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[Neuron] Add tensor parallel support for Neuron backend#13718

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JingyaHuang wants to merge 26 commits into
huggingface:mainfrom
JingyaHuang:support-neuron-tp
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[Neuron] Add tensor parallel support for Neuron backend#13718
JingyaHuang wants to merge 26 commits into
huggingface:mainfrom
JingyaHuang:support-neuron-tp

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@JingyaHuang
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What does this PR do?

This PR adds tensor parallel support for Neuron devices. Since TP isn't yet supported in diffusers, I followed the existing sequence parallel pattern and introduced a TensorParallelConfig.
This is still very much a work in progress. The goal at this stage is to surface the changes needed to enable TP on Neuron, not to land a stable implementation.

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.

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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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