Update GGUF CUDA kernel code path with MMQ support#12509
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Isotr0py wants to merge 4 commits intohuggingface:mainfrom
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Update GGUF CUDA kernel code path with MMQ support#12509Isotr0py wants to merge 4 commits intohuggingface:mainfrom
Isotr0py wants to merge 4 commits intohuggingface:mainfrom
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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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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It might be worth benchmarking any custom kernel against native, but also native compiled by torch.compile, because torch.compile has a major impact on the dequantization code |
Contributor
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This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread. Please note that issues that do not follow the contributing guidelines are likely to be ignored. |
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What does this PR do?
Benchmark Results
GPU: RTX 3090, Model: Flux-1.0-dev + Q4_0 transformer
Native dequantize mulmat
Kernel dequantize mulmat
Kernel quantized mulmat (MMQ)
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