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AIRigs
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  4. VLLM with mixed quantization

VLLM with mixed quantization

Scheduled Pinned Locked Moved Quantization & Formats
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  • F
    F
    fedes1to
    wrote on last edited by
    #1

    Findings from Minachist's huggingface profile.

    Before anything, there's a really good blog post detailing the internals in Minachist's blog, found here.

    Turns out these quantizations are the best I've found (compared to their size, for vLLM) by a HUGE margin, (photos from the blog linked above):

    image.jpeg

    image.jpeg

    Sources (and good quantizations/resources):
    https://minamism.com/posts/vllm-int5-7-quantization/
    https://huggingface.co/Minachist/Qwen3.8-27B-INT6-Mixed-AutoRound
    https://huggingface.co/Minachist/Qwen3.8-Flash-Next-INT4-Mixed-AutoRound

    No AI used
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