fix: HWIO to OIHW
Author: RyanMullins
Pull request: yes

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Fixes # (issue)


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Comments:
Thanks. Running another eval suite for verification. Will update later today. 

@ArthurZucker can we merge this soon?

The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_39200). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

**[For maintainers]** Suggested jobs to run (before merge)

run-slow: gemma3n