bilkultheek
commited on
Commit
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Parent(s):
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Training in progress, step 60
Browse files- README.md +67 -0
- adapter_config.json +29 -0
- adapter_model.safetensors +3 -0
- merges.txt +0 -0
- runs/Aug09_10-08-36_fastgpuserv/events.out.tfevents.1723180125.fastgpuserv.494076.0 +3 -0
- runs/Aug09_10-22-52_fastgpuserv/events.out.tfevents.1723180978.fastgpuserv.502349.0 +3 -0
- runs/Aug09_10-22-52_fastgpuserv/events.out.tfevents.1723268246.fastgpuserv.502349.1 +3 -0
- runs/Aug11_09-51-12_fastgpuserv/events.out.tfevents.1723351879.fastgpuserv.3318356.0 +3 -0
- runs/Aug12_10-37-51_fastgpuserv/events.out.tfevents.1723441092.fastgpuserv.2424037.0 +3 -0
- runs/Aug12_10-44-55_fastgpuserv/events.out.tfevents.1723441505.fastgpuserv.2458899.0 +3 -0
- runs/Aug12_10-44-55_fastgpuserv/events.out.tfevents.1723720304.fastgpuserv.2458899.1 +3 -0
- runs/Aug20_23-57-27_fastgpuserv/events.out.tfevents.1724180258.fastgpuserv.1412094.0 +3 -0
- special_tokens_map.json +24 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +41 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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---
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base_model: NousResearch/Llama-2-7b-hf
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library_name: peft
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tags:
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- trl
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- sft
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- generated_from_trainer
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model-index:
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- name: Cold-Data-LLama-2-7B
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# Cold-Data-LLama-2-7B
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This model is a fine-tuned version of [NousResearch/Llama-2-7b-hf](https://huggingface.co/NousResearch/Llama-2-7b-hf) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0526
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.002
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- train_batch_size: 16
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- eval_batch_size: 32
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 64
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.03
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.1019 | 1.992 | 249 | 0.1022 |
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| 0.0542 | 3.984 | 498 | 0.0540 |
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| 0.0508 | 5.976 | 747 | 0.0513 |
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| 0.0479 | 7.968 | 996 | 0.0515 |
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| 0.0472 | 9.96 | 1245 | 0.0537 |
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### Framework versions
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- PEFT 0.12.0
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- Transformers 4.43.3
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- Pytorch 2.3.1+cu121
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- Datasets 2.17.0
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- Tokenizers 0.19.1
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "NousResearch/Llama-2-7b-hf",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_dropout": 0.1,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 64,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 134235048
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merges.txt
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runs/Aug09_10-08-36_fastgpuserv/events.out.tfevents.1723180125.fastgpuserv.494076.0
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runs/Aug12_10-37-51_fastgpuserv/events.out.tfevents.1723441092.fastgpuserv.2424037.0
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runs/Aug12_10-44-55_fastgpuserv/events.out.tfevents.1723441505.fastgpuserv.2458899.0
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runs/Aug12_10-44-55_fastgpuserv/events.out.tfevents.1723720304.fastgpuserv.2458899.1
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runs/Aug20_23-57-27_fastgpuserv/events.out.tfevents.1724180258.fastgpuserv.1412094.0
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special_tokens_map.json
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tokenizer.json
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tokenizer.model
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tokenizer_config.json
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"pad_token": "</s>",
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"sp_model_kwargs": {},
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": false
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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vocab.json
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