Migrate the CI runners to the new clusters (#33849)

* try fixing push-ci

* move to new runners

* move benchmark.yml to new runners

* move doctest_job.yml to new runners

* move doctests.yml to new runners

* move push-important-models.yml to new runners

* move self-pr-slow-ci.yml to new runners

* fix typo

Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

* fix working directory

Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

* fix working directory

Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

* improve code

Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

---------

Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

.github/workflows/doctests.yml

@@ -14,7 +14,8 @@ env:
 jobs:
   setup:
     name: Setup
-    runs-on: [single-gpu, nvidia-gpu, t4, ci]
+    runs-on: 
+      group: aws-g4dn-2xlarge-cache
     container:
       image: huggingface/transformers-all-latest-gpu
       options: --gpus 0 --shm-size "16gb" --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
@@ -85,4 +86,4 @@ jobs:
         uses: actions/upload-artifact@v4
         with:
           name: doc_test_results
-          path: doc_test_results
+          path: doc_test_results