compass-judger-reward-based-evaluation

Build generalist judge models for evaluating LLM outputs using verifiable rewards and policy gradient training. Create a 7B model competitive with much larger judges through reward-guided optimization and critical thinking decomposition. Use when you need reliable automated evaluation of model outputs across diverse tasks.

Independent GitHub snapshot · Automated classification · Original documentation governs