diff --git a/.github/workflows/docker-image.yml b/.github/workflows/docker-image.yml
index 58de50af..2db535c2 100644
--- a/.github/workflows/docker-image.yml
+++ b/.github/workflows/docker-image.yml
@@ -27,9 +27,9 @@ on:
         description: 'Other params in --xxx xxx'
         required: false
       python_version:
-        description: 'Python version to use, default is 3.11.11'
+        description: 'Python version to use, default is 3.12.13'
         required: false
-        default: '3.11.11'
+        default: '3.12.13'
 
 run-name: Docker-${{ inputs.modelscope_branch }}-${{ inputs.image_type }}-${{ inputs.workflow_name }}-${{ inputs.python_version }}-by-@${{ github.actor }}
 
diff --git a/docker/Dockerfile.extra_install b/docker/Dockerfile.extra_install
index 3a8db4e5..6aafdb4f 100644
--- a/docker/Dockerfile.extra_install
+++ b/docker/Dockerfile.extra_install
@@ -32,13 +32,13 @@ RUN wget -O /tmp/boost.tar.gz https://archives.boost.io/release/1.80.0/source/bo
 #install and config python copy from https://github.com/docker-library/python/blob/1b7a1106674a21e699b155cbd53bf39387284cca/3.10/bookworm/Dockerfile
 ARG PYTHON_VERSION={python_version}
 ENV PATH /usr/local/bin:$PATH
-ENV GPG_KEY A035C8C19219BA821ECEA86B64E628F8D684696D
+ENV GPG_KEY="A035C8C19219BA821ECEA86B64E628F8D684696D 7169605F62C751356D054A26A821E680E5FA6305"
 ENV PYTHON_VERSION {python_version}
 
 #install and config python copy from https://github.com/docker-library/python/blob/1b7a1106674a21e699b155cbd53bf39387284cca/3.10/bookworm/Dockerfile
 ARG PYTHON_VERSION={python_version}
 ENV PATH /usr/local/bin:$PATH
-ENV GPG_KEY A035C8C19219BA821ECEA86B64E628F8D684696D
+ENV GPG_KEY="A035C8C19219BA821ECEA86B64E628F8D684696D 7169605F62C751356D054A26A821E680E5FA6305"
 ENV PYTHON_VERSION {python_version}
 
 RUN set -eux; \
@@ -46,7 +46,7 @@ RUN set -eux; \
         wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; \
         wget -O python.tar.xz.asc "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz.asc"; \
         GNUPGHOME="$(mktemp -d)"; export GNUPGHOME; \
-        gpg --batch --keyserver hkp://keyserver.ubuntu.com --recv-keys "$GPG_KEY"; \
+        gpg --batch --keyserver hkp://keyserver.ubuntu.com --recv-keys $GPG_KEY; \
         gpg --batch --verify python.tar.xz.asc python.tar.xz; \
         gpgconf --kill all; \
         rm -rf "$GNUPGHOME" python.tar.xz.asc; \
@@ -112,9 +112,9 @@ RUN set -eux; \
         done
 
 # if this is called "PIP_VERSION", pip explodes with "ValueError: invalid truth value '<VERSION>'"
-ENV PYTHON_PIP_VERSION 23.0.1
+ENV PYTHON_PIP_VERSION 24.3.1
 # https://github.com/docker-library/python/issues/365
-ENV PYTHON_SETUPTOOLS_VERSION 65.5.1
+ENV PYTHON_SETUPTOOLS_VERSION 75.8.2
 # https://github.com/pypa/get-pip
 ENV PYTHON_GET_PIP_URL https://github.com/pypa/get-pip/raw/dbf0c85f76fb6e1ab42aa672ffca6f0a675d9ee4/public/get-pip.py
 ENV PYTHON_GET_PIP_SHA256 dfe9fd5c28dc98b5ac17979a953ea550cec37ae1b47a5116007395bfacff2ab9
diff --git a/docker/Dockerfile.ubuntu_base b/docker/Dockerfile.ubuntu_base
index 0cd5b896..1859dbcd 100644
--- a/docker/Dockerfile.ubuntu_base
+++ b/docker/Dockerfile.ubuntu_base
@@ -35,7 +35,7 @@ RUN wget -O /tmp/boost.tar.gz https://archives.boost.io/release/1.80.0/source/bo
 #install and config python copy from https://github.com/docker-library/python/blob/1b7a1106674a21e699b155cbd53bf39387284cca/3.10/bookworm/Dockerfile
 ARG PYTHON_VERSION={python_version}
 ENV PATH /usr/local/bin:$PATH
-ENV GPG_KEY A035C8C19219BA821ECEA86B64E628F8D684696D
+ENV GPG_KEY="A035C8C19219BA821ECEA86B64E628F8D684696D 7169605F62C751356D054A26A821E680E5FA6305"
 ENV PYTHON_VERSION {python_version}
 
