multimodal/data/neva/neva_energon_dataset.py:240:0: C0301: Line too long (144/119) (line-too-long)\nnemo/collections/multimodal/data/neva/neva_energon_dataset.py:51:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/multimodal...*[Comment body truncated]*",
"Broken diff due to mix of merge and rebase, closing"
] | 2024-11-27T17:23:38 | 2024-11-27T17:27:53 | 2024-11-27T17:27:53 | COLLABORATOR | {
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.llm.api\nnemo/collections/llm/api.py:601:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.95/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @janekl π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12055562851) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-11-27T16:08:43 | 2024-11-28T08:29:17 | 2024-11-27T20:01:25 | COLLABORATOR | {
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} | # What does this PR do ?
Adjust CLI support for PTQ based on https://github.com/NVIDIA/NeMo-Run/pull/118 (prerequisite).
**Collection**: LLM
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```bash
# With default quantization_config
nemo llm ptq nemo_checkpoint=/models/Llama-3-70b \
calib_tp=8 \
export_config.inference_tensor_parallel=2 \
export_config.path=/models/Llama-3-70b-FP8
# Changing quantization_config
nemo llm ptq nemo_checkpoint=/models/Llama-3-70b \
calib_tp=8 \
export_config.inference_tensor_parallel=1 \
export_config.path=/models/Llama-3-70b-INT4_AWQ \
quantization_config.algorithm=int4_awq
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to https://github.com/NVIDIA/NeMo-Run/pull/118
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.llm.gpt.model.hf_auto_model_for_causal_lm\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:26:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:34:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:60:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:71:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:74:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:94:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:106:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:120:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/llm/gpt/model/hf_auto_model_for_causal_lm.py:131:4: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 8.78/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @akoumpa π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12053648565) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
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} | # What does this PR do ?
Use config's default dtype, otherwise fall-back to default_dtype constructor param value.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
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```python
# Add a code snippet demonstrating how to use this
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**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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"recipes + HF converters will be in subsequent PRs",
"<!-- pylint-output-strict-mode-true -->\n\nbeep boop π€: π¨ The following files must be fixed before merge!\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"<!-- pylint-output-strict-mode-true -->\n\nbeep boop π€: π¨ The following files must be fixed before merge!\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n\n------------------------------------\nYour code has been rated at 10.00/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @cuichenx π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12046759323) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-11-26T22:35:57 | 2024-12-05T06:50:43 | 2024-12-05T06:50:42 | COLLABORATOR | {
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} | # What does this PR do ?
Add canonical LoRA (aka unfused LoRA) to NeMo 2.0.
This variant follows the HF implementation more closely and adds three separate adapters for attention q_proj, k_proj, and v_proj, as well as two separate adapters for MLP up_proj and gate_proj. In NeMo/Mcore, these are fused into one adapter for performance reasons.
Convergence test:
**Collection**: [Note which collection this PR will affect]
# Changelog
- Renamed `AdapterParallelAdd` to `LoRALinear` to be more explicit.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"@JimmyZhang12 could you trigger CICD again, let's get this merged",
"wait, need to resolve a confict",
"The bot pushed some changes to `.secrets.baseline` , not sure if that's normal; please start CICD @JimmyZhang12 ",
"@ko3n1g Any idea what the secret baseline update is about?",
"> @ko3n1g Any idea what the secret baseline update is about?\r\n\r\nI have a bunch whatβs going on. Iβll send a fix tmrw ",
"@guyueh1 @ko3n1g merged in the changes to fix the secret update. Let's merge main and revert the secret change in this PR. Should be able to merge after that. Thanks!",
"Reverted the commit that changed .secrets.baseline and merged main, let's see if the \"Update baseline\" commit comes this time",
"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collections.nlp.data.language_modeling.megatron.retro_dataset\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:68:0: C0301: Line too long (218/119) (line-too-long)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:78:0: C0301: Line too long (172/119) (line-too-long)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:83:0: C0301: Line too long (150/119) (line-too-long)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:103:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:113:0: C0301: Line too long (156/119) (line-too-long)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:58:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:127:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:17:0: W0611: Unused import os (unused-import)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:18:0: W0611: Unused import time (unused-import)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:20:0: W0611: Unused numpy imported as np (unused-import)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:22:0: W0611: Unused DictConfig imported from omegaconf.dictconfig (unused-import)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:24:0: W0611: Unused get_datasets_weights_and_num_samples imported from nemo.collections.nlp.data.language_modeling.megatron.base_dataset_utils (unused-import)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:24:0: W0611: Unused get_train_valid_test_split_ imported from nemo.collections.nlp.data.language_modeling.megatron.base_dataset_utils (unused-import)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:28:0: W0611: Unused BlendableDataset imported from nemo.collections.nlp.data.language_modeling.megatron.blendable_dataset (unused-import)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:29:0: W0611: Unused deallocate_indexed_dataset_memory imported from nemo.collections.nlp.data.language_modeling.megatron.indexed_dataset (unused-import)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:30:0: W0611: Unused make_dataset imported from nemo.collections.nlp.data.language_modeling.megatron.indexed_dataset as make_indexed_dataset (unused-import)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:35:4: W0611: Unused tensor_parallel imported from megatron.core (unused-import)\nnemo/collections/nlp/data/language_modeling/megatron/retro_dataset.py:37:4: W0611: Unused RetroGPTChunkDatasets imported from megatron.core.datasets.retro.config (unused-import)\n\n-----------------------------------\nYour code has been rated at 7.63/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
"@thomasdhc CICD finished, looks good to merge"
] | 2024-11-26T22:16:43 | 2024-12-05T21:24:33 | 2024-12-05T21:24:33 | CONTRIBUTOR | {
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} | # What does this PR do ?
