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Add ML Diagnostics scalar backend and options wiring for MaxText RL. - #5085

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Add ML Diagnostics scalar backend and options wiring for MaxText RL.#5085
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Add ML Diagnostics scalar backend and options wiring for MaxText RL.

Integrates Google Cloud ML Diagnostics (google-cloud-mldiagnostics) with MaxText/Tunix RL training loops by providing a custom MLDiagScalarBackend implementing the Tunix LoggingBackend protocol.

Integrates Google Cloud ML Diagnostics (google-cloud-mldiagnostics) with MaxText/Tunix RL training loops by providing a custom MLDiagScalarBackend implementing the Tunix LoggingBackend protocol.

PiperOrigin-RevId: 973504402
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