diff --git a/.github/workflows/_test_backend.yml b/.github/workflows/_test_backend.yml
index 1cd4cd30a00..6323c007f4a 100644
--- a/.github/workflows/_test_backend.yml
+++ b/.github/workflows/_test_backend.yml
@@ -51,7 +51,7 @@ jobs:
         flow: ${{ fromJSON(inputs.flows) }}
         suite: [models, operators]
 
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     with:
       ref: ${{ inputs.ref }}
       runner: ${{ inputs.runner-linux }}
@@ -127,7 +127,7 @@ jobs:
         flow: ${{ fromJSON(inputs.flows) }}
         suite: [models, operators]
 
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     with:
       default-packages: ""
       ref: ${{ inputs.ref }}
diff --git a/.github/workflows/_test_cortex_m_e2e.yml b/.github/workflows/_test_cortex_m_e2e.yml
index 829a3ad0b02..6b0398ca998 100644
--- a/.github/workflows/_test_cortex_m_e2e.yml
+++ b/.github/workflows/_test_cortex_m_e2e.yml
@@ -19,7 +19,7 @@ on:
 
 jobs:
   run:
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     strategy:
       matrix:
         model: ${{ fromJSON(inputs.models) }}
diff --git a/.github/workflows/_unittest.yml b/.github/workflows/_unittest.yml
index 7aef9c709ce..15c87bd79e4 100644
--- a/.github/workflows/_unittest.yml
+++ b/.github/workflows/_unittest.yml
@@ -27,7 +27,7 @@ on:
 
 jobs:
   linux:
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -42,7 +42,7 @@ jobs:
         .ci/scripts/unittest-linux.sh --build-tool "${{ inputs.build-tool }}" --build-mode "${{ inputs.build-mode }}" --editable "${{ inputs.editable }}"
 
   macos:
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     with:
       default-packages: ""
       runner: macos-m1-stable
@@ -57,7 +57,7 @@ jobs:
 
   windows:
     if: ${{ inputs.build-tool == 'cmake' }}
-    uses: pytorch/test-infra/.github/workflows/windows_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/windows_job.yml@main
     with:
       ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
       timeout: 120
diff --git a/.github/workflows/apple.yml b/.github/workflows/apple.yml
index 0927ed5c007..3c2692e2de7 100644
--- a/.github/workflows/apple.yml
+++ b/.github/workflows/apple.yml
@@ -85,7 +85,7 @@ jobs:
     name: build-demo-ios
     # NB: Don't run this on fork PRs because they won't have access to the secret and would fail anyway
     if: ${{ !github.event.pull_request.head.repo.fork }}
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     secrets: inherit
     with:
       default-packages: ""
@@ -156,7 +156,7 @@ jobs:
     permissions:
       id-token: write
       contents: read
-    uses: pytorch/test-infra/.github/workflows/mobile_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/mobile_job.yml@main
     with:
       device-type: ios
       # For iOS testing, the runner just needs to call AWS Device Farm, so there is no need to run this on macOS
@@ -175,7 +175,7 @@ jobs:
   build-frameworks-ios:
     name: build-frameworks-ios
     needs: set-version
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     with:
       default-packages: ""
       runner: macos-14-xlarge
@@ -315,7 +315,7 @@ jobs:
     name: build-benchmark-app
     # NB: Don't run this on fork PRs because they won't have access to the secret and would fail anyway
     if: ${{ !github.event.pull_request.head.repo.fork }}
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     secrets: inherit
     with:
       default-packages: ""
diff --git a/.github/workflows/build-presets.yml b/.github/workflows/build-presets.yml
index 1220634f0fd..37854aed174 100644
--- a/.github/workflows/build-presets.yml
+++ b/.github/workflows/build-presets.yml
@@ -14,7 +14,7 @@ concurrency:
 
 jobs:
   apple:
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     strategy:
       fail-fast: false
       matrix:
@@ -34,7 +34,7 @@ jobs:
         ${CONDA_RUN} cmake --build cmake-out -j$(( $(sysctl -n hw.ncpu) - 1 ))
 
   zephyr:
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     strategy:
       fail-fast: false
       matrix:
@@ -73,7 +73,7 @@ jobs:
         cmake --preset ${{ matrix.preset }}
         cmake --build cmake-out -j$(( $(nproc) - 1 ))
   linux:
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     strategy:
       fail-fast: false
       matrix:
@@ -106,7 +106,7 @@ jobs:
         cmake --build cmake-out -j$(( $(nproc) - 1 ))
 
