diff --git a/.github/workflows/ci-tests-fabric.yml b/.github/workflows/ci-tests-fabric.yml
index ee1d28e960b07..d0300b766ffe2 100644
--- a/.github/workflows/ci-tests-fabric.yml
+++ b/.github/workflows/ci-tests-fabric.yml
@@ -52,6 +52,7 @@ jobs:
           - { pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.7" }
           - { pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.8" }
           - { pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.9" }
+          - { pkg-name: "fabric", python-version: "3.13", pytorch-version: "2.8" }
 
           # Test minimum supported versions (oldest)
           - { pkg-name: "fabric", pytorch-version: "2.1", requires: "oldest" }
diff --git a/.github/workflows/ci-tests-pytorch.yml b/.github/workflows/ci-tests-pytorch.yml
index 21a3c331898df..2fb0db7501f8f 100644
--- a/.github/workflows/ci-tests-pytorch.yml
+++ b/.github/workflows/ci-tests-pytorch.yml
@@ -56,6 +56,7 @@ jobs:
           - { pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.7" }
           - { pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.8" }
           - { pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.9" }
+          - { pkg-name: "pytorch", python-version: "3.13", pytorch-version: "2.8" }
 
           # Test minimum supported versions (oldest)
           - { pkg-name: "pytorch", pytorch-version: "2.1", requires: "oldest" }
diff --git a/pyproject.toml b/pyproject.toml
index 078738d21111d..fffcca54dcf41 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -173,6 +173,7 @@ filterwarnings = [
     "error::FutureWarning",
     "ignore::FutureWarning:onnxscript", # Temporary ignore until onnxscript is updated
     "ignore:You are using `torch.load` with `weights_only=False`.*:FutureWarning",
+    "ignore::FutureWarning:torch.distributed.algorithms.ddp_comm_hooks",
 ]
 xfail_strict = true
 junit_duration_report = "call"
diff --git a/requirements/fabric/test.txt b/requirements/fabric/test.txt
index ed72f25dd3257..7ac245798d345 100644
--- a/requirements/fabric/test.txt
+++ b/requirements/fabric/test.txt
@@ -1,6 +1,7 @@
 coverage ==7.11.0; python_version >= "3.10"
 coverage ==7.10.7; python_version < "3.10"
-numpy >=1.21.0, <1.27.0
+numpy >1.21.0, <1.27.0; python_version < "3.12"
+numpy >2.1.0, <2.3.5; python_version >= "3.12"
 pytest ==8.4.2
 pytest-cov ==7.0.0
 pytest-timeout ==2.4.0
diff --git a/requirements/pytorch/test.txt b/requirements/pytorch/test.txt
index 9a315c25bfa21..431f830e4e4f1 100644
--- a/requirements/pytorch/test.txt
+++ b/requirements/pytorch/test.txt
@@ -10,7 +10,8 @@ pytest-random-order ==1.2.0
 # needed in tests
 cloudpickle >=1.3, <3.2.0
 scikit-learn >0.22.1, <1.8.0
-numpy >1.20.0, <1.27.0
+numpy >1.21.0, <1.27.0; python_version < "3.12"
+numpy >2.1.0, <2.3.5; python_version >= "3.12"
 onnx >1.12.0, <1.20.0
 onnxruntime >=1.12.0, <1.24.0
 onnxscript >= 0.1.0, < 0.6.0