Author

He He

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Jul 2026

Training Continuous Chain of Thought Models: A Tale of Two Regimes

C-MTP is introduced, a simpler, faster direct supervision approach that models each latent as an average of the embeddings in the CoT traces to be compressed, and outperforms a prior direct supervision method that approximates the distribution of compressed tokens.

V. Yerram, He He, Eunsol Choi · arXiv.org · 1 citation