   windows:
-    uses: pytorch/test-infra/.github/workflows/windows_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/windows_job.yml@main
     strategy:
       fail-fast: false
       matrix:
diff --git a/.github/workflows/metal.yml b/.github/workflows/metal.yml
index f0dafe0a87a..7230f6660e6 100644
--- a/.github/workflows/metal.yml
+++ b/.github/workflows/metal.yml
@@ -23,7 +23,7 @@ concurrency:
 jobs:
   test-metal-builds:
     name: test-executorch-metal-build
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     with:
       default-packages: ""
       runner: macos-m2-stable
@@ -40,7 +40,7 @@ jobs:
 
   test-metal-modules:
     name: test-metal-backend-modules
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     with:
       default-packages: ""
       runner: macos-m2-stable
@@ -65,7 +65,7 @@ jobs:
 
   test-metal-qwen35-moe-tiny:
     name: test-metal-qwen35-moe-tiny
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     with:
       default-packages: ""
       runner: macos-m2-stable
@@ -164,7 +164,7 @@ jobs:
     name: export-model-metal-artifact
     # Skip this job if the pull request is from a fork (HuggingFace secrets are not available)
     if: github.event.pull_request.head.repo.full_name == github.repository || github.event_name != 'pull_request'
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     secrets: inherit
     strategy:
       fail-fast: false
@@ -235,7 +235,7 @@ jobs:
   test-model-metal-e2e:
     name: test-model-metal-e2e
     needs: export-model-metal-artifact
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     strategy:
       fail-fast: false
       matrix:
diff --git a/.github/workflows/pull.yml b/.github/workflows/pull.yml
index 2e2db5b8d6c..c2787681d4e 100644
--- a/.github/workflows/pull.yml
+++ b/.github/workflows/pull.yml
@@ -23,7 +23,7 @@ jobs:
 
   test-qnn-wheel-packages-linux:
     name: test-qnn-wheel-packages-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -50,7 +50,7 @@ jobs:
 
   test-setup-linux-gcc:
     name: test-setup-linux-gcc
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -75,7 +75,7 @@ jobs:
 
   test-models-linux-basic:
     name: test-models-linux-basic
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -119,7 +119,7 @@ jobs:
 
   test-models-linux:
     name: test-models-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -172,7 +172,7 @@ jobs:
 
   test-parakeet-xnnpack-linux:
     name: test-parakeet-xnnpack-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -205,7 +205,7 @@ jobs:
 
   test-voxtral-realtime-xnnpack-linux:
     name: test-voxtral-realtime-xnnpack-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -242,7 +242,7 @@ jobs:
   test-llama-runner-linux:
     # Test Both linux x86 and linux aarch64
     name: test-llama-runner-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -292,7 +292,7 @@ jobs:
 
   test-llama-runner-linux-android:
     name: test-llama-runner-linux-android
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -317,7 +317,7 @@ jobs:
 
   test-custom-ops-linux:
     name: test-custom-ops-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -341,7 +341,7 @@ jobs:
 
   test-selective-build-linux:
     name: test-selective-build-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -366,7 +366,7 @@ jobs:
   test-multimodal-linux:
     if: ${{ !github.event.pull_request.head.repo.fork }}
     name: test-multimodal-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -404,7 +404,7 @@ jobs:
 
   test-moshi-linux:
     name: test-moshi-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -436,7 +436,7 @@ jobs:
 
   test-quantized-aot-lib-linux:
     name: test-quantized-aot-lib-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -459,7 +459,7 @@ jobs:
 
   test-binary-size-linux-gcc:
     name: test-binary-size-linux-gcc
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -494,7 +494,7 @@ jobs:
 
   test-binary-size-linux:
     name: test-binary-size-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -530,7 +530,7 @@ jobs:
 
   test-arm-cortex-m-size-test:
     name: test-arm-cortex-m-size-test
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -615,7 +615,7 @@ jobs:
 
   test-mcu-cortex-m-backend:
     name: test-mcu-cortex-m-backend
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -682,7 +682,7 @@ jobs:
 
   test-qnn-buck-build-linux:
     name: test-qnn-buck-build-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -716,7 +716,7 @@ jobs:
 
   test-arm-backend-no-driver:
     name: test-arm-backend-no-driver
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -751,7 +751,7 @@ jobs:
 
   test-llama-runner-qnn-linux:
     name: test-llama-runner-qnn-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -790,7 +790,7 @@ jobs:
 
   test-static-llama-qnn-linux:
     name: test-static-llama-qnn-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -824,7 +824,7 @@ jobs:
 
