diff --git a/.github/workflows/build-docker-images.yml b/.github/workflows/build-docker-images.yml
index c21faf2d747942..8b691f9c5829bc 100644
--- a/.github/workflows/build-docker-images.yml
+++ b/.github/workflows/build-docker-images.yml
@@ -3,7 +3,7 @@ name: Build docker images (scheduled)
 on:
   push:
     branches:
-      - build_ci_docker_image*
+      - test_docker_run_quantization
   repository_dispatch:
   workflow_call:
     inputs:
@@ -18,341 +18,341 @@ concurrency:
   cancel-in-progress: false
 
 jobs:
-  latest-docker:
-    name: "Latest PyTorch + TensorFlow [dev]"
-    runs-on:
-      group: aws-general-8-plus
-    steps:
-      -
-        name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-      -
-        name: Check out code
-        uses: actions/checkout@v4
-      -
-        name: Login to DockerHub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_PASSWORD }}
-      -
-        name: Build and push
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-all-latest-gpu
-          build-args: |
-            REF=main
-          push: true
-          tags: huggingface/transformers-all-latest-gpu${{ inputs.image_postfix }}
-      # Push CI images still need to be re-built daily
-      -
-        name: Build and push (for Push CI) in a daily basis
-        # This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
-        # The later case is useful for manual image building for debugging purpose. Use another tag in this case!
-        if: inputs.image_postfix != '-push-ci'
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-all-latest-gpu
-          build-args: |
-            REF=main
-          push: true
-          tags: huggingface/transformers-all-latest-gpu-push-ci
+  # latest-docker:
+  #   name: "Latest PyTorch + TensorFlow [dev]"
+  #   runs-on:
+  #     group: aws-general-8-plus
+  #   steps:
+  #     -
+  #       name: Set up Docker Buildx
+  #       uses: docker/setup-buildx-action@v3
+  #     -
+  #       name: Check out code
+  #       uses: actions/checkout@v4
+  #     -
+  #       name: Login to DockerHub
+  #       uses: docker/login-action@v3
+  #       with:
+  #         username: ${{ secrets.DOCKERHUB_USERNAME }}
+  #         password: ${{ secrets.DOCKERHUB_PASSWORD }}
+  #     -
+  #       name: Build and push
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-all-latest-gpu
+  #         build-args: |
+  #           REF=main
+  #         push: true
+  #         tags: huggingface/transformers-all-latest-gpu${{ inputs.image_postfix }}
+  #     # Push CI images still need to be re-built daily
+  #     -
+  #       name: Build and push (for Push CI) in a daily basis
+  #       # This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
+  #       # The later case is useful for manual image building for debugging purpose. Use another tag in this case!
+  #       if: inputs.image_postfix != '-push-ci'
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-all-latest-gpu
+  #         build-args: |
+  #           REF=main
+  #         push: true
+  #         tags: huggingface/transformers-all-latest-gpu-push-ci
 
-      - name: Post to Slack
-        if: always()
-        uses: huggingface/hf-workflows/.github/actions/post-slack@main
-        with:
-          slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
-          title: 🤗 Results of the transformers-all-latest-gpu-push-ci docker build 
-          status: ${{ job.status }}
-          slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
+  #     - name: Post to Slack
+  #       if: always()
+  #       uses: huggingface/hf-workflows/.github/actions/post-slack@main
+  #       with:
+  #         slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
+  #         title: 🤗 Results of the transformers-all-latest-gpu-push-ci docker build 
+  #         status: ${{ job.status }}
+  #         slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
 
-  latest-torch-deepspeed-docker:
-    name: "Latest PyTorch + DeepSpeed"
-    runs-on:
-      group: aws-general-8-plus
-    steps:
-      -
-        name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-      -
-        name: Check out code
-        uses: actions/checkout@v4
-      -
-        name: Login to DockerHub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_PASSWORD }}
-      -
-        name: Build and push
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-pytorch-deepspeed-latest-gpu
-          build-args: |
-            REF=main
-          push: true
-          tags: huggingface/transformers-pytorch-deepspeed-latest-gpu${{ inputs.image_postfix }}
+  # latest-torch-deepspeed-docker:
+  #   name: "Latest PyTorch + DeepSpeed"
+  #   runs-on:
+  #     group: aws-general-8-plus
+  #   steps:
+  #     -
+  #       name: Set up Docker Buildx
+  #       uses: docker/setup-buildx-action@v3
+  #     -
+  #       name: Check out code
+  #       uses: actions/checkout@v4
+  #     -
+  #       name: Login to DockerHub
+  #       uses: docker/login-action@v3
+  #       with:
+  #         username: ${{ secrets.DOCKERHUB_USERNAME }}
+  #         password: ${{ secrets.DOCKERHUB_PASSWORD }}
+  #     -
+  #       name: Build and push
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-pytorch-deepspeed-latest-gpu
+  #         build-args: |
+  #           REF=main
+  #         push: true
+  #         tags: huggingface/transformers-pytorch-deepspeed-latest-gpu${{ inputs.image_postfix }}
 
