diff --git a/docker/scripts/entrypoint.sh b/docker/scripts/entrypoint.sh
index 58a42a1..e395fe8 100644
--- a/docker/scripts/entrypoint.sh
+++ b/docker/scripts/entrypoint.sh
@@ -9,9 +9,15 @@ SCRIPTS_DIR=/opt/scripts
 
 echo "[entrypoint] running patches..."
 
-# vllm 平台补丁
+# vllm 平台补丁（非致命：非 GPU 容器可能失败）
 if [ -f ${SCRIPTS_DIR}/patch_vllm_platform.py ]; then
+    set +e
     ${VENV}/bin/python ${SCRIPTS_DIR}/patch_vllm_platform.py
+    vllm_rc=$?
+    set -e
+    if [ $vllm_rc -ne 0 ]; then
+        echo "[entrypoint] patch_vllm_platform.py exited with $vllm_rc (non-fatal for router/gradio)"
+    fi
 fi
 
 # MinerU 推理补丁
diff --git a/docker/scripts/patch_vllm_platform.py b/docker/scripts/patch_vllm_platform.py
index 788a232..a9b0c4a 100644
--- a/docker/scripts/patch_vllm_platform.py
+++ b/docker/scripts/patch_vllm_platform.py
@@ -85,6 +85,9 @@ def ensure_vllm_dist_info():
     vLLM 平台检测会通过 importlib.metadata 查询 vllm 分发元数据/entry points。
     如果只靠 PYTHONPATH 导入源码，没有 dist-info，就会出现：
     "The vLLM package was not found..."，并可能得到 UnspecifiedPlatform。
+
+    注意：仅当 rocm_platform_plugin 函数实际存在时才注册 entry_point，
+    否则 vLLM 会因 AttributeError 回退到 UnspecifiedPlatform。
     """
     try:
         import vllm
@@ -112,11 +115,25 @@ def ensure_vllm_dist_info():
         fp.write('vllm\n')
     with open(os.path.join(dist_info, 'INSTALLER'), 'w') as fp:
         fp.write('mineru-rocm-runtime\n')
-    with open(os.path.join(dist_info, 'entry_points.txt'), 'w') as fp:
-        fp.write(
+
+    # 仅当 rocm_platform_plugin 实际存在时才注册，避免 vLLM 加载失败
+    entry_points = ''
+    try:
+        from vllm.platforms.rocm import rocm_platform_plugin  # noqa: F401
+        entry_points += (
             '[vllm.platform_plugins]\n'
             'rocm = vllm.platforms.rocm:rocm_platform_plugin\n'
         )
+        print('rocm_platform_plugin found, registering entry point.')
+    except (ImportError, AttributeError, SystemExit, KeyboardInterrupt):
+        print('WARNING: rocm_platform_plugin not found in vllm.platforms.rocm; '
+              'skipping entry_point registration.')
+    except BaseException as e:
+        print(f'WARNING: rocm_platform_plugin check failed ({type(e).__name__}: {e}); '
+              'skipping entry_point registration.')
+
+    with open(os.path.join(dist_info, 'entry_points.txt'), 'w') as fp:
+        fp.write(entry_points)
     with open(os.path.join(dist_info, 'RECORD'), 'w') as fp:
         fp.write('')
     print(f'vllm dist-info ensured: {dist_info}')
@@ -161,17 +178,18 @@ def main():
         ensure_vllm_dist_info()
         import vllm
         from vllm.platforms import current_platform
-        print(f'vllm runtime import OK: {vllm.__version__}, platform={type(current_platform).__name__}')
-        if type(current_platform).__name__ == 'UnspecifiedPlatform':
-            raise RuntimeError(
-                'vLLM platform detection returned UnspecifiedPlatform; '
-                'ROCm backend is not usable. Check amdsmi, /dev/kfd, /dev/dri, '
+        platform_name = type(current_platform).__name__
+        print(f'vllm runtime import OK: {vllm.__version__}, platform={platform_name}')
+        if platform_name == 'UnspecifiedPlatform':
+            print(
+                'WARNING: vLLM platform detection returned UnspecifiedPlatform. '
+                'This is expected on containers without GPU access (router/gradio). '
+                'On worker containers, check: amdsmi, /dev/kfd, /dev/dri, '
                 'and vllm.platform_plugins metadata.'
             )
     except Exception:
-        print('ERROR: vllm runtime import failed after platform patches:')
+        print('WARNING: vllm runtime import failed after platform patches (non-fatal):')
         traceback.print_exc()
-        raise
     print('vllm platform patches done.')