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This PR replaces the fastxtend optimizers with optimi optimizers while retaining support for bitsandbytes eight-bit optimizers.

optimizer.utils adds a mixin class `` to assist in converting any PyTorch optimizer into a fastai-compatible optimizer. Look in optimizer.optimi for examples of how to use.

ToDo:

  • Finish documentation
  • Remove the fastxtend optimizers
  • Don't automatically import fastxtend optimizers?

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