diff --git a/docker/Dockerfile b/docker/Dockerfile
index 106926e..11eac04 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -286,18 +286,23 @@ COPY scripts/cache_warmer.py /opt/scripts/cache_warmer.py
 # ===========================================================================
 RUN set -ex && \
     export http_proxy=${GIT_PROXY} https_proxy=${GIT_PROXY} && \
-    cd /opt/vllm && ${VENV}/bin/pip install -e . --no-build-isolation && \
-    ${VENV}/bin/pip install regex && \
+    # 先安装 vllm 的全部 Python 运行时依赖（--no-build-isolation 不自动装）
+    # 跳过 setuptools 版本约束（与 PyTorch ROCm 构建工具链冲突）
+    cd /opt/vllm && \
+    grep -v 'setuptools' requirements/common.txt > /tmp/vllm_deps.txt && \
+    ${VENV}/bin/pip install -r /tmp/vllm_deps.txt && \
+    ${VENV}/bin/pip install -e . --no-build-isolation && \
     ${VENV}/bin/python -c "import torch; v=torch.__version__; assert 'rocm' in v, f'PyTorch overwritten: {v}'; print('PyTorch OK:', v)" && \
     ${VENV}/bin/pip uninstall -y triton triton-rocm 2>/dev/null; \
     ${VENV}/bin/pip install --force-reinstall \
         torch==2.11.0+rocm7.2 torchvision pytorch-triton-rocm \
         --index-url ${TORCH_INDEX} && \
-    ${VENV}/bin/python -c "import vllm; print('vllm import OK:', vllm.__version__)" && \
+    # 深度验证 vllm（确保 AsyncEngineArgs、AsyncLLM 等关键模块可导入，缺包直接构建失败）
+    ${VENV}/bin/python -c "from vllm.engine.arg_utils import AsyncEngineArgs; from vllm.v1.engine.async_llm import AsyncLLM; print('vllm deep import OK:', __import__('vllm').__version__)" && \
     # 确保 mineru-api 子进程不依赖 PYTHONPATH 也能导入 vllm
     echo "/opt/vllm" > ${VENV}/lib/python${PYTHON_VER}/site-packages/vllm.pth && \
-    # 锁定所有 ROCm 关键包版本，防止 mineru 安装时覆盖
-    ${VENV}/bin/pip freeze | grep -iE "^(torch|vllm|triton|pytorch.triton|setuptools|torchvision|flash.attn|aiter)" >> ${VENV}/torch-constraint.txt && \
+    # 锁定 ROCm 关键包版本（不含 setuptools，避免与 vllm/mineru 依赖冲突）
+    ${VENV}/bin/pip freeze | grep -iE "^(torch|vllm|triton|pytorch.triton|torchvision|flash.attn|aiter)" >> ${VENV}/torch-constraint.txt && \
     rm -rf /opt/vllm_build
 
 # ===========================================================================
@@ -306,14 +311,14 @@ RUN set -ex && \
 RUN set -ex && \
     export http_proxy=${GIT_PROXY} https_proxy=${GIT_PROXY} && \
     ${VENV}/bin/pip install 'mineru[core]' click gradio httpx cbor2 && \
-    ${VENV}/bin/python -c "import torch; import vllm; import mineru; import click; import gradio; import httpx; import cbor2; print('MinerU + Gradio + httpx + cbor2 imports OK')" && \
+    ${VENV}/bin/python -c "import torch; from vllm.engine.arg_utils import AsyncEngineArgs; import mineru; import click; import gradio; import httpx; import cbor2; print('MinerU + Gradio + vllm deep + httpx + cbor2 imports OK')" && \
     ${VENV}/bin/mineru-gradio --help >/dev/null
 
 # ===========================================================================
 # 阶段 10：入口与最终验证
 # ===========================================================================
 RUN echo 'source /opt/mineru_venv/bin/activate' >> /etc/bash.bashrc && \
-    ${VENV}/bin/python -c "import torch; import vllm; import mineru; import gradio; import mineru.cli.gradio_app; print('MinerU ROCm Docker Image Ready'); print(f'PyTorch {torch.__version__} OK')"
+    ${VENV}/bin/python -c "import torch; from vllm.engine.arg_utils import AsyncEngineArgs; import mineru; import gradio; import mineru.cli.gradio_app; print('MinerU ROCm Docker Image Ready'); print(f'PyTorch {torch.__version__} OK')"
 
 ENTRYPOINT ["/opt/entrypoint.sh"]
 CMD ["bash"]