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Merge pull request #3552 from AI-Hypercomputer:bvandermoon-uxr-fixes
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docs/guides/checkpointing_solutions/convert_checkpoint.md

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## Prerequisites
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- MaxText must be installed in a Python virtual environment. For instructions on installing MaxText on your VM, please refer to the [official documentation](https://maxtext.readthedocs.io/en/maxtext-v0.2.1/install_maxtext.html).
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- MaxText must be installed in a Python virtual environment using the `maxtext[tpu]` option. For instructions on installing MaxText on your VM, please refer to the official [installation documentation](https://maxtext.readthedocs.io/en/maxtext-v0.2.1/install_maxtext.html).
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- Hugging Face model checkpoints are cached locally at `$HOME/.cache/huggingface/hub` before conversion. Ensure you have sufficient disk space.
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- Authenticate via the [Hugging Face CLI](https://huggingface.co/docs/huggingface_hub/v0.21.2/guides/cli) if using private or gated models.
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