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Integrate finegrained kernels: SOTA performance and per-module quantization - #49658

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IlyasMoutawwakil wants to merge 101 commits into
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finegrained-quantizer-redesign
Draft

IlyasMoutawwakil wants to merge 101 commits into
mainfrom
finegrained-quantizer-redesign

Fix finegrained CI docstrings, TP fixtures, and MuseSpark expert plans

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