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flax version>=0.11.0 requires python>=3.11
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README.md

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We recommend starting with a single TPU host and then moving to multihost.
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Minimum requirements: Ubuntu Version 22.04, Python 3.10 and Tensorflow >= 2.12.0.
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Minimum requirements: Ubuntu Version 22.04, Python 3.11 and Tensorflow >= 2.12.0.
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## Getting Started:
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docs/getting_started/first_run.md

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1. [Create and SSH to a single-host TPU (v6-8). ](https://cloud.google.com/tpu/docs/users-guide-tpu-vm#creating_a_cloud_tpu_vm_with_gcloud)
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* You can find here [here](https://cloud.google.com/tpu/docs/regions-zones) the list of zones that support the v6(Trillium) TPUs
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* We recommend using the base VM image "v2-alpha-tpuv6e", which meets the version requirements: Ubuntu Version 22.04, Python 3.10 and Tensorflow >= 2.12.0
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* We recommend using the base VM image "v2-alpha-tpuv6e", which meets the version requirements: Ubuntu Version 22.04, Python 3.11 and Tensorflow >= 2.12.0
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1. Clone MaxDiffusion in your TPU VM.
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```bash

requirements.txt

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google-cloud-storage>=2.17.0
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absl-py
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datasets
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flax>=0.10.2
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flax>=0.11.0
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optax>=0.2.3
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torch>=2.6.0
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torchvision>=0.20.1

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