   test-sqnr-static-llm-qnn-linux:
     name: test-sqnr-static-llm-qnn-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -858,7 +858,7 @@ jobs:
 
   test-qnn-models-linux:
     name: test-qnn-models-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -897,7 +897,7 @@ jobs:
 
   test-qnn-passes-linux:
     name: test-qnn-passes-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -931,7 +931,7 @@ jobs:
 
   test-qnn-delegate-linux:
     name: test-qnn-delegate-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -969,7 +969,7 @@ jobs:
 
   test-phi-3-mini-runner-linux:
     name: test-phi-3-mini-runner-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -999,7 +999,7 @@ jobs:
 
   test-qnn-python-imports-linux:
     name: test-qnn-python-imports-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1047,7 +1047,7 @@ jobs:
 
   test-eval_llama-wikitext-linux:
     name: test-eval_llama-wikitext-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1075,7 +1075,7 @@ jobs:
   # TODO(larryliu0820): Fix this issue before reenabling it: https://gist.github.com/larryliu0820/7377ecd0d79dbc06076cec8d9f2b85d2
   # test-eval_llama-mmlu-linux:
   #   name: test-eval_llama-mmlu-linux
-  #   uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+  #   uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
   #   permissions:
   #     id-token: write
   #     contents: read
@@ -1102,7 +1102,7 @@ jobs:
 
   test-llama_runner_eager-linux:
     name: test-llama_runner_eager-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1129,7 +1129,7 @@ jobs:
 
   test-lora-linux:
     name: test-lora-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1156,7 +1156,7 @@ jobs:
 
   test-lora-multimethod-linux:
     name: test-lora-multimethod-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1183,7 +1183,7 @@ jobs:
 
   test-mediatek-models-linux:
     name: test-mediatek-models-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1210,7 +1210,7 @@ jobs:
 
   test-openvino-linux:
     name: test-openvino-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1232,7 +1232,7 @@ jobs:
 
   test-build-wasm-linux:
     name: test-build-wasm-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1260,7 +1260,7 @@ jobs:
 
   unittest-wasm-bindings:
     name: unittest-wasm-bindings
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1305,7 +1305,7 @@ jobs:
         pnpm test
 
   unittest-nxp-neutron:
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1352,7 +1352,7 @@ jobs:
     name: test-samsung-quantmodels-linux
     # Skip this job if the pull request is from a fork (secrets are not available)
     if: github.event.pull_request.head.repo.full_name == github.repository || github.event_name != 'pull_request'
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1390,7 +1390,7 @@ jobs:
     name: test-samsung-models-linux
     # Skip this job if the pull request is from a fork (secrets are not available)
     if: github.event.pull_request.head.repo.full_name == github.repository || github.event_name != 'pull_request'
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1428,7 +1428,7 @@ jobs:
 
   test-vulkan-models-linux:
     name: test-vulkan-models-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1469,7 +1469,7 @@ jobs:
 
   test-vulkan-operators-linux:
     name: test-vulkan-operators-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1529,7 +1529,7 @@ jobs:
       contains(needs.changed-files.outputs.changed-files, 'install_requirements.sh') ||
       contains(needs.changed-files.outputs.changed-files, '.github/workflows/pull.yml')
     name: test-coreml-bc-macos (${{ matrix.runner }})
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1561,7 +1561,7 @@ jobs:
 
   nxp-build-test:
     name: nxp-build-test
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
diff --git a/.github/workflows/trunk.yml b/.github/workflows/trunk.yml
index 1a6dbd9a6f0..5a6720cdfad 100644
--- a/.github/workflows/trunk.yml
+++ b/.github/workflows/trunk.yml
@@ -27,7 +27,7 @@ jobs:
 
   test-models-macos-cpu:
     name: test-models-macos-cpu
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     strategy:
       matrix:
         # Mac runners are expensive and limited, and non reliable.
@@ -65,7 +65,7 @@ jobs:
 
   test-arm-backend-zephyr:
     name: test-arm-backend-zephyr
-    uses: pytorch/test-infra/.github/workflows/linux_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
     strategy:
       matrix:
         include:
@@ -96,7 +96,7 @@ jobs:
 
   test-models-linux-aarch64:
     name: test-models-linux-aarch64
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -146,7 +146,7 @@ jobs:
 
   test-custom-ops-macos:
     name: test-custom-ops-macos
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     strategy:
       matrix:
         include:
@@ -169,7 +169,7 @@ jobs:
 
   test-selective-build-macos:
     name: test-selective-build-macos
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     strategy:
       matrix:
         include:
@@ -192,7 +192,7 @@ jobs:
 
