diff --git a/Dockerfile b/Dockerfile
index 9ab7a61b2..835d259b8 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -128,12 +128,13 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
       libopenblas-dev libgomp1 libcupti-dev libnuma1 libopenmpi-dev openmpi-bin libnuma-dev libpng16-16 libjpeg8 \
       libnccl2=2.22.3-1+cuda12.6 && \
     rm -rf /var/lib/apt/lists/* && \
-    python3 -m pip install --no-cache-dir --upgrade pip && \
-    python3 -m pip install --no-cache-dir xgrammar
+    python3 -m pip install --no-cache-dir --upgrade pip
+    # python3 -m pip install --no-cache-dir xgrammar
 
 # 拷贝 cupti 动态库（与 autobuild 相同）
-COPY --from=builder-extras /usr/local/cuda/lib64/libcupti.so.12 /usr/lib/x86_64-linux-gnu/
-COPY --from=builder-extras /usr/local/cuda/lib64/libcupti.so /usr/lib/x86_64-linux-gnu/
+# COPY --from=builder-extras /usr/local/cuda/lib64/libcupti.so.12 /usr/lib/x86_64-linux-gnu/
+# COPY --from=builder-extras /usr/local/cuda/lib64/libcupti.so /usr/lib/x86_64-linux-gnu/
+RUN ldconfig -p | grep -i cupti || (echo "no cupti"; exit 1)
 RUN ldconfig
 
 # ★ 从宿主机构建上下文复制本地轮子（目录名固定：_wheelhouse/）
@@ -152,6 +153,7 @@ RUN ls -lh /tmp/wheels || true && \
     rm -rf /tmp/wheels
 
 
+RUN python3 -m pip install --no-deps xgrammar==0.1.24
 
 ###############################################################################
 # Stage 2 ─ runtime：极简运行镜像，仅离线安装 wheel
@@ -165,12 +167,15 @@ RUN apt-get update && apt-get install -y --no-install-recommends gcc g++ build-e
         python3 python3-dev python3-pip python3-distutils curl ca-certificates \
         libopenblas-dev libgomp1 libcupti-dev libnuma1 libopenmpi-dev openmpi-bin libnuma-dev libpng16-16 libjpeg8 libnccl2=2.22.3-1+cuda12.6 && \
     rm -rf /var/lib/apt/lists/* && \
-    python3 -m pip install --no-cache-dir --upgrade pip \
-    && python3 -m pip install --no-cache-dir xgrammar
+    python3 -m pip install --no-cache-dir --upgrade pip
+    # && python3 -m pip install --no-cache-dir xgrammar
 
 # 👉 拷贝 cupti 动态库（避免写死版本号）
-COPY --from=builder-extras /usr/local/cuda/lib64/libcupti.so.12 /usr/lib/x86_64-linux-gnu/
-COPY --from=builder-extras /usr/local/cuda/lib64/libcupti.so /usr/lib/x86_64-linux-gnu/
+# COPY --from=builder-extras /usr/local/cuda/lib64/libcupti.so.12 /usr/lib/x86_64-linux-gnu/
+# COPY --from=builder-extras /usr/local/cuda/lib64/libcupti.so /usr/lib/x86_64-linux-gnu/
+
+# 检查 cupti 动态库
+RUN ldconfig -p | grep -i cupti || (echo "no cupti"; exit 1)
 
 # 👇建议在后面补上
 RUN ldconfig