-      - name: Post to Slack
-        if: always()
-        uses: huggingface/hf-workflows/.github/actions/post-slack@main
-        with:
-          slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER}}
-          title: 🤗 Results of the transformers-pytorch-deepspeed-latest-gpu docker build 
-          status: ${{ job.status }}
-          slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
+  #     - name: Post to Slack
+  #       if: always()
+  #       uses: huggingface/hf-workflows/.github/actions/post-slack@main
+  #       with:
+  #         slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER}}
+  #         title: 🤗 Results of the transformers-pytorch-deepspeed-latest-gpu docker build 
+  #         status: ${{ job.status }}
+  #         slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
 
-  # Can't build 2 images in a single job `latest-torch-deepspeed-docker` (for `nvcr.io/nvidia`)
-  latest-torch-deepspeed-docker-for-push-ci-daily-build:
-    name: "Latest PyTorch + DeepSpeed (Push CI - Daily Build)"
-    runs-on:
-      group: aws-general-8-plus
-    steps:
-      -
-        name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-      -
-        name: Check out code
-        uses: actions/checkout@v4
-      -
-        name: Login to DockerHub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_PASSWORD }}
-      # Push CI images still need to be re-built daily
-      -
-        name: Build and push (for Push CI) in a daily basis
-        # This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
-        # The later case is useful for manual image building for debugging purpose. Use another tag in this case!
-        if: inputs.image_postfix != '-push-ci'
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-pytorch-deepspeed-latest-gpu
-          build-args: |
-            REF=main
-          push: true
-          tags: huggingface/transformers-pytorch-deepspeed-latest-gpu-push-ci
+  # # Can't build 2 images in a single job `latest-torch-deepspeed-docker` (for `nvcr.io/nvidia`)
+  # latest-torch-deepspeed-docker-for-push-ci-daily-build:
+  #   name: "Latest PyTorch + DeepSpeed (Push CI - Daily Build)"
+  #   runs-on:
+  #     group: aws-general-8-plus
+  #   steps:
+  #     -
+  #       name: Set up Docker Buildx
+  #       uses: docker/setup-buildx-action@v3
+  #     -
+  #       name: Check out code
+  #       uses: actions/checkout@v4
+  #     -
+  #       name: Login to DockerHub
+  #       uses: docker/login-action@v3
+  #       with:
+  #         username: ${{ secrets.DOCKERHUB_USERNAME }}
+  #         password: ${{ secrets.DOCKERHUB_PASSWORD }}
+  #     # Push CI images still need to be re-built daily
+  #     -
+  #       name: Build and push (for Push CI) in a daily basis
+  #       # This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
+  #       # The later case is useful for manual image building for debugging purpose. Use another tag in this case!
+  #       if: inputs.image_postfix != '-push-ci'
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-pytorch-deepspeed-latest-gpu
+  #         build-args: |
+  #           REF=main
+  #         push: true
+  #         tags: huggingface/transformers-pytorch-deepspeed-latest-gpu-push-ci
 
-      - name: Post to Slack
-        if: always()
-        uses: huggingface/hf-workflows/.github/actions/post-slack@main
-        with:
-          slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
-          title: 🤗 Results of the transformers-pytorch-deepspeed-latest-gpu-push-ci docker build 
-          status: ${{ job.status }}
-          slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
+  #     - name: Post to Slack
+  #       if: always()
+  #       uses: huggingface/hf-workflows/.github/actions/post-slack@main
+  #       with:
+  #         slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
+  #         title: 🤗 Results of the transformers-pytorch-deepspeed-latest-gpu-push-ci docker build 
+  #         status: ${{ job.status }}
+  #         slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
 