   test-demo-backend-delegation:
     name: test-demo-backend-delegation
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -219,7 +219,7 @@ jobs:
 
   test-arm-backend-ethos-u:
     name: test-arm-backend-ethos-u
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -270,7 +270,7 @@ jobs:
 
   test-arm-backend-vkml:
     name: test-arm-backend-vkml
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -318,7 +318,7 @@ jobs:
       contains(needs.changed-files.outputs.changed-files, '.ci/scripts/setup-conda.sh') ||
       contains(needs.changed-files.outputs.changed-files, '.github/workflows/trunk.yml')
     name: test-coreml-delegate
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     with:
       default-packages: ""
       runner: macos-14-xlarge
@@ -348,7 +348,7 @@ jobs:
       contains(needs.changed-files.outputs.changed-files, '.ci/scripts/utils.sh') ||
       contains(needs.changed-files.outputs.changed-files, '.github/workflows/trunk.yml')
     name: test-static-llama-ane
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     with:
       default-packages: ""
       runner: macos-m1-stable
@@ -371,7 +371,7 @@ jobs:
 
   test-llama-torchao-lowbit:
     name: test-llama-torchao-lowbit
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     with:
       default-packages: ""
       runner: macos-m1-stable
@@ -393,7 +393,7 @@ jobs:
   test-llama-runner-linux:
     # Test Both linux x86 and linux aarch64
     name: test-llama-runner-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -468,7 +468,7 @@ jobs:
       contains(needs.changed-files.outputs.changed-files, '.ci/scripts/setup-macos.sh') ||
       contains(needs.changed-files.outputs.changed-files, '.github/workflows/trunk.yml')
     name: test-llama-runner-mac
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     strategy:
       matrix:
         dtype: [fp32]
@@ -504,7 +504,7 @@ jobs:
 
   test-torchao-huggingface-checkpoints:
     name: test-torchao-huggingface-checkpoints
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -552,7 +552,7 @@ jobs:
   test-multimodal-macos:
     if: ${{ !github.event.pull_request.head.repo.fork }}
     name: test-multimodal-macos
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     permissions:
       id-token: write
       contents: read
@@ -592,7 +592,7 @@ jobs:
 
   test-qnn-model:
     name: test-qnn-model
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -618,7 +618,7 @@ jobs:
 
   test-qnn-optimum-model:
     name: test-qnn-optimum-model
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -653,7 +653,7 @@ jobs:
       contains(needs.changed-files.outputs.changed-files, '.ci/scripts/setup-macos.sh') ||
       contains(needs.changed-files.outputs.changed-files, '.github/workflows/trunk.yml')
     name: test-models-macos-coreml
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     strategy:
       matrix:
         model: [dl3, edsr, efficient_sam, emformer_join, emformer_transcribe, ic3, ic4, mobilebert, mv2, mv3, resnet50, vit, w2l]
@@ -707,7 +707,7 @@ jobs:
       contains(needs.changed-files.outputs.changed-files, '.ci/scripts/setup-macos.sh') ||
       contains(needs.changed-files.outputs.changed-files, '.github/workflows/trunk.yml')
     name: test-models-macos-mps
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     strategy:
       fail-fast: false
     with:
@@ -735,7 +735,7 @@ jobs:
     # NB: Don't run this on fork PRs because they won't have access to the secret and would fail anyway
     if: ${{ !github.event.pull_request.head.repo.fork }}
     name: test-huggingface-transformers-xnnpack
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -835,7 +835,7 @@ jobs:
         contains(needs.changed-files.outputs.changed-files, '.github/workflows/trunk.yml')
       )
     name: test-huggingface-transformers-macos
-    uses: pytorch/test-infra/.github/workflows/macos_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/macos_job.yml@main
     permissions:
       id-token: write
       contents: read
@@ -898,7 +898,7 @@ jobs:
 
   test-llama-runner-qnn-linux:
     name: test-llama-runner-qnn-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -955,7 +955,7 @@ jobs:
     needs: changes # has dependency on changes jobs defined above
     if: needs.changes.outputs.qnn == 'true'
     name: test-static-llama-qnn-eval-linux
-    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
     permissions:
       id-token: write
       contents: read
@@ -1000,7 +1000,7 @@ jobs:
       docker-image: ci-image:executorch-ubuntu-22.04-clang12
 
   test-models-windows:
-    uses: pytorch/test-infra/.github/workflows/windows_job.yml@release/2.12
+    uses: pytorch/test-infra/.github/workflows/windows_job.yml@main
     strategy:
       fail-fast: false
       matrix: