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News from NukeTorch.

• AnnouncementNovember 11, 2026

  Pipeline Parallelism is here: 8x faster than Apple’s WWDC26 fine-tuning

  One 48 GB MacBook Pro ran Apple’s WWDC26 fine-tuning faster than Apple’s four M3 Ultra Mac Studios. Four MacBook Pros ran it more than 8× faster.