fix: resolve device mismatch in Bark semantic model by offloading inp…
Author: sarthak-ad011
Pull request: yes
Labels: name: Code agent slop

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…ut_embeds_layer to CPU

# What does this PR do?

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Fixes # (issue)

## Code Agent Policy

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Comments:
**[For maintainers]** Suggested jobs to run (before merge)

run-slow: bark

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### CI recap

**Dashboard:** [View test results in Grafana](https://transformers-ci.lor-e.huggingface.cool/d/pytest-observability-by-pr/pytest-observability-branch?var-pr=47180)
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