diff --git a/docker/xpu.Dockerfile b/docker/xpu.Dockerfile
index b4dbd2f09..6d169f958 100644
--- a/docker/xpu.Dockerfile
+++ b/docker/xpu.Dockerfile
@@ -43,14 +43,13 @@ ENV PATH="$VIRTUAL_ENV/bin:$PATH"
 WORKDIR /sgl-workspace
 
 RUN  pip install --no-cache-dir msgspec blake3 py-cpuinfo compressed_tensors gguf partial_json_parser einops tabulate --root-user-action=ignore && \
-     pip install --no-cache-dir torch==2.11.0+xpu torchao torchvision torchaudio==2.11.0+xpu --index-url https://download.pytorch.org/whl/xpu
+     pip install --no-cache-dir torch==2.12.0+xpu torchao==0.17.0+xpu torchvision==0.27.0+xpu torchaudio==2.11.0+xpu --index-url https://download.pytorch.org/whl/xpu
 
 RUN echo "Cloning ${SG_LANG_BRANCH} from ${SG_LANG_REPO}" && \
     git clone --branch ${SG_LANG_BRANCH} --single-branch ${SG_LANG_REPO} sglang && \
     cd sglang && cd python && \
     cp pyproject_xpu.toml pyproject.toml && \
     pip install --no-cache-dir . --extra-index-url https://download.pytorch.org/whl/xpu && \
-    pip install --no-cache-dir --no-deps xgrammar==0.1.33 && \
-    pip install triton-xpu==3.7.1 --index-url https://download.pytorch.org/whl/test/xpu --force-reinstall
+    pip install --no-cache-dir --no-deps xgrammar==0.1.33
 
 CMD ["bash", "-c", "source /opt/intel/oneapi/setvars.sh --force && exec bash"]
diff --git a/docs_new/docs/hardware-platforms/xpu.mdx b/docs_new/docs/hardware-platforms/xpu.mdx
index 552c66e6b..82264340d 100644
--- a/docs_new/docs/hardware-platforms/xpu.mdx
+++ b/docs_new/docs/hardware-platforms/xpu.mdx
@@ -53,7 +53,7 @@ conda create -n sgl-xpu python=3.12 -y
 conda activate sgl-xpu
 
 # Set PyTorch XPU as primary pip install channel to avoid installing the larger CUDA-enabled version and prevent potential runtime issues.
-pip3 install torch==2.11.0+xpu torchao torchvision torchaudio==2.11.0+xpu --index-url https://download.pytorch.org/whl/xpu
+pip3 install torch==2.12.0+xpu torchao==0.17.0+xpu torchvision==0.27.0+xpu torchaudio==2.11.0+xpu --index-url https://download.pytorch.org/whl/xpu
 pip3 install xgrammar --no-deps # xgrammar will introduce CUDA-enabled triton which might conflict with XPU
 pip3 install apache-tvm-ffi # xgrammar requires apache-tvm-ffi
 
@@ -68,8 +68,6 @@ cp pyproject_xpu.toml pyproject.toml
 # Install SGLang dependent libs, and build SGLang main package
 pip install --upgrade pip setuptools
 pip install -v . --extra-index-url https://download.pytorch.org/whl/xpu
-# Using this version of triton-xpu to avoid a bug in the version shipped with torch 2.11.0+xpu
-pip install triton-xpu==3.7.1 --index-url https://download.pytorch.org/whl/xpu --force-reinstall
 ```
 
 ### Install Using Docker
diff --git a/python/pyproject_xpu.toml b/python/pyproject_xpu.toml
index 837b390d3..cebd070ae 100644
--- a/python/pyproject_xpu.toml
+++ b/python/pyproject_xpu.toml
@@ -15,11 +15,11 @@ classifiers = [
 ]
 
 dependencies = [
-  "torch==2.11.0+xpu",
-  "torchcodec==0.11.0 ; sys_platform != 'linux' or (sys_platform == 'linux' and platform_machine != 'aarch64' and platform_machine != 'arm64' and platform_machine != 'armv7l')", # torchcodec does not exist in those systems. torch==2.11.0 on XPU uses 0.11.0
+  "torch==2.12.0+xpu",
+  "torchcodec==0.12.0 ; sys_platform != 'linux' or (sys_platform == 'linux' and platform_machine != 'aarch64' and platform_machine != 'arm64' and platform_machine != 'armv7l')", # torch==2.12.0 on XPU uses torchcodec 0.12.0
   "av ; sys_platform == 'linux' and (platform_machine == 'aarch64' or platform_machine == 'arm64' or platform_machine == 'armv7l')",
   "torchaudio==2.11.0+xpu",
-  "torchvision",
+  "torchvision==0.27.0+xpu",
   "sgl-kernel @ git+https://github.com/sgl-project/sgl-kernel-xpu.git",
   "IPython",
   "aiohttp",
@@ -60,7 +60,7 @@ dependencies = [
   "soundfile==0.13.1",
   "tiktoken",
   "timm==1.0.16",
-  "torchao==0.9.0+xpu",
+  "torchao==0.17.0+xpu",
   "tqdm",
   "mistral_common>=1.11.0",
   "transformers==5.8.1",