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[Feature]: qwen2.5 omni doesn't support bnb quantification. #23240

@dylanliu2

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@dylanliu2

🚀 The feature, motivation and pitch

I'm trying to deploy qwen2.5-omni-3B on my laptop but found that it doesn't support bnb quantization. It seems that there is no other quantization version of qwen2.5-omni-3B that vllm can support now.
Will bnb quantization for qwen2.5-omni be supported in the furture?

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