diff --git a/Dockerfile_intel b/Dockerfile_intel
index 2eb9466e9..68170c526 100644
--- a/Dockerfile_intel
+++ b/Dockerfile_intel
@@ -97,12 +97,6 @@ ENV HF_HOME=/data \
 
 
 WORKDIR /usr/src
-RUN pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/torch-2.5.0a0%2Bgite84e33f-cp311-cp311-linux_x86_64.whl --no-cache-dir
-RUN pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/torchaudio-2.5.0a0%2B56bc006-cp311-cp311-linux_x86_64.whl --no-cache-dir
-RUN pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/torchvision-0.20.0a0%2B8e8a208-cp311-cp311-linux_x86_64.whl --no-cache-dir
-RUN pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/oneccl_bind_pt-2.5.0%2Bxpu-cp311-cp311-linux_x86_64.whl --no-cache-dir
-
-RUN pip install triton-xpu==3.0.0b2 --no-cache-dir
 
 # Install server
 COPY proto proto
@@ -121,6 +115,13 @@ RUN cd server && \
     pwd && \
     text-generation-server --help
 
+RUN . ./server/.venv/bin/activate && pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/torch-2.5.0a0%2Bgite84e33f-cp311-cp311-linux_x86_64.whl --no-cache-dir
+RUN . ./server/.venv/bin/activate && pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/torchaudio-2.5.0a0%2B56bc006-cp311-cp311-linux_x86_64.whl --no-cache-dir
+RUN . ./server/.venv/bin/activate && pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/torchvision-0.20.0a0%2B8e8a208-cp311-cp311-linux_x86_64.whl --no-cache-dir
+RUN . ./server/.venv/bin/activate && pip install https://intel-optimized-pytorch.s3.cn-north-1.amazonaws.com.cn/ipex_dev/xpu/oneccl_bind_pt-2.5.0%2Bxpu-cp311-cp311-linux_x86_64.whl --no-cache-dir
+
+RUN . ./server/.venv/bin/activate pip install triton-xpu==3.0.0b2 --no-cache-dir
+
 ENV LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/opt/intel/oneapi/pti/0.9/lib:/opt/conda/lib
 ENV CCL_ZE_IPC_EXCHANGE=sockets
 #ENV TORCH_LLM_ALLREDUCE=1