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Add sdpa for BioGpt #33592

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OmarManzoor
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What does this PR do?

Towards #28005

Adds sdpa for the Bio GPT model.

Who can review?

@amyeroberts

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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.

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Very nice and clean ❤️ Thanks for adding this and running all the speed and mem comparisons too!

For the slow tests, they were skipped because the PR didn't have the run-slow label, which I've added now. Could you push another empty commit with the run slow message to retrigger these?

cc @Rocketknight1 for reference

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