diff --git a/.github/workflows/build-ci-docker-images.yml b/.github/workflows/build-ci-docker-images.yml
index fa32ff820cb..7fccf7203ea 100644
--- a/.github/workflows/build-ci-docker-images.yml
+++ b/.github/workflows/build-ci-docker-images.yml
@@ -3,7 +3,7 @@ name: Build pr ci-docker
 on:
   push:
     branches:
-      - push-ci-image # for now let's only build on this branch
+      - revert-41610-ci_crying_becausse_torchcodec
   repository_dispatch:
   workflow_call:
     inputs:
@@ -22,7 +22,6 @@ jobs:
   build:
     runs-on: ubuntu-22.04
 
-    if: ${{ contains(github.event.head_commit.message, '[build-ci-image]') || contains(github.event.head_commit.message, '[push-ci-image]') && '!cancelled()' || github.event_name == 'schedule' }}
 
     strategy:
       matrix:
@@ -32,14 +31,7 @@ jobs:
     steps:
       -
         name: Set tag
-        run: |
-              if ${{contains(github.event.head_commit.message, '[build-ci-image]')}}; then
-                  echo "TAG=huggingface/transformers-${{ matrix.file }}:dev" >> "$GITHUB_ENV"
-                  echo "setting it to DEV!"
-              else
-                  echo "TAG=huggingface/transformers-${{ matrix.file }}" >> "$GITHUB_ENV"
-
-              fi
+        run: echo "TAG=huggingface/transformers-${{ matrix.file }}" >> "$GITHUB_ENV"
       -
         name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
@@ -60,18 +52,5 @@ jobs:
           build-args: |
             REF=${{ github.sha }}
           file: "./docker/${{ matrix.file }}.dockerfile"
-          push: ${{ contains(github.event.head_commit.message, 'ci-image]') ||  github.event_name == 'schedule' }}
+          push: true
           tags: ${{ env.TAG }}
-
-  notify:
-    runs-on: ubuntu-22.04
-    if: ${{ contains(github.event.head_commit.message, '[build-ci-image]') || contains(github.event.head_commit.message, '[push-ci-image]') && '!cancelled()' || github.event_name == 'schedule' }}
-    steps:
-      - name: Post to Slack
-        if: ${{ contains(github.event.head_commit.message, '[push-ci-image]') && github.event_name != 'schedule' }}
-        uses: huggingface/hf-workflows/.github/actions/post-slack@main
-        with:
-          slack_channel: "#transformers-ci-circleci-images"
-          title: 🤗 New docker images for CircleCI are pushed.
-          status: ${{ job.status }}
-          slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}