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Support AWQMarlin with MLA #13109

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Support AWQMarlin with MLA #13109

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@mgoin mgoin commented Feb 11, 2025

lm_eval --model vllm --model_args pretrained=TechxGenus/DeepSeek-Coder-V2-Lite-Instruct-AWQ --trust_remote_code --tasks gsm8k --num_fewshot 5 --batch_size auto 
...
INFO 02-12 19:01:25 cuda.py:161] Using Triton MLA backend.
...
INFO 02-12 19:01:41 worker.py:267] model weights take 10.45GiB; non_torch_memory takes 0.16GiB; PyTorch activation peak memory takes 0.94GiB; the rest of the memory reserved for KV Cache is 59.75GiB.
INFO 02-12 19:01:41 executor_base.py:110] # CUDA blocks: 116023, # CPU blocks: 7767
INFO 02-12 19:01:41 executor_base.py:115] Maximum concurrency for 163840 tokens per request: 11.33x
...
vllm (pretrained=TechxGenus/DeepSeek-Coder-V2-Lite-Instruct-AWQ,trust_remote_code=True), gen_kwargs: (None), limit: None, num_fewshot: 5, batch_size: auto
|Tasks|Version|     Filter     |n-shot|  Metric   |   |Value |   |Stderr|
|-----|------:|----------------|-----:|-----------|---|-----:|---|-----:|
|gsm8k|      3|flexible-extract|     5|exact_match|↑  |0.7119|±  |0.0125|
|     |       |strict-match    |     5|exact_match|↑  |0.6823|±  |0.0128|

Signed-off-by: mgoin <mgoin64@gmail.com>
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👋 Hi! Thank you for contributing to the vLLM project.

💬 Join our developer Slack at https://slack.vllm.ai to discuss your PR in #pr-reviews, coordinate on features in #feat- channels, or join special interest groups in #sig- channels.

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@mgoin mgoin marked this pull request as draft February 11, 2025 19:10
@mgoin mgoin marked this pull request as ready for review February 12, 2025 19:11
Signed-off-by: mgoin <mgoin64@gmail.com>
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mgoin commented Feb 13, 2025

Replaced by #13181

@mgoin mgoin closed this Feb 13, 2025
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