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Add amd gpu support #275

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Tested on AMD MI300X and successfully ran FLUX.1 training. Results and setup details are shared here.

Summary of changes:

  • Added requirements-amd.txt to support AMD GPUs, as the default environment includes NVIDIA-specific packages (e.g., bitsandbytes, torchao) that require alternative installation or source builds on AMD.
  • Updated the README with clear instructions for installing PyTorch and bitsandbytes for AMD ROCm environments.
  • Fixed a minor typo in the documentation.

Let me know if you'd like me to test on any additional AMD hardware or update the docs further!

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