Add sdpa for DistilBert #33724
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Add sdpa for DistilBert #33724
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
amyeroberts
approved these changes
Sep 27, 2024
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Thanks for adding this feature and all the benchmark numbers!
Regarding the tests:
- The slow tests were skipped because the PR didn't have the
run-slowlabel on the PR. Could you try retriggering with another[run-slow] distilbertcommit? - The failure on the fetch_tests step is something which seems to be afflicting other PRs -- we've contacted CircleCI to try and get this resolved
| On a local benchmark (NVIDIA GeForce RTX 2060-8GB, PyTorch 2.3.1, OS Ubuntu 20.04) with `float16` and the `distilbert-base-uncased` model with | ||
| a MaskedLM head, we saw the following speedups during training and inference. | ||
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| #### Training |
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Hey! 🤗 Thanks for your contribution to the Before merging this pull request, slow tests CI should be triggered. To enable this:
(For maintainers) The documentation for slow tests CI on PRs is here. |
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@amyeroberts It seems the tests worked. |
NielsRogge
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Oct 21, 2024
* Add sdpa for DistilBert * [run_slow] distilbert * [run_slow] distilbert * [run_slow] distilbert * Try without slow tests * [run_slow] distilbert * [run_slow] distilbert
BernardZach
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Dec 5, 2024
* Add sdpa for DistilBert * [run_slow] distilbert * [run_slow] distilbert * [run_slow] distilbert * Try without slow tests * [run_slow] distilbert * [run_slow] distilbert
BernardZach
pushed a commit
to innovationcore/transformers
that referenced
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Dec 6, 2024
* Add sdpa for DistilBert * [run_slow] distilbert * [run_slow] distilbert * [run_slow] distilbert * Try without slow tests * [run_slow] distilbert * [run_slow] distilbert
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What does this PR do?
Towards #28005
Adds sdpa for the DistilBert model
Who can review?
@amyeroberts