diff --git a/pyproject.toml b/pyproject.toml
index 2a00d6796ee..a87736e5425 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,7 +5,7 @@ requires = [
     "ninja",
     "packaging",
     "setuptools >= 49.4.0",
-    "torch == 2.2.1",
+    "torch == 2.7.1",
     "wheel",
 ]
 build-backend = "setuptools.build_meta"
diff --git a/requirements-build.txt b/requirements-build.txt
index 2bc07fb152a..3a594aae28f 100644
--- a/requirements-build.txt
+++ b/requirements-build.txt
@@ -3,5 +3,5 @@ cmake>=3.21
 ninja
 packaging
 setuptools>=49.4.0
-torch==2.2.1
+torch==2.7.1
 wheel
diff --git a/requirements-cpu.txt b/requirements-cpu.txt
index 36d20bc9473..e7f98edd001 100644
--- a/requirements-cpu.txt
+++ b/requirements-cpu.txt
@@ -2,5 +2,5 @@
 -r requirements-common.txt
 
 # Dependencies for x86_64 CPUs
-torch == 2.2.1+cpu
+torch == 2.7.1
 triton >= 2.1.0  # FIXME(woosuk): This is a hack to avoid import error.
diff --git a/requirements-cuda.txt b/requirements-cuda.txt
index 6ee75e8139c..3be2d919b7f 100644
--- a/requirements-cuda.txt
+++ b/requirements-cuda.txt
@@ -5,6 +5,6 @@
 ray >= 2.9
 pynvml == 11.5.0
 vllm-nccl-cu12>=2.18,<2.19  # for downloading nccl library
-torch == 2.2.1
+torch == 2.7.1
 xformers == 0.0.25  # Requires PyTorch 2.2.1
 triton >= 2.1.0