diff --git a/pyproject.toml b/pyproject.toml
index 1c03e9e17be5..49daf0a2495d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,7 +6,7 @@ requires = [
     "packaging",
     "setuptools>=61",
     "setuptools-scm>=8.0",
-    "torch == 2.5.1",
+    "torch == 2.8.0.dev20250419",
     "wheel",
     "jinja2",
 ]
diff --git a/requirements-build.txt b/requirements-build.txt
index fec01caaf25e..35600e14368f 100644
--- a/requirements-build.txt
+++ b/requirements-build.txt
@@ -4,6 +4,6 @@ ninja
 packaging
 setuptools>=61
 setuptools-scm>=8
-torch==2.5.1
+torch==2.8.0.dev20250419
 wheel
 jinja2
diff --git a/requirements-cpu.txt b/requirements-cpu.txt
index 9491e27d1270..9d08054a2a19 100644
--- a/requirements-cpu.txt
+++ b/requirements-cpu.txt
@@ -4,7 +4,7 @@
 # Dependencies for CPUs
 torch==2.5.1+cpu; platform_machine != "ppc64le" and platform_machine != "aarch64" and platform_system != "Darwin" and platform_machine != "s390x"
 torch==2.5.1; platform_machine == "ppc64le" or platform_machine == "aarch64" or platform_system == "Darwin"
-torch==2.7.0.dev20250304; platform_machine == "s390x"
+torch==2.8.0.dev20250419; platform_machine == "s390x"
 
 # required for the image processor of minicpm-o-2_6, this must be updated alongside torch
 torchaudio; platform_machine != "ppc64le" and platform_machine != "s390x"
diff --git a/requirements-cuda.txt b/requirements-cuda.txt
index 55c47eb48177..36c4c9cffa64 100644
--- a/requirements-cuda.txt
+++ b/requirements-cuda.txt
@@ -5,7 +5,7 @@ numba == 0.60.0 # v0.61 doesn't support Python 3.9. Required for N-gram speculat
 
 # Dependencies for NVIDIA GPUs
 ray[adag] == 2.40.0 # Required for pipeline parallelism in V1.
-torch == 2.5.1
+torch == 2.8.0.dev20250419
 torchaudio==2.5.1
 # These must be updated alongside torch
 torchvision == 0.20.1 # Required for phi3v processor. See https://github.com/pytorch/vision?tab=readme-ov-file#installation for corresponding version
diff --git a/requirements-openvino.txt b/requirements-openvino.txt
index ac9d851d661b..d7b942b08057 100644
--- a/requirements-openvino.txt
+++ b/requirements-openvino.txt
@@ -1,7 +1,7 @@
 # Common dependencies
 -r requirements-common.txt
 
-torch == 2.5.1 #  should be aligned with "common" vLLM torch version
+torch == 2.8.0.dev20250419 #  should be aligned with "common" vLLM torch version
 openvino >= 2024.4.0 # since 2024.4.0 both CPU and GPU support Paged Attention
 
 optimum @ git+https://github.com/huggingface/optimum.git # latest optimum is used to support latest transformers version
diff --git a/requirements-rocm-build.txt b/requirements-rocm-build.txt
index 00ae0340fc52..b95475058173 100644
--- a/requirements-rocm-build.txt
+++ b/requirements-rocm-build.txt
@@ -2,7 +2,7 @@
 -r requirements-common.txt
 
 --extra-index-url https://download.pytorch.org/whl/rocm6.2
-torch==2.5.1
+torch==2.8.0.dev20250419
 torchvision==0.20.1
 torchaudio==2.5.1
 
diff --git a/requirements-test.in b/requirements-test.in
index 53c531360d87..19785e30e8ab 100644
--- a/requirements-test.in
+++ b/requirements-test.in
@@ -21,7 +21,7 @@ sentence-transformers # required for embedding tests
 soundfile # required for audio tests
 jiwer # required for audio tests
 timm # required for internvl test
-torch==2.5.1
+torch==2.8.0.dev20250419
 torchaudio==2.5.1
 transformers_stream_generator # required for qwen-vl test
 matplotlib # required for qwen-vl test
diff --git a/requirements-tpu.txt b/requirements-tpu.txt
index 1abde714af7c..84fb05670e43 100644
--- a/requirements-tpu.txt
+++ b/requirements-tpu.txt
@@ -17,7 +17,7 @@ ray[default]
 --find-links https://storage.googleapis.com/libtpu-releases/index.html
 --find-links https://storage.googleapis.com/jax-releases/jax_nightly_releases.html
 --find-links https://storage.googleapis.com/jax-releases/jaxlib_nightly_releases.html
-torch==2.6.0.dev20241216+cpu
+torch==2.8.0.dev20250419
 torch_xla[tpu, pallas] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.7.0.dev20250124-cp39-cp39-linux_x86_64.whl ; python_version == "3.9"
 torch_xla[tpu, pallas] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.7.0.dev20250124-cp310-cp310-linux_x86_64.whl ; python_version == "3.10"
 torch_xla[tpu, pallas] @ https://storage.googleapis.com/pytorch-xla-releases/wheels/tpuvm/torch_xla-2.7.0.dev20250124-cp311-cp311-linux_x86_64.whl ; python_version == "3.11"