support ck-tile blockquant gemm in vllm #642
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* Updated README.md for June 10 release * Added Docker Manifest git hash
* Updated README.md for June 24 Docker release * Added additional throughput results * Fixed some throughput results
* Minor changes to command line examples * README changes and added throughput results Still waiting on latency * Added latency results * Update README.md * Update README.md
* Update test-pipeline.yaml Disabling the "Tensorizer Test". The test is seen to generate exceptions while still reporting as successful. That needs to be verified before re-enabling the test in the production environment. Signed-off-by: Alexei V. Ivanov <[email protected]> * Fixing pre-commit complaints. Signed-off-by: Alexei V. Ivanov <[email protected]> * . Signed-off-by: Alexei V. Ivanov <[email protected]> --------- Signed-off-by: Alexei V. Ivanov <[email protected]>
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Accuracy verification of deepseek-671B on the CEval dataset:
With Gemm-fp8-blockquant-ck_tile kernel integrated, the accuracy on Ceval datasets has NO loss, 88.7%(triton gemm) vs 89.07(ck-tile gemm)
End-to-end performance of deepseek-671B on MI300X:
With Gemm-fp8-blockquant-ck_tile kernel integrated, achieve 107%~120% performance boost against triton kernel, achieve 113%~123% performance boost against triton kernel on MI300X