Load PEFT weights from local directory (#1260)
# What does this PR do? Enables PEFT weights to be loaded from a local directory, as opposed to a hf hub repository. It is a continuation of the work in PR https://github.com/huggingface/text-generation-inference/pull/762 <!-- Congratulations! You've made it this far! You're not quite done yet though. Once merged, your PR is going to appear in the release notes with the title you set, so make sure it's a great title that fully reflects the extent of your awesome contribution. Then, please replace this with a description of the change and which issue is fixed (if applicable). Please also include relevant motivation and context. List any dependencies (if any) that are required for this change. Once you're done, someone will review your PR shortly (see the section "Who can review?" below to tag some potential reviewers). They may suggest changes to make the code even better. If no one reviewed your PR after a week has passed, don't hesitate to post a new comment @-mentioning the same persons---sometimes notifications get lost. --> <!-- Remove if not applicable --> Fixes #1259 ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [x] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section? **Yes but I don't know how to run the tests for this repo, and it doesn't look like this code is covered anyway** - [x] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/)? Please add a link to it if that's the case. **Yes, @Narsil asked for a PR in [this comment](https://github.com/huggingface/text-generation-inference/pull/762#issuecomment-1728089505)** - [x] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation). **I didn't see any documentation added to the [original PR](https://github.com/huggingface/text-generation-inference/pull/762), and am not sure where this belongs. Let me know and I can add some** - [x] Did you write any new necessary tests? **I didn't see any existing test coverage for this python module** ## Who can review? Anyone in the community is free to review the PR once the tests have passed. Feel free to tag members/contributors who may be interested in your PR. @Narsil <!-- Your PR will be replied to more quickly if you can figure out the right person to tag with @ @Narsil --> --------- Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
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@ -150,6 +150,17 @@ def download_weights(
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if not extension == ".safetensors" or not auto_convert:
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if not extension == ".safetensors" or not auto_convert:
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raise e
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raise e
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else:
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# Try to load as a local PEFT model
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try:
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utils.download_and_unload_peft(
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model_id, revision, trust_remote_code=trust_remote_code
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)
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utils.weight_files(model_id, revision, extension)
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return
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except (utils.LocalEntryNotFoundError, utils.EntryNotFoundError):
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pass
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# Try to see if there are local pytorch weights
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# Try to see if there are local pytorch weights
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try:
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try:
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# Get weights for a local model, a hub cached model and inside the WEIGHTS_CACHE_OVERRIDE
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# Get weights for a local model, a hub cached model and inside the WEIGHTS_CACHE_OVERRIDE
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