Repository: huggingface/transformers
Pull request: Change docker image to preview for the MI355 CI

# What does this PR do?

The mainstream support for ROCm 7.0 in the official images is still a few weeks away, until then, we have to use a preview image for this CI pipeline.

<!-- Remove if not applicable -->

Fixes # (issue)


## Before submitting
- [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
- [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#create-a-pull-request),
      Pull Request section?
- [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/)? Please add a link
      to it if that's the case.
- [ ] Did you make sure to update the documentation with your changes? Here are the
      [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and
      [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation).
- [ ] Did you write any new necessary tests?


## Who can review?

Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested in your PR.

<!-- Your PR will be replied to more quickly if you can figure out the right person to tag with @

 If you know how to use git blame, that is the easiest way, otherwise, here is a rough guide of **who to tag**.
 Please tag fewer than 3 people.

Models:

- text models: @ArthurZucker
- vision models: @amyeroberts, @qubvel
- speech models: @eustlb
- graph models: @clefourrier

Library:

- flax: @gante and @Rocketknight1
- generate: @zucchini-nlp (visual-language models) or @gante (all others)
- pipelines: @Rocketknight1
- tensorflow: @gante and @Rocketknight1
- tokenizers: @ArthurZucker
- trainer: @zach-huggingface, @SunMarc and @qgallouedec
- chat templates: @Rocketknight1

Integrations:

- deepspeed: HF Trainer/Accelerate: @SunMarc @zach-huggingface
- ray/raytune: @richardliaw, @amogkam
- Big Model Inference: @SunMarc
- quantization (bitsandbytes, autogpt): @SunMarc @MekkCyber

Documentation: @stevhliu

HF projects:

- accelerate: [different repo](https://github.com/huggingface/accelerate)
- datasets: [different repo](https://github.com/huggingface/datasets)
- diffusers: [different repo](https://github.com/huggingface/diffusers)
- rust tokenizers: [different repo](https://github.com/huggingface/tokenizers)

Maintained examples (not research project or legacy):

- Flax: @Rocketknight1
- PyTorch: See Models above and tag the person corresponding to the modality of the example.
- TensorFlow: @Rocketknight1

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Changed files:
filename: .github/workflows/self-scheduled-amd-mi355-caller.yml
patch: @@ -21,7 +21,7 @@ jobs:
       job: run_models_gpu
       slack_report_channel: "#amd-hf-ci"
       runner_scale_set: amd-mi355-ci
-      docker: huggingface/transformers-pytorch-amd-gpu
+      docker: huggingface/testing-rocm7.0-preview
       ci_event: Scheduled CI (AMD) - mi355
       report_repo_id: optimum-amd/transformers_daily_ci
     secrets: inherit
@@ -33,7 +33,7 @@ jobs:
       job: run_pipelines_torch_gpu
       slack_report_channel: "#amd-hf-ci"
       runner_scale_set: amd-mi355-ci
-      docker: huggingface/transformers-pytorch-amd-gpu
+      docker: huggingface/testing-rocm7.0-preview
       ci_event: Scheduled CI (AMD) - mi355
       report_repo_id: optimum-amd/transformers_daily_ci
     secrets: inherit
@@ -45,7 +45,7 @@ jobs:
       job: run_examples_gpu
       slack_report_channel: "#amd-hf-ci"
       runner_scale_set: amd-mi355-ci
-      docker: huggingface/transformers-pytorch-amd-gpu
+      docker: huggingface/testing-rocm7.0-preview
       ci_event: Scheduled CI (AMD) - mi355
       report_repo_id: optimum-amd/transformers_daily_ci
     secrets: inherit
@@ -57,7 +57,7 @@ jobs:
       job: run_torch_cuda_extensions_gpu
       slack_report_channel: "#amd-hf-ci"
       runner_scale_set: amd-mi355-ci
-      docker: huggingface/transformers-pytorch-deepspeed-amd-gpu
+      docker: huggingface/testing-rocm7.0-preview
       ci_event: Scheduled CI (AMD) - mi355
       report_repo_id: optimum-amd/transformers_daily_ci
     secrets: inherit