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A lot of applications use modules, and changes made in previous commits would break them because Q and KV projections were split. The way the forward signature and args to na ops were done was also a bit inconsistent. We did all of it to accommodate the torch compile test, but for now let's separate and duplicate until we can revisit it.
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ops.
implemented with graph transforms for now.
be used instead of the PyTorch implementation.
merge_attentionsbackward passrequires_grad=True.