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@jlamypoirier jlamypoirier commented Jan 7, 2026

✨ Description

Changes extracted from #428 that do not directly relate to pipeline RL, most implortantly:

  • Generalize distributed dim creation to handle non-trivial strides, ex. tensor_and_sequence_data with pipeline_first and model_and_sequence_data.
  • Improve distributed test utils to make usage much simpler. The new version handles the boilerplate for running multiple "subtests" within one distributed run, and uses torch.multiprocessing.spawn instead of a subprocess call, which eliminates the need for independent scripts.

@jlamypoirier jlamypoirier marked this pull request as ready for review January 7, 2026 04:49
@jlamypoirier jlamypoirier changed the title Distributed and testing teaks Distributed and testing tweaks Jan 8, 2026
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2 participants