A fitted progress vector in LLM hidden states can monitor and, when added during decoding, shorten the thinking phase, often improving accuracy and cutting tokens.
Metacognition and cognitive monitoring: A new area of cognitive– developmental inquiry.American psychologist, 34(10):906, 1979
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Overclocking LLM Reasoning: Monitoring and Controlling Thinking Path Lengths in LLMs
A fitted progress vector in LLM hidden states can monitor and, when added during decoding, shorten the thinking phase, often improving accuracy and cutting tokens.