diff --git a/.github/checkgroup.yml b/.github/checkgroup.yml
index 3687bec01f..8e92842b48 100644
--- a/.github/checkgroup.yml
+++ b/.github/checkgroup.yml
@@ -40,9 +40,9 @@ subprojects:
       - "pl-cpu (macOS-14, pytorch, 3.9, 2.1)"
       - "pl-cpu (ubuntu-20.04, pytorch, 3.9, 2.1)"
       - "pl-cpu (windows-2022, pytorch, 3.9, 2.1)"
-      - "pl-cpu (macOS-14, pytorch, 3.10, 2.1)"
-      - "pl-cpu (ubuntu-22.04, pytorch, 3.10, 2.1)"
-      - "pl-cpu (windows-2022, pytorch, 3.10, 2.1)"
+      - "pl-cpu (macOS-14, pytorch, 3.12, 2.5.1)"
+      - "pl-cpu (ubuntu-22.04, pytorch, 3.12, 2.5.1)"
+      - "pl-cpu (windows-2022, pytorch, 3.12, 2.5.1)"
 
   - id: "pytorch_lightning: Azure GPU"
     paths:
@@ -192,9 +192,9 @@ subprojects:
       - "fabric-cpu (macOS-14, fabric, 3.9, 2.1)"
       - "fabric-cpu (ubuntu-20.04, fabric, 3.9, 2.1)"
       - "fabric-cpu (windows-2022, fabric, 3.9, 2.1)"
-      - "fabric-cpu (macOS-14, fabric, 3.10, 2.1)"
-      - "fabric-cpu (ubuntu-22.04, fabric, 3.10, 2.1)"
-      - "fabric-cpu (windows-2022, fabric, 3.10, 2.1)"
+      - "fabric-cpu (macOS-14, fabric, 3.12, 2.5.1)"
+      - "fabric-cpu (ubuntu-22.04, fabric, 3.12, 2.5.1)"
+      - "fabric-cpu (windows-2022, fabric, 3.12, 2.5.1)"
 
   - id: "lightning_fabric: Azure GPU"
     paths:
diff --git a/.github/workflows/ci-tests-fabric.yml b/.github/workflows/ci-tests-fabric.yml
index cc150c79b5..454a39ffe6 100644
--- a/.github/workflows/ci-tests-fabric.yml
+++ b/.github/workflows/ci-tests-fabric.yml
@@ -56,9 +56,9 @@ jobs:
           - { os: "ubuntu-22.04", pkg-name: "lightning", python-version: "3.12", pytorch-version: "2.5.1" }
           - { os: "windows-2022", pkg-name: "lightning", python-version: "3.12", pytorch-version: "2.5.1" }
           # only run PyTorch latest with Python latest, use Fabric scope to limit dependency issues
-          - { os: "macOS-14", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.1" }
-          - { os: "ubuntu-22.04", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.1" }
-          - { os: "windows-2022", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.1" }
+          - { os: "macOS-14", pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.5.1" }
+          - { os: "ubuntu-22.04", pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.5.1" }
+          - { os: "windows-2022", pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.5.1" }
           # "oldest" versions tests, only on minimum Python
           - { os: "macOS-14", pkg-name: "lightning", python-version: "3.9", pytorch-version: "2.1", requires: "oldest" }
           - {
diff --git a/.github/workflows/ci-tests-pytorch.yml b/.github/workflows/ci-tests-pytorch.yml
index fab2739c4a..f2f44219a8 100644
--- a/.github/workflows/ci-tests-pytorch.yml
+++ b/.github/workflows/ci-tests-pytorch.yml
@@ -60,9 +60,9 @@ jobs:
           - { os: "ubuntu-22.04", pkg-name: "lightning", python-version: "3.12", pytorch-version: "2.5.1" }
           - { os: "windows-2022", pkg-name: "lightning", python-version: "3.12", pytorch-version: "2.5.1" }
           # only run PyTorch latest with Python latest, use PyTorch scope to limit dependency issues
-          - { os: "macOS-14", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.1" }
-          - { os: "ubuntu-22.04", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.1" }
-          - { os: "windows-2022", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.1" }
+          - { os: "macOS-14", pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.5.1" }
+          - { os: "ubuntu-22.04", pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.5.1" }
+          - { os: "windows-2022", pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.5.1" }
           # "oldest" versions tests, only on minimum Python
           - { os: "macOS-14", pkg-name: "lightning", python-version: "3.9", pytorch-version: "2.1", requires: "oldest" }
           - {