Handle exception during import of RetroGPTChunkDatasets
**Collection**: [Note which collection this PR will affect]
# Changelog
- Handle Exception during import to allow a graceful fallback when importing RetroGPTChunkDatasets from megatron.
Currently on arm linux platform, `from megatron.core.datasets.retro.config import RetroGPTChunkDatasets` fails with an exception which is [a known issue](https://github.com/facebookresearch/faiss/issues/3936) with its dependency, faiss. When the exception happens, we want to gracefully fall back to the codepath without megatron retro support.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.",
"This issue was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-11-26T21:47:16 | 2025-01-03T01:58:35 | 2025-01-03T01:58:35 | NONE | {
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} | null | null | null | **Is your feature request related to a problem? Please describe.**
I mostly work with instruct models, and most of the recipes are focused on base models. This is particularly prominent in the sequence packing, which doesn't account for instruct templates in the sequence.
**Describe the solution you'd like**
Examples of performing PEFT, with and without sequence packing on llama 3.1 8b instruct would be helpful.
**Describe alternatives you've considered**
Right now we've patched nemo 1 to work with this.
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When loading checkpoints trained in 24.09 container, `io_unflatten_object` incorrectly processes `values=[None]`, leading to TypeError when attempting to export to HF format[1].
**Collection**: [Note which collection this PR will affect]
# Changelog
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```python
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## Who can review?
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
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To re-run CI remove and add the label again.
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**Pre checks**:
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- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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"Please fill in the MR **Usage** section with details on `fp8_quantized` & `fp8_kvcache` params so that people can immediately get to know what is added here",
"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.export.trt_llm.converter.model_converter\nnemo/export/trt_llm/converter/model_converter.py:37:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_converter.py:50:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_converter.py:110:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/converter/model_converter.py:16:0: W0611: Unused import csv (unused-import)\n************* Module nemo.export.trt_llm.nemo_ckpt_loader.nemo_file\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:51:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:162:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:192:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:203:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:207:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:232:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:243:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:264:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:359:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:477:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:564:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:568:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:579:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:591:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:631:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:668:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:681:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py:25:0: W0611: Unused import tensorstore (unused-import)\n\n-----------------------------------\nYour code has been rated at 9.81/10\n```\n\n---\n\nMitigation guide:\n\n* Add sensible and useful docstrings to functions and methods\n* For trivial methods like getter/setters, consider adding `# pylint: disable=C0116` inside the function itself\n* To disable multiple functions/methods at once, put a `# pylint: disable=C0116` before the first and a `# pylint: enable=C0116` after the last.\n\nBy applying these rules, we reduce the occurance of this message in future.\n\nThank you for improving NeMo's documentation!",
"[π€]: Hi @Laplasjan107 π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12548597780) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-11-26T15:20:23 | 2024-12-31T08:13:20 | 2024-12-31T08:13:18 | COLLABORATOR | {
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} | # What does this PR do ?
