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What does this PR do?

Adds support for mamba_ssm and causal_conv1d kernels from the kernel-hub in bamba models.

Fixes # (issue)

#41208

Before submitting

  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
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    Pull Request section?
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  • Did you make sure to update the documentation with your changes? Here are the
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    here are tips on formatting docstrings.
  • Did you write any new necessary tests?

Who can review?

@vasqu @MekkCyber @drbh

@romitjain romitjain marked this pull request as draft October 13, 2025 08:59
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[For maintainers] Suggested jobs to run (before merge)

run-slow: bamba

@romitjain
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Downstream changes have not been done (eg: modeling_granitemoehybrid.py)
Since it was mentioned I can't update those files, not sure how to go about them.

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