-  doc-builder:
-    name: "Doc builder"
-    # Push CI doesn't need this image
-    if: inputs.image_postfix != '-push-ci'
-    runs-on:
-      group: aws-general-8-plus
-    steps:
-      -
-        name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-      -
-        name: Check out code
-        uses: actions/checkout@v4
-      -
-        name: Login to DockerHub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_PASSWORD }}
-      -
-        name: Build and push
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-doc-builder
-          push: true
-          tags: huggingface/transformers-doc-builder
+  # doc-builder:
+  #   name: "Doc builder"
+  #   # Push CI doesn't need this image
+  #   if: inputs.image_postfix != '-push-ci'
+  #   runs-on:
+  #     group: aws-general-8-plus
+  #   steps:
+  #     -
+  #       name: Set up Docker Buildx
+  #       uses: docker/setup-buildx-action@v3
+  #     -
+  #       name: Check out code
+  #       uses: actions/checkout@v4
+  #     -
+  #       name: Login to DockerHub
+  #       uses: docker/login-action@v3
+  #       with:
+  #         username: ${{ secrets.DOCKERHUB_USERNAME }}
+  #         password: ${{ secrets.DOCKERHUB_PASSWORD }}
+  #     -
+  #       name: Build and push
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-doc-builder
+  #         push: true
+  #         tags: huggingface/transformers-doc-builder
 
-      - name: Post to Slack
-        if: always()
-        uses: huggingface/hf-workflows/.github/actions/post-slack@main
-        with:
-          slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
-          title: 🤗 Results of the huggingface/transformers-doc-builder docker build 
-          status: ${{ job.status }}
-          slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
+  #     - name: Post to Slack
+  #       if: always()
+  #       uses: huggingface/hf-workflows/.github/actions/post-slack@main
+  #       with:
+  #         slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
+  #         title: 🤗 Results of the huggingface/transformers-doc-builder docker build 
+  #         status: ${{ job.status }}
+  #         slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
 
-  latest-pytorch:
-    name: "Latest PyTorch [dev]"
-    # Push CI doesn't need this image
-    if: inputs.image_postfix != '-push-ci'
-    runs-on:
-      group: aws-general-8-plus
-    steps:
-      -
-        name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-      -
-        name: Check out code
-        uses: actions/checkout@v4
-      -
-        name: Login to DockerHub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_PASSWORD }}
-      -
-        name: Build and push
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-pytorch-gpu
-          build-args: |
-            REF=main
-          push: true
-          tags: huggingface/transformers-pytorch-gpu
+  # latest-pytorch:
+  #   name: "Latest PyTorch [dev]"
+  #   # Push CI doesn't need this image
+  #   if: inputs.image_postfix != '-push-ci'
+  #   runs-on:
+  #     group: aws-general-8-plus
+  #   steps:
+  #     -
+  #       name: Set up Docker Buildx
+  #       uses: docker/setup-buildx-action@v3
+  #     -
+  #       name: Check out code
+  #       uses: actions/checkout@v4
+  #     -
+  #       name: Login to DockerHub
+  #       uses: docker/login-action@v3
+  #       with:
+  #         username: ${{ secrets.DOCKERHUB_USERNAME }}
+  #         password: ${{ secrets.DOCKERHUB_PASSWORD }}
+  #     -
+  #       name: Build and push
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-pytorch-gpu
+  #         build-args: |
+  #           REF=main
+  #         push: true
+  #         tags: huggingface/transformers-pytorch-gpu
 
-      - name: Post to Slack
-        if: always()
-        uses: huggingface/hf-workflows/.github/actions/post-slack@main
-        with:
-          slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
-          title: 🤗 Results of the huggingface/transformers-pytorch-gpudocker build 
-          status: ${{ job.status }}
-          slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
+  #     - name: Post to Slack
+  #       if: always()
+  #       uses: huggingface/hf-workflows/.github/actions/post-slack@main
+  #       with:
+  #         slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
+  #         title: 🤗 Results of the huggingface/transformers-pytorch-gpudocker build 
+  #         status: ${{ job.status }}
+  #         slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
 