Support FP8 TE TRT-LLM export with mcore path
**Collection**: llm/nlp
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
from nemo.export.tensorrt_llm import TensorRTLLM
trt_llm_exporter = TensorRTLLM(model_dir="/opt/checkpoints/tmp_triton_model_repository/")
trt_llm_exporter.export(nemo_checkpoint_path="/path/to/quantized/model", model_type="llama", fp8_quantized=True, fp8_kvcache=True)
# Autodetects when quantisation flags are not set
output = trt_llm_exporter.forward(["What is the best city in the world?"], max_output_token=17, top_k=1, top_p=0.0, temperature=1.0)
print("output: ", output)
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"[π€]: Hi @nune-tadevosyan π,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12064498223) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n1g"
] | 2024-11-26T15:01:55 | 2024-11-28T09:27:02 | 2024-11-28T09:27:01 | COLLABORATOR | {
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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Add back tests that were originally in #11117
**Collection**: [llm]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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Added nemo run recipe's and example scripts for Llava Next
**Collection**:
VLM
# Changelog
- Added pretrain, finetune nemo run recipes for llava next.
- Added example scripts for custom pretrain, finetune and generation examples
- Fixing some model configs
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [x] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [x] New Feature
- [ ] Bugfix
- [x] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1158:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1192:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1198:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1220:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1310:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1313:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1317:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1444:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/multimodal/models/vision_language_foundation/clip/megatron_clip_models.py:1480:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.nlp.models.language_modeling.megatron_lm_encoder_decoder_model\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:102:0: C0301: Line too long (144/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:138:0: C0301: Line too long (126/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:231:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:253:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:261:0: C0301: Line too long (180/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:263:0: C0301: Line too long (140/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:537:0: C0301: Line too long (153/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:562:0: C0301: Line too long (146/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:563:0: C0301: Line too long (124/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:579:0: C0301: Line too long (180/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:619:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:647:0: C0301: Line too long (150/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:648:0: C0301: Line too long (127/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:800:0: C0301: Line too long (120/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:924:0: C0301: Line too long (145/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:992:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:993:0: C0301: Line too long (123/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1162:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1228:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1235:0: C0301: Line too long (121/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1248:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1351:0: C0301: Line too long (129/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1353:0: C0301: Line too long (151/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1355:0: C0301: Line too long (166/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1356:0: C0301: Line too long (144/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1358:0: C0301: Line too long (138/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1359:0: C0301: Line too long (130/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1396:0: C0301: Line too long (149/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1422:0: C0301: Line too long (143/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1715:0: C0301: Line too long (125/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1743:0: C0301: Line too long (128/119) (line-too-long)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:258:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:349:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:512:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:519:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:560:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:661:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:904:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1045:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1172:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/nlp/models/language_modeling/megatron_lm_encoder_decoder_model.py:1202:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.core.optim.optimizer_with_main_params\nnemo/core/optim/optimizer_with_main_params.py:91:0: C0301: Line too long (140/119) (line-too-long)\nnemo/core/optim/optimizer_with_main_params.py:96:0: C0301: Line too long (149/119) (line-too-long)\nnemo/core/optim/optimizer_with_main_params.py:195:0: C0301: Line too long (140/119) (line-too-long)\nnemo/core/optim/optimizer_with_main_params.py:200:0: C0301: Line too long (149/119) (line-too-long)\nnemo/core/optim/optimizer_with_main_params.py:149:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/core/optim/optimizer_with_main_params.py:153:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/core/optim/optimizer_with_main_params.py:403:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/core/optim/optimizer_with_main_params.py:446:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/core/optim/optimizer_with_main_params.py:450:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/core/optim/optimizer_with_main_params.py:467:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/core/optim/optimizer_with_main_params.py:473:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/core/optim/optimizer_with_main_params.py:493:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/core/optim/optimizer_with_main_params.py:509:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/core/optim/optimizer_with_main_params.py:513:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/core/optim/optimizer_with_main_params.py:516:4: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.lightning.megatron_parallel\nnemo/lightning/megatron_parallel.py:238:0: C0301: Line too long (127/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:239:0: C0301: Line too long (140/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:240:0: C0301: Line too long (130/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:546:0: C0301: Line too long (129/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:553:0: C0301: Line too long (135/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:813:0: C0301: Line too long (137/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1043:0: C0301: Line too long (136/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1610:0: C0301: Line too long (128/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:1649:0: C0301: Line too long (146/119) (line-too-long)\nnemo/lightning/megatron_parallel.py:64:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:65:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:67:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:102:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:106:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:306:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:330:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:356:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:382:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:518:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:561:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:565:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:621:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:657:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:664:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:698:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:706:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:722:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:749:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:761:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:783:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1303:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1478:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1484:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1490:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1494:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1499:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1504:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1532:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1578:8: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1600:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1673:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/lightning/megatron_parallel.py:1712:0: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/lightning/megatron_parallel.py:1726:0: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.45/10\n```\n\n---\n\nThank you for improving NeMo's documentation!"
