Meta's open-weight Glimmer runs local agents at 50 tok/s on a MacBook

TimDarcet · x · 2026-10-08

A contributor shared a technical presentation on Muse Glimmer, Meta's open-weight model for local agents. The pipeline: pretrain → reasoning midtrain → LC (131k) → SFT → RL distillation → RL, with a soft-distilled Spark during training and synthetic data for agentic and privacy use cases. With 4-bit quantization plus DFlash it reaches 50 tok/s on a MacBook. Full video and tech report coming; the author worked on midtraining.

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