For nz unset in bf16&fp16 (#4495)
<!-- Thanks for sending a pull request! BEFORE SUBMITTING, PLEASE READ https://docs.vllm.ai/en/latest/contributing/overview.html --> ### What this PR does / why we need it? disable NZ for float weight case. This is only a quick fix for dev branch. For main branch, we'll consider more case to make it more common. ### Does this PR introduce _any_ user-facing change? <!-- Note that it means *any* user-facing change including all aspects such as API, interface or other behavior changes. Documentation-only updates are not considered user-facing changes. --> ### How was this patch tested? qwen2.5 32B <img width="441" height="221" alt="image" src="https://github.com/user-attachments/assets/7ae18ffd-1ce2-43d9-9960-be45250ad0da" /> --------- Signed-off-by: 刘哲续 <liuzhexu1@huawei.com> Co-authored-by: 刘哲续 <liuzhexu1@huawei.com>
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@@ -2676,7 +2676,7 @@ class NPUModelRunner(LoRAModelRunnerMixin):
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def _convert_torch_format(self, tensor):
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if ACL_FORMAT == ACL_FORMAT_FRACTAL_NZ \
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and not is_enable_nz():
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and not is_enable_nz(tensor.dtype):
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return tensor
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tensor = torch_npu.npu_format_cast(tensor, ACL_FORMAT)
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return tensor
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