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Zenn (AI)Japan

VLM量子化はLLMだけ見ない:ViT・Connector・LLMのbit配分を考える

September 9

VLM(Vision-Language Model)を4bit化するとき、実装例の多くはLLM側だけを量子化します。モデルサイズを減らすには合理的ですが、task精度まで含めると、ViT(vision encoder)とconnectorを無視できない場合があります。 論文Towards Understanding Best Practices for Quantization of Vision-Language Modelsは、BL

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