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[not to be merged] bunch of changes that I have been using to train latest models

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Open Administrator requested to merge ngoyal_sequence_parallel_cpu_offload into main Aug 09, 2022
  • Overview 3
  • Commits 5
  • Pipelines 0
  • Changes 12

Created by: ngoyal2707

this branch is what I am using to train latest model with following changes:

I will not merge this and will piece out separate PRs for each of these following:

  1. Seq_parallel
  2. ability to only checkpoint MHA
  3. disable bias
  4. disable LN affine,
  5. act cpu_offload experimental
  6. merging of gelu with FC2 to save on act memory of gelu
  7. bunch of cleanup
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Source branch: ngoyal_sequence_parallel_cpu_offload