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[Bug] Fix DeepSeek-V2.5-1210-FP8 issue (#27267)

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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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Wentao Ye 2025-10-22 11:00:10 -04:00 committed by GitHub
parent 4ca13a8667
commit 1c160841ea
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1 changed files with 11 additions and 5 deletions
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16
vllm/model_executor/layers/fused_moe/cutlass_moe.py
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@ -511,13 +511,19 @@ def cutlass_moe_fp8(
assert quant_config is not None assert quant_config is not None
if quant_config.a1_scale is not None: if quant_config.a1_scale is not None:
assert quant_config.per_act_token_quant == quant_config.a1_scale.numel() != 1 assert quant_config.per_act_token_quant == (quant_config.a1_scale.numel() != 1)
if quant_config.a2_scale is not None: if quant_config.a2_scale is not None:
assert quant_config.per_act_token_quant == quant_config.a2_scale.numel() != 1 assert quant_config.per_act_token_quant == (quant_config.a2_scale.numel() != 1)
assert quant_config.w1_scale is None or ( if quant_config.w1_scale is not None:
quant_config.per_out_ch_quant == (quant_config.w1_scale.size(1) == w1_q.size(1)) if quant_config.per_out_ch_quant:
) assert quant_config.w1_scale.dim() > 1 and quant_config.w1_scale.size(
1
) == w1_q.size(1)
else:
assert (
quant_config.w1_scale.dim() == 1 or quant_config.w1_scale.size(1) == 1
)
num_experts = global_num_experts if global_num_experts != -1 else w1_q.size(0) num_experts = global_num_experts if global_num_experts != -1 else w1_q.size(0)