diff --git a/CMakeLists.txt b/CMakeLists.txt
index 513f4a87f..edc64f877 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -45,7 +45,7 @@ set(HIP_SUPPORTED_ARCHS "gfx906;gfx908;gfx90a;gfx942;gfx950;gfx1030;gfx1100;gfx1
 # requirements.txt files and should be kept consistent.  The ROCm torch
 # versions are derived from docker/Dockerfile.rocm
 #
-set(TORCH_SUPPORTED_VERSION_CUDA "2.7.0")
+set(TORCH_SUPPORTED_VERSION_CUDA "2.7.1")
 set(TORCH_SUPPORTED_VERSION_ROCM "2.7.0")
 
 #
diff --git a/pyproject.toml b/pyproject.toml
index 65ba0b4d8..85a112ff5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,7 +6,7 @@ requires = [
     "packaging>=24.2",
     "setuptools>=77.0.3,<80.0.0",
     "setuptools-scm>=8.0",
-    "torch == 2.7.0",
+    "torch == 2.7.1",
     "wheel",
     "jinja2",
 ]
diff --git a/requirements/build.txt b/requirements/build.txt
index 528cd3b53..dd644d621 100644
--- a/requirements/build.txt
+++ b/requirements/build.txt
@@ -4,7 +4,7 @@ ninja
 packaging>=24.2
 setuptools>=77.0.3,<80.0.0
 setuptools-scm>=8
-torch==2.7.0
+torch==2.7.1
 wheel
 jinja2>=3.1.6
 regex
diff --git a/requirements/cuda.txt b/requirements/cuda.txt
index a71d9728f..c1273b224 100644
--- a/requirements/cuda.txt
+++ b/requirements/cuda.txt
@@ -6,9 +6,9 @@ numba == 0.61.2; python_version > '3.9'
 
 # Dependencies for NVIDIA GPUs
 ray[cgraph]>=2.43.0, !=2.44.* # Ray Compiled Graph, required for pipeline parallelism in V1.
-torch==2.7.0
-torchaudio==2.7.0
+torch==2.7.1
+torchaudio==2.7.1
 # These must be updated alongside torch
-torchvision==0.22.0 # Required for phi3v processor. See https://github.com/pytorch/vision?tab=readme-ov-file#installation for corresponding version
-# https://github.com/facebookresearch/xformers/releases/tag/v0.0.30
-xformers==0.0.30; platform_system == 'Linux' and platform_machine == 'x86_64'  # Requires PyTorch >= 2.7
+torchvision==0.22.1 # Required for phi3v processor. See https://github.com/pytorch/vision?tab=readme-ov-file#installation for corresponding version
+# https://github.com/facebookresearch/xformers/releases/tag/v0.0.31
+xformers==0.0.31; platform_system == 'Linux' and platform_machine == 'x86_64'  # Requires PyTorch >= 2.7
diff --git a/requirements/test.in b/requirements/test.in
index e8537d10f..e8715afaf 100644
--- a/requirements/test.in
+++ b/requirements/test.in
@@ -22,9 +22,9 @@ sentence-transformers # required for embedding tests
 soundfile # required for audio tests
 jiwer # required for audio tests
 timm # required for internvl test
-torch==2.7.0
-torchaudio==2.7.0
-torchvision==0.22.0
+torch==2.7.1
+torchaudio==2.7.1
+torchvision==0.22.1
 transformers_stream_generator # required for qwen-vl test
 mamba_ssm # required for plamo2 test
 matplotlib # required for qwen-vl test
diff --git a/requirements/test.txt b/requirements/test.txt
index 84303b831..90d8f8ff0 100644
--- a/requirements/test.txt
+++ b/requirements/test.txt
@@ -762,7 +762,7 @@ tomli==2.2.1
     # via schemathesis
 tomli-w==1.2.0
     # via schemathesis
-torch==2.7.0+cu128
+torch==2.7.1+cu128
     # via
     #   -r requirements/test.in
     #   accelerate
@@ -781,12 +781,12 @@ torch==2.7.0+cu128
     #   torchvision
     #   vector-quantize-pytorch
     #   vocos
-torchaudio==2.7.0+cu128
+torchaudio==2.7.1+cu128
     # via
     #   -r requirements/test.in
     #   encodec
     #   vocos
-torchvision==0.22.0+cu128
+torchvision==0.22.1+cu128
     # via
     #   -r requirements/test.in
     #   timm
@@ -816,7 +816,7 @@ transformers==4.53.2
     #   transformers-stream-generator
 transformers-stream-generator==0.0.5
     # via -r requirements/test.in
-triton==3.3.0
+triton==3.3.1
     # via torch
 tritonclient==2.51.0
     # via
diff --git a/tests/entrypoints/openai/test_vision.py b/tests/entrypoints/openai/test_vision.py
index fd613842f..b6f1d6480 100644
--- a/tests/entrypoints/openai/test_vision.py
+++ b/tests/entrypoints/openai/test_vision.py
@@ -36,11 +36,11 @@ EXPECTED_MM_BEAM_SEARCH_RES = [
     ],
     [
         "The image shows a Venn diagram with three over",
-        "This image shows a Venn diagram with three over",
+        "The image shows a Venn diagram with three intersect",
     ],
     [
         "This image displays a gradient of colors ranging from",
-        "This image displays a gradient of colors transitioning from",
+        "The image displays a gradient of colors ranging from",
     ],
 ]