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We already pin PyTorch to >= 2.6. So, there is no point in maintaining these methods specific to xformers. We can still keep the dedicated xformers dispatchers in case users still prefer them.
The diff in this PR is large because I decided to remove the mentions of xformers from docs and training scripts. But I can revert that if needed. IMO, we shouldn't document things that are being deprecated.
Main changes are in
src, which mostly really just deal with deprecations. I have decided to run the cycle till 0.46.0.