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Optimize MiniMax-H3 - #1334

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helloyongyang merged 1 commit into
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yr/opt-h3
Aug 6, 2026
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Optimize MiniMax-H3#1334
helloyongyang merged 1 commit into
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yr/opt-h3

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This PR adds configurable dynamic sparse attention for MiniMax-H3 transformer and refiner layers.
It also provides an optimized 8-GPU RTX 5090 preset using Ulysses, Triton pre/post processing, head parallelism, FP8 communication, and tensor fusion.
Note: Sparse attention requires auxiliary training to maintain generation quality.

Support per-instance dynamic sparse attention settings for the H3 transformer and token refiner. Add an RTX 5090 8-GPU Ulysses preset with Triton pre/post, tensor fusion, head parallel, and FP8 communication.
@helloyongyang
helloyongyang merged commit 1c84f13 into main Aug 6, 2026
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helloyongyang deleted the yr/opt-h3 branch August 6, 2026 04:43
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2 participants