] | 2024-11-26T02:40:42 | 2024-11-26T04:22:49 | 2024-11-26T04:22:49 | CONTRIBUTOR | {
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module process_audio\nexamples/audio/process_audio.py:42:0: C0301: Line too long (122/119) (line-too-long)\nexamples/audio/process_audio.py:78:0: C0115: Missing class docstring (missing-class-docstring)\nexamples/audio/process_audio.py:115:0: C0116: Missing function or method docstring (missing-function-docstring)\n************* Module nemo.collections.audio.models.audio_to_audio\nnemo/collections/audio/models/audio_to_audio.py:346:0: C0301: Line too long (137/119) (line-too-long)\nnemo/collections/audio/models/audio_to_audio.py:347:0: C0301: Line too long (136/119) (line-too-long)\nnemo/collections/audio/models/audio_to_audio.py:348:0: C0301: Line too long (150/119) (line-too-long)\nnemo/collections/audio/models/audio_to_audio.py:41:0: C0115: Missing class docstring (missing-class-docstring)\nnemo/collections/audio/models/audio_to_audio.py:126:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/audio/models/audio_to_audio.py:129:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/audio/models/audio_to_audio.py:133:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/audio/models/audio_to_audio.py:137:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/audio/models/audio_to_audio.py:145:4: C0116: Missing function or method docstring (missing-function-docstring)\nnemo/collections/audio/models/audio_to_audio.py:153:4: C0116: Missing function or method docstring (missing-function-docstring)\n\n-----------------------------------\nYour code has been rated at 9.63/10\n```\n\n---\n\nThank you for improving NeMo's documentation!",
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] | 2024-11-26T01:14:14 | 2024-12-02T17:43:37 | 2024-12-02T17:43:37 | COLLABORATOR | {
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} | # What does this PR do ?
This PR modifies the processing script to preserve the directory structure when saving output files.
**Collection**: audio
# Changelog
- Updated processing script to resolve `input_dir` based on the input manifest and individual filepaths
- Added an `input_dir` option to `process`
# Usage
N/A
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
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- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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] | 2024-11-26T00:23:51 | 2024-12-05T17:01:55 | 2024-12-05T17:01:55 | COLLABORATOR | {
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π Please remember the following to-do's before merge:
- [ ] Verify the presubmit CI
π Please merge this PR only if the CI workflow completed successfully. | {
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"<!-- pylint-output-strict-mode-false -->\n\nbeep boop π€: π The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module add_noise\nscripts/dataset_processing/add_noise.py:42:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/dataset_processing/add_noise.py:46:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/dataset_processing/add_noise.py:76:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/dataset_processing/add_noise.py:114:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/dataset_processing/add_noise.py:131:0: C0116: Missing function or method docstring (missing-function-docstring)\nscripts/dataset_processing/add_noise.py:28:0: W0611: Unused import random (unused-import)\n\n-----------------------------------\nYour code has been rated at 9.37/10\n```\n\n---\n\nThank you for improving NeMo's documentation!"
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} | # What does this PR do ?
This PR removes a fixed value of seed when adding noise examples.
With a fixed seed, each worker will select the same noise file.
If required, fixed seed can be set from CLI.
**Collection**: Scripts
# Changelog
- Changed default seed from `42` to `None`
# Usage
If necessary, the original behavior can be reproduced using
```python
python add_noisy.py ... --seed 42
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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Added data modules for llava_next
**Collection**:
VLM
# Changelog
- Mock data module for llava next
- Energon data module for llava next
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
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# Before your PR is "Ready for review"
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- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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Adding LLava-Next model class
**Collection**:
VLM
# Changelog
- Model class for Llava-next.
- HF Importer class for llava-next.
- Utility functions supporting image tiling and feature merging
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
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To re-run CI remove and add the label again.
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- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
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- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [x] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
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# Add a code snippet demonstrating how to use this
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# GitHub Actions CI
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- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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] | 2024-11-25T20:34:08 | 2024-12-16T15:25:56 | 2024-12-16T15:25:53 | COLLABORATOR | {
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} | # What does this PR do ?
In this PR ASR documentation fixes have added and outdated data was removed.
**Collection**: docs/asr
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [x] Documentation | {
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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