Mohit Khatwani issues

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                                            Mohit Khatwani

Loading real data on subset of hosts

Setup GCSFuse

Tested on GKE with following command ``` mkdir -p dataset; gcsfuse --implicit-dirs ${DATASET_BUCKET} dataset; python3 MaxText/train.py MaxText/configs/base.yml base_output_directory=gs://mohitkhatwani-maxtext-logs/ dataset_path=dataset/ ```

Changes to reuse TPUs

Llama3-8b 🦙

[DO NOT MERGE] Optimizer host offload

pull ready

Docker prune in all github actions