Datasets:

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renwei2024

/

nemo-github-issues

like 0

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[ "Hey, I noticed that in NeMo 1.X, FSDP support is really not well-integrated across the code base. Many scripts do not work with it because they only implement `NLPDDPStrategy`, checkpoint conversion was a huge undertaking to get working (PR pending), and some feature flags straight-up [don't work](https://github.com/NVIDIA/NeMo/issues/9531) or [had bugs](https://github.com/NVIDIA/NeMo/pull/9335).\r\n\r\nI'm super happy that FSDP is supported at all, having it integrated is really nice and for 7B models, performance with default settings was surprisingly higher than Megatron's 4D parallelism. However, I would really wish for and encourage more proper support in NeMo 2.X; it would be amazing if all NeMo workflows – not just training – just worked out of the box. :)\r\n\r\nLet me know how to properly help in this endeavor, too, please. I've had the disheartening experience that PRs randomly get ignored, so I don't want to spend time improving the code base if it'll go wasted in the end." ]

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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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[ "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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[ "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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[ "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 @krishnacpuvvada provide necessary documentation for the same. ", "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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[ "duplicate of https://github.com/NVIDIA/NeMo/issues/9521 " ]

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[ "I realize that CPU memory leaked in every training step but I don't know why. I tried to change batch_size, num_workker, log_every_n_steps but nothing works. Anyone has an idea? @dimapihtar ", "Hi, could you try to include these params to your run?\r\n`model.use_cpu_initialization=False`\r\n`model.cpu_offloading=False`", "I added those 2 params to my script but the behavior is still the same @dimapihtar ", "> I added those 2 params to my script but the behavior is still the same @dimapihtar\r\n\r\nI tried to run job with exactly the same config as you attached but I don't have this issue. Could you try to use newer 24.05 container? `nvcr.io/nvidia/nemo:24.05`\r\n", "> I tried to run job with exactly the same config as you attached but I don't have this issue. Could you try to use newer 24.05 container? `nvcr.io/nvidia/nemo:24.05`\r\n\r\nThat's weird! I tried on 2 nemo version: nvcr.io/nvidia/nemo:24.03.framework and nvcr.io/nvidia/nemo:24.05.01 but the issue remains the same. I will try nvcr.io/nvidia/nemo:24.05 but I don't think it will be different", "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.", "Did you run with `torchrun`? try to comment `mp.set_start_method(\"spawn\", force=True)` in the megatron_gpt_finetuning.py" ]

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[ "fixed base branch and target branch", "I'd like to add this to main, but instead of manual copy use a function to copy all config attributes that end with _paralle_size. Made https://github.com/NVIDIA/NeMo/compare/main...akoumparouli/copy_parallel_size for this purpose. " ]

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[ "I don't want to set default to `False` since there are models not using FA or mask fusion. " ]

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[ "#9585 was merged to the main branch two weeks ago so the release branch should already have the commit?", "@cuichenx You're right, I'm actually surprised github said we could make this MR. When I look at the `0ec7e90` commit history for that conversion script it actually doesn't even show this commit. So the git history on the conversion script looks okay:\r\n\r\n\r\n" ]

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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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[ "> Can we rename the directory `models` to `recipes`?\r\n> \r\n> Otherwise it's confusing why there's a mistral.py under both `collections/llm/gpt/model` and `collections/llm/models`. I don't have any strong preference as long as one of the two directories changes name.\r\n\r\nDone" ]

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[ "PR that was merged to main: https://github.com/NVIDIA/NeMo/pull/9696/files" ]

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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.", "CICD passed: https://github.com/NVIDIA/NeMo/actions/runs/10143611183\r\n\r\ncan merge once the review comments have been addressed (no need to re-run CI after that)" ]

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[ "jenkins" ]

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[ "Same Error here", "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 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." ]

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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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[ "@yaoyu-33 " ]

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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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