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[Bugfix][LoRA] Fix the bug when runs Qwen3-Reranker-0.6B with LoRA. (#7156) ### What this PR does / why we need it? Fix the error that reports while initializing qwen3-reranker-0.6b model with --enable-lora. And add a testcase to verify the fix. - vLLM version: v0.17.0 - vLLM main: https://github.com/vllm-project/vllm/commit/4034c3d32e30d01639459edd3ab486f56993876d --------- Signed-off-by: paulyu12 <507435917@qq.com> Co-authored-by: Mengqing Cao <cmq0113@163.com>2 个月前