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[Doc]: Compare LMDeploy vs vLLM AWQ Triton kernels #10420

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casper-hansen opened this issue Nov 18, 2024 · 0 comments
Open
1 task done

[Doc]: Compare LMDeploy vs vLLM AWQ Triton kernels #10420

casper-hansen opened this issue Nov 18, 2024 · 0 comments
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documentation Improvements or additions to documentation

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@casper-hansen
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📚 The doc issue

LMDeploy has their own Triton kernels implemented for AWQ. It would be interesting to know which Triton kernels are more efficient and if vLLM can improve the performance.

Link to kernels: https://github.com/InternLM/lmdeploy/blob/0c80baa001e79d0b7d182b8a670190801d2d8d5b/lmdeploy/pytorch/kernels/cuda/awq_kernels.py

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@casper-hansen casper-hansen added the documentation Improvements or additions to documentation label Nov 18, 2024
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