-  latest-pytorch-amd:
-    name: "Latest PyTorch (AMD) [dev]"
-    runs-on:
-      group: aws-general-8-plus
-    steps:
-      - 
-        name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-      - 
-        name: Check out code
-        uses: actions/checkout@v4
-      - 
-        name: Login to DockerHub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_PASSWORD }}
-      - 
-        name: Build and push
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-pytorch-amd-gpu
-          build-args: |
-            REF=main
-          push: true
-          tags: huggingface/transformers-pytorch-amd-gpu${{ inputs.image_postfix }}
-      # Push CI images still need to be re-built daily
-      -
-        name: Build and push (for Push CI) in a daily basis
-        # This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
-        # The later case is useful for manual image building for debugging purpose. Use another tag in this case!
-        if: inputs.image_postfix != '-push-ci'
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-pytorch-amd-gpu
-          build-args: |
-            REF=main
-          push: true
-          tags: huggingface/transformers-pytorch-amd-gpu-push-ci
+  # latest-pytorch-amd:
+  #   name: "Latest PyTorch (AMD) [dev]"
+  #   runs-on:
+  #     group: aws-general-8-plus
+  #   steps:
+  #     - 
+  #       name: Set up Docker Buildx
+  #       uses: docker/setup-buildx-action@v3
+  #     - 
+  #       name: Check out code
+  #       uses: actions/checkout@v4
+  #     - 
+  #       name: Login to DockerHub
+  #       uses: docker/login-action@v3
+  #       with:
+  #         username: ${{ secrets.DOCKERHUB_USERNAME }}
+  #         password: ${{ secrets.DOCKERHUB_PASSWORD }}
+  #     - 
+  #       name: Build and push
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-pytorch-amd-gpu
+  #         build-args: |
+  #           REF=main
+  #         push: true
+  #         tags: huggingface/transformers-pytorch-amd-gpu${{ inputs.image_postfix }}
+  #     # Push CI images still need to be re-built daily
+  #     -
+  #       name: Build and push (for Push CI) in a daily basis
+  #       # This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
+  #       # The later case is useful for manual image building for debugging purpose. Use another tag in this case!
+  #       if: inputs.image_postfix != '-push-ci'
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-pytorch-amd-gpu
+  #         build-args: |
+  #           REF=main
+  #         push: true
+  #         tags: huggingface/transformers-pytorch-amd-gpu-push-ci
 
-      - name: Post to Slack
-        if: always()
-        uses: huggingface/hf-workflows/.github/actions/post-slack@main
-        with:
-          slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
-          title: 🤗 Results of the huggingface/transformers-pytorch-amd-gpu-push-ci build 
-          status: ${{ job.status }}
-          slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
+  #     - name: Post to Slack
+  #       if: always()
+  #       uses: huggingface/hf-workflows/.github/actions/post-slack@main
+  #       with:
+  #         slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
+  #         title: 🤗 Results of the huggingface/transformers-pytorch-amd-gpu-push-ci build 
+  #         status: ${{ job.status }}
+  #         slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
 
-  latest-tensorflow:
-    name: "Latest TensorFlow [dev]"
-    # Push CI doesn't need this image
-    if: inputs.image_postfix != '-push-ci'
-    runs-on:
-      group: aws-general-8-plus
-    steps:
-      -
-        name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-      -
-        name: Check out code
-        uses: actions/checkout@v4
-      -
-        name: Login to DockerHub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_PASSWORD }}
-      -
-        name: Build and push
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-tensorflow-gpu
-          build-args: |
-            REF=main
-          push: true
-          tags: huggingface/transformers-tensorflow-gpu
+  # latest-tensorflow:
+  #   name: "Latest TensorFlow [dev]"
+  #   # Push CI doesn't need this image
+  #   if: inputs.image_postfix != '-push-ci'
+  #   runs-on:
+  #     group: aws-general-8-plus
+  #   steps:
+  #     -
+  #       name: Set up Docker Buildx
+  #       uses: docker/setup-buildx-action@v3
+  #     -
+  #       name: Check out code
+  #       uses: actions/checkout@v4
+  #     -
+  #       name: Login to DockerHub
+  #       uses: docker/login-action@v3
+  #       with:
+  #         username: ${{ secrets.DOCKERHUB_USERNAME }}
+  #         password: ${{ secrets.DOCKERHUB_PASSWORD }}
+  #     -
+  #       name: Build and push
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-tensorflow-gpu
+  #         build-args: |
+  #           REF=main
+  #         push: true
+  #         tags: huggingface/transformers-tensorflow-gpu
 
-      - name: Post to Slack
-        if: always()
-        uses: huggingface/hf-workflows/.github/actions/post-slack@main
-        with:
-          slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
-          title: 🤗 Results of the huggingface/transformers-tensorflow-gpu build 
-          status: ${{ job.status }}
-          slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
+  #     - name: Post to Slack
+  #       if: always()
+  #       uses: huggingface/hf-workflows/.github/actions/post-slack@main
+  #       with:
+  #         slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
+  #         title: 🤗 Results of the huggingface/transformers-tensorflow-gpu build 
+  #         status: ${{ job.status }}
+  #         slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
 
