diff --git a/docker/Dockerfile.ubuntu b/docker/Dockerfile.ubuntu
index b09a58a3..abbc27e7 100644
--- a/docker/Dockerfile.ubuntu
+++ b/docker/Dockerfile.ubuntu
@@ -20,12 +20,10 @@ ARG INSTALL_MS_DEPS={install_ms_deps}
 COPY requirements /var/modelscope
 
 RUN pip uninstall ms-swift modelscope -y && pip --no-cache-dir install pip==23.* -U && \
-    pip install --no-cache-dir apex -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
 if [ "$INSTALL_MS_DEPS" = "True" ]; then \
     pip --no-cache-dir install omegaconf==2.0.6 && \
     pip install 'editdistance==0.8.1' && \
     pip install --no-cache-dir 'cython<=0.29.36' versioneer 'numpy<2.0' -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
-    pip install --no-cache-dir kwsbp==0.1.0 -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
     # pip install --no-cache-dir kwsbp==0.0.6 -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
     pip install --no-cache-dir -r /var/modelscope/framework.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
     pip install --no-cache-dir -r /var/modelscope/audio.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
@@ -41,6 +39,12 @@ if [ "$INSTALL_MS_DEPS" = "True" ]; then \
     pip install --no-cache-dir funtextprocessing typeguard==2.13.3 scikit-learn -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
     pip install --no-cache-dir text2sql_lgesql==1.3.0 git+https://github.com/jin-s13/xtcocoapi.git@v1.14 git+https://github.com/gatagat/lap.git@v0.4.0 -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html --force --no-deps && \
     pip install --no-cache-dir mmcls>=0.21.0 mmdet>=2.25.0 decord>=0.6.0 mpi4py paint_ldm ipykernel fasttext -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
+    pip uninstall ddpm_guided_diffusion -y && \
+    pip install 'ddpm_guided_diffusion' -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html --no-index && \
+    pip uninstall shotdetect_scenedetect_lgss -y && \
+    pip install 'shotdetect_scenedetect_lgss' -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html --no-index && \
+    pip uninstall MinDAEC -y && \
+    pip install https://modelscope.oss-cn-beijing.aliyuncs.com/releases/dependencies/MinDAEC-0.0.2-py3-none-any.whl && \
     pip cache purge; \
 else \
     pip install --no-cache-dir -r /var/modelscope/framework.txt -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html && \
diff --git a/docker/Dockerfile.ubuntu_base b/docker/Dockerfile.ubuntu_base
index fae19cfb..07096766 100644
--- a/docker/Dockerfile.ubuntu_base
+++ b/docker/Dockerfile.ubuntu_base
@@ -189,6 +189,13 @@ RUN if [ "$USE_GPU" = "True" ] ; then \
      echo 'cpu unsupport Pointnet2'; \
     fi
 
+# NVIDIA apex building
+RUN if [ "$USE_GPU" = "True" ] ; then \
+        bash /tmp/install_apex.sh; \
+    else \
+     echo 'cpu unsupport nvidia apex'; \
+    fi
+
 
 ARG TENSORFLOW_VERSION={tf_version}
  RUN if [ "$USE_GPU" = "True" ] ; then \
diff --git a/docker/build_image.py b/docker/build_image.py
index 5f253eae..a2cfa83b 100644
--- a/docker/build_image.py
+++ b/docker/build_image.py
@@ -31,7 +31,7 @@ class Builder:
         if not args.cuda_version:
             args.cuda_version = '12.1.0'
         if not args.vllm_version:
-            args.vllm_version = '0.5.3'
+            args.vllm_version = '0.7.3'
         if not args.lmdeploy_version:
             args.lmdeploy_version = '0.6.2'
         if not args.autogptq_version:
@@ -273,7 +273,7 @@ class LLMImageBuilder(Builder):
         if not args.cuda_version:
             args.cuda_version = '12.4.0'
         if not args.vllm_version:
-            args.vllm_version = '0.7.2'
+            args.vllm_version = '0.7.3'
         if not args.lmdeploy_version:
             args.lmdeploy_version = '0.7.0.post2'
         if not args.autogptq_version: