TinyQuery-140M / evaluation /gpu-final-console-metrics.json
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Add recovered GPU predictions, native SQL validation and complete runtime/training provenance
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{
"checkpoint_sha256": "9489b5cde69c11f64b3e7031182e8248aa83790f1ad4aeefbf99a4e5e152e692",
"frozen_at_utc": "2026-09-10T14:00:36.513800+00:00",
"device": "CUDA BF16",
"source": "Completed remote CUDA evaluation; raw GPU predictions were retrieved after SSH access recovered. Independent Mac FP32 evaluation matches all aggregate metrics.",
"decoding": "raw greedy; no repair, constrained decoding or teacher fallback",
"metrics": {
"test": {
"json_valid": {
"correct": 1196,
"total": 1196,
"rate": 1.0
},
"schema_valid": {
"correct": 1191,
"total": 1196,
"rate": 0.995819397993311
},
"action_correct": {
"correct": 1192,
"total": 1196,
"rate": 0.9966555183946488
},
"tool_correct": {
"correct": 1088,
"total": 1100,
"rate": 0.9890909090909091
},
"arguments_exact": {
"correct": 1014,
"total": 1100,
"rate": 0.9218181818181819
},
"sql_equivalent": {
"correct": 896,
"total": 912,
"rate": 0.9824561403508771
},
"success": {
"correct": 1106,
"total": 1196,
"rate": 0.9247491638795987
}
},
"manual": {
"json_valid": {
"correct": 160,
"total": 160,
"rate": 1.0
},
"schema_valid": {
"correct": 159,
"total": 160,
"rate": 0.99375
},
"action_correct": {
"correct": 159,
"total": 160,
"rate": 0.99375
},
"tool_correct": {
"correct": 146,
"total": 152,
"rate": 0.9605263157894737
},
"arguments_exact": {
"correct": 124,
"total": 152,
"rate": 0.8157894736842105
},
"sql_equivalent": {
"correct": 94,
"total": 112,
"rate": 0.8392857142857143
},
"success": {
"correct": 132,
"total": 160,
"rate": 0.825
}
}
}
}