{ "model": "Qev-2B", "method": "Teacher-probability cross entropy followed by replay and representation-response distillation", "candidate_preview": false, "seed": 17, "continuation_steps": 800, "full_suites": { "decision_dev": { "qev_2b": { "questions": 1468, "correct": 1266, "accuracy": 0.8623978201634878 }, "qwen35_2b_base": { "questions": 1468, "correct": 927, "accuracy": 0.6314713896457765 } }, "transfer_dev": { "qev_2b": { "questions": 764, "correct": 584, "accuracy": 0.7643979057591623 }, "qwen35_2b_base": { "questions": 764, "correct": 493, "accuracy": 0.6452879581151832 } }, "mmlupro": { "qev_2b": { "questions": 1000, "correct": 387, "accuracy": 0.387 }, "qwen35_2b_base": { "questions": 1000, "correct": 312, "accuracy": 0.312 } }, "semif": { "qev_2b": { "questions": 252, "correct": 215, "accuracy": 0.8531746031746031 }, "qwen35_2b_base": { "questions": 252, "correct": 152, "accuracy": 0.6031746031746031 } }, "scienthoon": { "qev_2b": { "questions": 873, "correct": 628, "accuracy": 0.7193585337915235 }, "qwen35_2b_base": { "questions": 873, "correct": 470, "accuracy": 0.5383734249713631 } }, "wanli": { "qev_2b": { "questions": 256, "correct": 173, "accuracy": 0.67578125 }, "qwen35_2b_base": { "questions": 256, "correct": 129, "accuracy": 0.50390625 } }, "public": { "qev_2b": { "questions": 231, "correct": 172, "accuracy": 0.7445887445887446 }, "qwen35_2b_base": { "questions": 231, "correct": 146, "accuracy": 0.6320346320346321 } } } }