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Remove requirement to initialize MPI for tensor+data parallelism #20

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@siddharth9820 siddharth9820 commented Feb 5, 2024

  1. MPI.Init() can cause unnecessary delays or even hangs at scale. This PR makes it such that MPI.Init() is optional.
  2. Adding an option to only cache the weights of the first MLP layer, which has least overlap with the preceeding layer,

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