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---
title: README
emoji: 👀
colorFrom: gray
colorTo: purple
sdk: static
pinned: false
---
Jacobi Forcing is a new training technique that converts LLMs into native casual parallel decoders. Jacobi Forcing models enjoy up to 4.5x higher tokens-per-forward and 4x wall-clock speedup on coding and math tasks, while retraining near-AR generation quality.
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