Online Recentring Of Heads After Prompt Rewording

Python library that turns an open LLM into a calibrated decision model by reading typed questions from one next-token prefill. L0 removes position/label bias with zero labels; L1/L2 add temperature or closed-form heads for real probabilities, with shipped Qwen3 heads.

AI Tools | Python · calibration · decision-making