diff --git a/.github/workflows/publish_job.yml b/.github/workflows/publish_job.yml
index fc67b5faafa..2cb1b87d4d0 100644
--- a/.github/workflows/publish_job.yml
+++ b/.github/workflows/publish_job.yml
@@ -287,7 +287,7 @@ jobs:
         shell: bash
         env:
           docker_image: ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddleqa:fastdeploy-ciuse-cuda126-dailyupdate
-          fd_archive_url: ${FASTDEPLOY_ARCHIVE_URL}
+          fd_archive_url: ${{ env.FASTDEPLOY_ARCHIVE_URL }}
         run: |
           set -x
           FULL_REPO="${{ github.repository }}"
diff --git a/dockerfiles/Dockerfile.gpu b/dockerfiles/Dockerfile.gpu
index c897f651ae5..b73adffe25c 100644
--- a/dockerfiles/Dockerfile.gpu
+++ b/dockerfiles/Dockerfile.gpu
@@ -1,6 +1,6 @@
-FROM ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/fastdeploy-cuda-12.6:2.2.1
-ARG PADDLE_VERSION=3.2.0
-ARG FD_VERSION=2.2.1
+FROM ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/fastdeploy-cuda-12.6:tag-base
+ARG PADDLE_VERSION=3.2.1
+ARG FD_VERSION=2.3.0-rc0
 
 ENV DEBIAN_FRONTEND=noninteractive
 
diff --git a/tools/dockerfile/Dockerfile.ci b/tools/dockerfile/Dockerfile.ci
index 6d711889f0d..e985d3d39f6 100644
--- a/tools/dockerfile/Dockerfile.ci
+++ b/tools/dockerfile/Dockerfile.ci
@@ -1,9 +1,30 @@
 FROM ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddleqa:cuda126-py310-cibase
 RUN apt update && apt install -y jq
-RUN python -m pip install --no-cache-dir xgrammar==0.1.19 torch==2.6.0 -i https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
 COPY ../../requirements.txt ./requirements.txt
 RUN python -m pip install --no-cache-dir -r requirements.txt -i https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
 COPY ./unittest_requirement.txt ./unittest_requirement.txt
 RUN python -m pip install --no-cache-dir -r unittest_requirement.txt -i https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
 COPY ./requirements_paddle_nv.txt ./requirements_paddle_nv.txt
 RUN python -m pip install --no-cache-dir -r requirements_paddle_nv.txt -i https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
+
+RUN wget -q --no-proxy https://paddle-qa.bj.bcebos.com/FastDeploy/MLNX_OFED_LINUX-24.10-2.1.8.0-ubuntu22.04-x86_64.tgz \
+    && tar xf MLNX_OFED_LINUX-24.10-2.1.8.0-ubuntu22.04-x86_64.tgz
+
+RUN rm -f /etc/apt/sources.list  \
+    && echo "deb http://archive.ubuntu.com/ubuntu jammy main restricted universe multiverse\ndeb http://archive.ubuntu.com/ubuntu jammy-updates main restricted universe multiverse\ndeb http://archive.ubuntu.com/ubuntu jammy-security main restricted universe multiverse" | tee /etc/apt/sources.list > /dev/null
+
+RUN cd MLNX_OFED_LINUX-24.10-2.1.8.0-ubuntu22.04-x86_64  \
+    && apt clean \
+    && apt update --fix-missing \
+    && apt-get install -y librdmacm-dev libibverbs-dev \
+    && apt install -y iproute2 \
+    && ./mlnxofedinstall --user-space-only --skip-distro-check --without-fw-update --force --without-ucx-cuda
+
+RUN apt install -y build-essential tcl \
+    && wget http://download.redis.io/releases/redis-7.2.0.tar.gz \
+    && tar xzf redis-7.2.0.tar.gz && cd redis-7.2.0 \
+    && make && make PREFIX=/usr/local/redis install
+
+RUN rm -rf MLNX_OFED_LINUX-24.10-2.1.8.0-ubuntu22.04-x86_64* redis*
+
+ENV PATH="/usr/local/redis/bin:${PATH}"