[SDK] Fix trainer error: Update the version of base image and add "num_labels" for downloading pretrained models #2230
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Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Pull Request Test Coverage Report for Build 10586866599Warning: This coverage report may be inaccurate.This pull request's base commit is no longer the HEAD commit of its target branch. This means it includes changes from outside the original pull request, including, potentially, unrelated coverage changes.
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@andreyvelich PTAL 👀, thanks! |
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Thanks for this @helenxie-bit!
Please update the example as well: https://github.com/kubeflow/training-operator/blob/c0406d43b407ac86ec134eae6a3d19bba55ad1df/examples/pytorch/text-classification/Fine-Tune-BERT-LLM.ipynb
/assign @deepanker13 @johnugeorge
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>
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@andreyvelich I have made the adjustment and please review when you have time. Thanks! |
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[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: andreyvelich The full list of commands accepted by this bot can be found here. The pull request process is described here
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…m_labels" for downloading pretrained models (kubeflow#2230) * fix trainer error Signed-off-by: helenxie-bit <[email protected]> * rerun tests Signed-off-by: helenxie-bit <[email protected]> * update the process of num_labels in trainer Signed-off-by: helenxie-bit <[email protected]> * rerun tests Signed-off-by: helenxie-bit <[email protected]> * adjust the default value of 'num_labels' Signed-off-by: helenxie-bit <[email protected]> --------- Signed-off-by: helenxie-bit <[email protected]>
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…m_labels" for downloading pretrained models (kubeflow#2230) * fix trainer error Signed-off-by: helenxie-bit <[email protected]> * rerun tests Signed-off-by: helenxie-bit <[email protected]> * update the process of num_labels in trainer Signed-off-by: helenxie-bit <[email protected]> * rerun tests Signed-off-by: helenxie-bit <[email protected]> * adjust the default value of 'num_labels' Signed-off-by: helenxie-bit <[email protected]> --------- Signed-off-by: helenxie-bit <[email protected]> Signed-off-by: Andrey Velichkevich <[email protected]>
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* Update `huggingface_hub` Version in the storage initializer to fix ImportError (#2180) Signed-off-by: helenxie-bit <[email protected]> Signed-off-by: Andrey Velichkevich <[email protected]> * [SDK] Fix trainer error: Update the version of base image and add "num_labels" for downloading pretrained models (#2230) * fix trainer error Signed-off-by: helenxie-bit <[email protected]> * rerun tests Signed-off-by: helenxie-bit <[email protected]> * update the process of num_labels in trainer Signed-off-by: helenxie-bit <[email protected]> * rerun tests Signed-off-by: helenxie-bit <[email protected]> * adjust the default value of 'num_labels' Signed-off-by: helenxie-bit <[email protected]> --------- Signed-off-by: helenxie-bit <[email protected]> Signed-off-by: Andrey Velichkevich <[email protected]> --------- Signed-off-by: helenxie-bit <[email protected]> Signed-off-by: Andrey Velichkevich <[email protected]> Co-authored-by: Hezhi Xie <[email protected]> Co-authored-by: Hezhi (Helen) Xie <[email protected]>
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What this PR does / why we need it:
This PR fixes the error encountered when training using the
trainAPI in a CPU environment by updating the trainer's base image version and adding the "num_labels" attribute toHuggingFaceModelParamsfor downloading pretrained models.Which issue(s) this PR fixes (optional, in
Fixes #<issue number>, #<issue number>, ...format, will close the issue(s) when PR gets merged):Fixes #2228
Checklist: