[Feat][BugFix]Support the Qwen3-Next-80B-A3B-Instruct quantization model&Fix the NZ issue (#4245)
### What this PR does / why we need it?
Support the Qwen3-Next-80B-A3B-Instruct quantization model and Fix the
NZ issue. Triton kernel doesn't support data format nz, thus we skip
converting weight to nz on layer `conv1d`
- vLLM version: v0.11.0
- vLLM main:
2918c1b49c
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Signed-off-by: IncSec <1790766300@qq.com>
This commit is contained in:
@@ -45,7 +45,8 @@ class AscendUnquantizedLinearMethod(UnquantizedLinearMethod):
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def process_weights_after_loading(self, layer: torch.nn.Module) -> None:
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super().process_weights_after_loading(layer)
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if (is_enable_nz() and layer.weight.data.dtype
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if "conv1d" not in layer.prefix and (
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is_enable_nz() and layer.weight.data.dtype
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in [torch.float16, torch.bfloat16]):
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layer.weight.data = torch_npu.npu_format_cast(
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layer.weight.data, ACL_FORMAT_FRACTAL_NZ)
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