qwerrwe / docs /mac.md
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Mac M series support

Currently Axolotl on Mac is partially usable, many of the dependencies of Axolotl including Pytorch do not support MPS or have incomplete support.

Current support:

  • Support for all models
  • Full training of models
  • LoRA training
  • Sample packing
  • FP16 and BF16 (awaiting AMP support for MPS in Pytorch)
  • Tri-dao's flash-attn (until it is supported use spd_attention as an alternative)
  • xformers
  • bitsandbytes (meaning no 4/8 bits loading and bnb optimizers)
  • qlora
  • DeepSpeed

Untested:

  • FSDP