Qev-2B / evaluation.json
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Release Qev-2B decision model and distillation recipe
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{
"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": {
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"questions": 1468,
"correct": 1266,
"accuracy": 0.8623978201634878
},
"qwen35_2b_base": {
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"correct": 927,
"accuracy": 0.6314713896457765
}
},
"transfer_dev": {
"qev_2b": {
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"correct": 584,
"accuracy": 0.7643979057591623
},
"qwen35_2b_base": {
"questions": 764,
"correct": 493,
"accuracy": 0.6452879581151832
}
},
"mmlupro": {
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"questions": 1000,
"correct": 387,
"accuracy": 0.387
},
"qwen35_2b_base": {
"questions": 1000,
"correct": 312,
"accuracy": 0.312
}
},
"semif": {
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"questions": 252,
"correct": 215,
"accuracy": 0.8531746031746031
},
"qwen35_2b_base": {
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"correct": 152,
"accuracy": 0.6031746031746031
}
},
"scienthoon": {
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"questions": 873,
"correct": 628,
"accuracy": 0.7193585337915235
},
"qwen35_2b_base": {
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"correct": 470,
"accuracy": 0.5383734249713631
}
},
"wanli": {
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"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
}
}
}
}