 RUN set -eux; \
@@ -43,7 +43,7 @@ RUN set -eux; \
         wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; \
         wget -O python.tar.xz.asc "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz.asc"; \
         GNUPGHOME="$(mktemp -d)"; export GNUPGHOME; \
-        gpg --batch --keyserver hkp://keyserver.ubuntu.com --recv-keys "$GPG_KEY"; \
+        gpg --batch --keyserver hkp://keyserver.ubuntu.com --recv-keys $GPG_KEY; \
         gpg --batch --verify python.tar.xz.asc python.tar.xz; \
         gpgconf --kill all; \
         rm -rf "$GNUPGHOME" python.tar.xz.asc; \
@@ -112,9 +112,9 @@ RUN set -eux; \
         done
 
 # if this is called "PIP_VERSION", pip explodes with "ValueError: invalid truth value '<VERSION>'"
-ENV PYTHON_PIP_VERSION 23.0.1
+ENV PYTHON_PIP_VERSION 24.3.1
 # https://github.com/docker-library/python/issues/365
-ENV PYTHON_SETUPTOOLS_VERSION 65.5.1
+ENV PYTHON_SETUPTOOLS_VERSION 75.8.2
 # https://github.com/pypa/get-pip
 ENV PYTHON_GET_PIP_URL https://github.com/pypa/get-pip/raw/dbf0c85f76fb6e1ab42aa672ffca6f0a675d9ee4/public/get-pip.py
 ENV PYTHON_GET_PIP_SHA256 dfe9fd5c28dc98b5ac17979a953ea550cec37ae1b47a5116007395bfacff2ab9
diff --git a/docker/build_image.py b/docker/build_image.py
index 20a1f0a9..cbc463ec 100644
--- a/docker/build_image.py
+++ b/docker/build_image.py
@@ -22,7 +22,7 @@ class Builder:
     def init_args(self, args: Any) -> Any:
         if not args.base_image:
             # A mirrored image of nvidia/cuda:12.4.0-devel-ubuntu22.04
-            args.base_image = 'nvidia/cuda:12.8.1-cudnn-devel-ubuntu22.04'
+            args.base_image = 'nvidia/cuda:12.9.1-cudnn-devel-ubuntu22.04'
         if not args.torch_version:
             args.torch_version = '2.9.1'
             args.torchaudio_version = '2.9.1'
@@ -32,7 +32,7 @@ class Builder:
         if not args.tf_version:
             args.tf_version = '2.16.1'
         if not args.cuda_version:
-            args.cuda_version = '12.8.1'
+            args.cuda_version = '12.9.1'
         if not args.vllm_version:
             args.vllm_version = '0.15.1'
         if not args.lmdeploy_version:
@@ -393,8 +393,12 @@ class LatestGPUImageBuilder(StableGPUImageBuilder):
     """Dependencies will be latest versions"""
 
     def init_args(self, args: Any) -> Any:
+        if not args.torch_version:
+            args.torch_version = '2.10.0'
+            args.torchaudio_version = '2.10.0'
+            args.torchvision_version = '0.25.0'
         if not args.vllm_version:
-            args.vllm_version = '0.16.0'
+            args.vllm_version = '0.19.0'
         return super().init_args(args)
 
     def generate_dockerfile(self) -> str:
@@ -487,7 +491,7 @@ RUN pip install --no-cache-dir -U icecream soundfile pybind11 py-spy
 parser = argparse.ArgumentParser()
 parser.add_argument('--base_image', type=str, default=None)
 parser.add_argument('--image_type', type=str)
-parser.add_argument('--python_version', type=str, default='3.11.11')
+parser.add_argument('--python_version', type=str, default='3.12.13')
 parser.add_argument('--ubuntu_version', type=str, default='22.04')
 parser.add_argument('--torch_version', type=str, default=None)
 parser.add_argument('--torchvision_version', type=str, default=None)
diff --git a/docker/install.sh b/docker/install.sh
index 14066872..b39f2137 100644
--- a/docker/install.sh
+++ b/docker/install.sh
@@ -10,9 +10,7 @@ flashattn_version=${7:-2.7.1.post4}
 
 pip uninstall -y torch torchvision torchaudio
 
-pip install --no-cache-dir torch==$torch_version torchvision==$torchvision_version torchaudio==$torchaudio_version
-
-pip install --no-cache-dir torch==$torch_version torchvision==$torchvision_version torchaudio==$torchaudio_version
+pip install --no-cache-dir torch==$torch_version torchvision==$torchvision_version torchaudio==$torchaudio_version --index-url https://download.pytorch.org/whl/cu129
 
 pip install --no-cache-dir tiktoken transformers_stream_generator bitsandbytes deepspeed torchmetrics decord optimum openai-whisper