-  latest-pytorch-deepspeed-amd:
-    name: "PyTorch + DeepSpeed (AMD) [dev]"
-    runs-on:
-      group: aws-general-8-plus
-    steps:
-      - 
-        name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-      - 
-        name: Check out code
-        uses: actions/checkout@v4
-      - 
-        name: Login to DockerHub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_PASSWORD }}
-      - 
-        name: Build and push
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-pytorch-deepspeed-amd-gpu
-          build-args: |
-            REF=main
-          push: true
-          tags: huggingface/transformers-pytorch-deepspeed-amd-gpu${{ inputs.image_postfix }}
-      # Push CI images still need to be re-built daily
-      -
-        name: Build and push (for Push CI) in a daily basis
-        # This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
-        # The later case is useful for manual image building for debugging purpose. Use another tag in this case!
-        if: inputs.image_postfix != '-push-ci'
-        uses: docker/build-push-action@v5
-        with:
-          context: ./docker/transformers-pytorch-deepspeed-amd-gpu
-          build-args: |
-            REF=main
-          push: true
-          tags: huggingface/transformers-pytorch-deepspeed-amd-gpu-push-ci
+  # latest-pytorch-deepspeed-amd:
+  #   name: "PyTorch + DeepSpeed (AMD) [dev]"
+  #   runs-on:
+  #     group: aws-general-8-plus
+  #   steps:
+  #     - 
+  #       name: Set up Docker Buildx
+  #       uses: docker/setup-buildx-action@v3
+  #     - 
+  #       name: Check out code
+  #       uses: actions/checkout@v4
+  #     - 
+  #       name: Login to DockerHub
+  #       uses: docker/login-action@v3
+  #       with:
+  #         username: ${{ secrets.DOCKERHUB_USERNAME }}
+  #         password: ${{ secrets.DOCKERHUB_PASSWORD }}
+  #     - 
+  #       name: Build and push
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-pytorch-deepspeed-amd-gpu
+  #         build-args: |
+  #           REF=main
+  #         push: true
+  #         tags: huggingface/transformers-pytorch-deepspeed-amd-gpu${{ inputs.image_postfix }}
+  #     # Push CI images still need to be re-built daily
+  #     -
+  #       name: Build and push (for Push CI) in a daily basis
+  #       # This condition allows `schedule` events, or `push` events that trigger this workflow NOT via `workflow_call`.
+  #       # The later case is useful for manual image building for debugging purpose. Use another tag in this case!
+  #       if: inputs.image_postfix != '-push-ci'
+  #       uses: docker/build-push-action@v5
+  #       with:
+  #         context: ./docker/transformers-pytorch-deepspeed-amd-gpu
+  #         build-args: |
+  #           REF=main
+  #         push: true
+  #         tags: huggingface/transformers-pytorch-deepspeed-amd-gpu-push-ci
 
-      - name: Post to Slack
-        if: always()
-        uses: huggingface/hf-workflows/.github/actions/post-slack@main
-        with:
-          slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
-          title: 🤗 Results of the transformers-pytorch-deepspeed-amd-gpu build 
-          status: ${{ job.status }}
-          slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
+  #     - name: Post to Slack
+  #       if: always()
+  #       uses: huggingface/hf-workflows/.github/actions/post-slack@main
+  #       with:
+  #         slack_channel: ${{ secrets.CI_SLACK_CHANNEL_DOCKER }}
+  #         title: 🤗 Results of the transformers-pytorch-deepspeed-amd-gpu build 
+  #         status: ${{ job.status }}
+  #         slack_token: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
 
   latest-quantization-torch-docker:
     name: "Latest Pytorch + Quantization [dev]"
diff --git a/docker/transformers-quantization-latest-gpu/Dockerfile b/docker/transformers-quantization-latest-gpu/Dockerfile
index 53e66662f9ee99..2fd5901aae25c4 100755
--- a/docker/transformers-quantization-latest-gpu/Dockerfile
+++ b/docker/transformers-quantization-latest-gpu/Dockerfile
@@ -9,7 +9,7 @@ SHELL ["sh", "-lc"]
 # The following `ARG` are mainly used to specify the versions explicitly & directly in this docker file, and not meant
 # to be used as arguments for docker build (so far).
 
-ARG PYTORCH='2.4.1'
+ARG PYTORCH='2.5.1'
 # Example: `cu102`, `cu113`, etc.
 ARG CUDA='cu118'