[Docs] Add quantization docs#3410
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Edenzzzz
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Feb 9, 2025
| --port 30000 --host 0.0.0.0 | ||
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| Our team is working on supporting more online quantization methods. We will soon support methods including but not limited to `["awq", "gptq", "marlin", "gptq_marlin", "awq_marlin", "bitsandbytes", "gguf"]` |
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I think this means online quantization? Loading offline awq weights is already supported.
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Thanks. I will give credit to you, james and fan. |
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We should move it to reference and add it in index.rst.
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@zhaochenyang20 Added |
zhyncs
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Feb 9, 2025
zhyncs
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zhyncs
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Feb 9, 2025
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FYI In the upcoming release, we will default to using sgl-kernel's W8A8 Int8 and FP8 instead of vLLM's W8A8. We have achieved best performance across on all sm80, sm89 and sm90. |
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Great. Wait, we need to change this a bit |
This was referenced Feb 21, 2025
timethink
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Co-authored-by: yinfan98 <1106310035@qq.com>
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Co-authored-by: yinfan98 <1106310035@qq.com>
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Motivation
Re-opens #3253 with reviews addressed.
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