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[MiniMax-M3.1] MXFP4 sparse KV cache and index cache - #2770

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[MiniMax-M3.1] MXFP4 sparse KV cache and index cache#2770
ganyi1996ppo wants to merge 7 commits into
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[MiniMax-M3.1] MXFP4 sparse attention: call aiter pa_decode directly

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