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[Won't Merge]Qwen fp8 #2196

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[Won't Merge]Qwen fp8 #2196

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5f61128
update moe
yiliu30 Apr 28, 2025
c3bd0f5
remoce unused code
Yi4Liu Apr 29, 2025
53a76b7
update moe experts
Yi4Liu Apr 29, 2025
9dd74f9
revert change
Yi4Liu Apr 29, 2025
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12 changes: 6 additions & 6 deletions neural_compressor/torch/algorithms/fp8_quant/_core/common.py
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Original file line number Diff line number Diff line change
Expand Up @@ -235,12 +235,12 @@ def convert_scales_to_tensors_dict(scales_obj, scales_file_format, hp_dtype, dev
"VllmMixtureOfExpertsOpFP8": ModuleInfo("dynamic_moe", PatchedVllmMixtureOfExpertsOpFP8),
# FIXME (Yi) revert change
"FusedMoE": ModuleInfo("linear", PatchedMixtralMoE, False),
# "GaudiMixtralSparseMoeBlock": ModuleInfo("dynamic_moe", PatchedGaudiMixtralSparseMoeBlock),
# "VllmMixtureOfExpertsOp": (
# ModuleInfo("dynamic_moe", PatchedVllmMixtureOfExpertsOpV2)
# if os.getenv("LOW_CPU_MEM", "0") == "1"
# else ModuleInfo("dynamic_moe", PatchedVllmMixtureOfExpertsOpV1)
# ),
"GaudiMixtralSparseMoeBlock": ModuleInfo("dynamic_moe", PatchedGaudiMixtralSparseMoeBlock),
"VllmMixtureOfExpertsOp": (
ModuleInfo("dynamic_moe", PatchedVllmMixtureOfExpertsOpV2)
if os.getenv("LOW_CPU_MEM", "0") == "1"
else ModuleInfo("dynamic_moe", PatchedVllmMixtureOfExpertsOpV1)
),
}


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2 changes: 2 additions & 0 deletions neural_compressor/torch/algorithms/fp8_quant/_quant_common/helper_modules.py
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Expand Up @@ -781,6 +781,7 @@ def forward_quant(self,
hidden_states,
expert_routing_table,
router_weights,
layer=None,
permuted_weights=True,
activation="silu"):
experts_range = range(self.num_experts)
Expand Down Expand Up @@ -810,6 +811,7 @@ def forward_measure(self,
hidden_states,
expert_routing_table,
router_weights,
layer=None,
permuted_weights=True,
activation="silu"):
experts_range = range(self.num_experts)
Expand Down