Fix issue with RNG state shape

[epwalsh]

Description

Fixes #2159.

Fixes an issue with the RNG state shape in the JAX fused ring attention implementation.

Type of change

• Documentation change (change only to the documentation, either a fix or a new content)
• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• Infra/Build change
• Code refactoring

Checklist:

• I have read and followed the contributing guidelines
• The functionality is complete
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes

[ptrendx]

@phu0ngng Could you take a look?

[phu0ngng]

/te-ci JAX L1

[phu0ngng]

LGTM. Pending CI.
Many thanks for your contribution!