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[Do not Merge] Unpinned orbax and updated orbax logger API #211

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Rohan-Bierneni
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This fix allows us to use the latest version of orbax. Use these changes to test maxdiffusion + jax 0.7.0 + python 3.12. Only merge these changes once unit tests and XLML tests pass.

A maxdiffusion docker image with these changes already made is here and a maxdiffusion without the orbax changes is here.

Logs from failing XLML DAG with updated orbax API: https://paste.googleplex.com/5559411468402688#l=348

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