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[Bug]: turboquant accuracy and speed are bad than bf16 #42621

@zzz3bbb3

Description

@zzz3bbb3

Your current environment

H200 x1, ~45B moe model, vllm

🐛 Describe the bug

Accuracy with MBPP

Image

Speed and Throughput

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