This reasoning dataset pairs Chinese college entrance exam questions in mathematics, physics, and chemistry with their key concepts, final answers, and step-by-step solutions.
Potential Use Cases
- Supervised Fine-Tuning for STEM Reasoning: Worked solutions expose the derivation path rather than the answer alone, training models to select a governing principle and carry it through to a result.
- Process Supervision & Reward Modeling: Step-separated solutions give step-level training signal for process reward models and verifiers that locate where a derivation goes wrong.
- Subject-Resolved Evaluation: Because each item carries its subject, key concept, and final answer as separate fields, accuracy can be scored per subject and separately from solution quality.