LoCo compresses LLM reasoning chains by 41.7-45.4% on math tasks
LoCo trains models to stop overthinking using local preference learning on self-generated traces.
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Stories tagged #reasoning-compression
A*-Thought-V2: Efficient Latent Reasoning via Geometric Dynamics of LLM
A*-Thought-V2 compresses chain-of-thought into latent tokens using geometric hidden-state dynamics, cutting computation while improving accuracy on Qwen models.