auto-0.4b-2 / eval /iteration-1 /preview-kd_b_aug-step-1737-benchmark.json
ProCreations's picture
auto-0.4b-2 iteration 1: shorter card and iteration-1 naming (weights unchanged)
5937dd0 verified
Raw History Blame Contribute Delete
2.27 kB
{
"export": "/home/user/checkpoints/auto04-v3/kd_b_aug/step-1737",
"sha256": "bca2d2614055c7dc43d6d9f059446691c343b5bf0ca5271cfe6f29f507cc201d",
"time": "2026-09-10T23:11:27Z",
"overall": {
"n": 3000,
"accuracy": 0.9683333333333334,
"balanced_accuracy": 0.9687913886221715,
"f1_deny": 0.9664192294096854,
"auroc": 0.9949238884581236,
"nll": 0.09748464604243104,
"false_approve_rate": 0.02426837972876517,
"false_deny_rate": 0.03814884302689181,
"false_approve_count": 34,
"false_deny_count": 61,
"deny_count": 1401,
"approve_count": 1599,
"threshold": 0.5,
"brier": 0.02513362427571565,
"accuracy_ci95": [
0.9614436833643786,
0.9740251283295661
]
},
"long_16k_64k": {
"n": 239,
"accuracy": 0.9623430962343096,
"balanced_accuracy": 0.962188113260443,
"f1_deny": 0.9635627530364372,
"auroc": 0.9942879170171012,
"nll": 0.10733518996547653,
"false_approve_rate": 0.032520325203252036,
"false_deny_rate": 0.04310344827586207,
"false_approve_count": 4,
"false_deny_count": 5,
"deny_count": 123,
"approve_count": 116,
"threshold": 0.5,
"brier": 0.03148497052555311,
"accuracy_ci95": [
0.9299945026243701,
0.9800642701784192
]
},
"paired_vs_published": {
"fixed": 31,
"new_errors": 29,
"published_correct": 2903,
"this_correct": 2905
},
"lang": {
"English": {
"n": 2104,
"errors": 53
},
"French": {
"n": 91,
"errors": 1
},
"German": {
"n": 82,
"errors": 3
},
"Hindi": {
"n": 78,
"errors": 9
},
"Italian": {
"n": 97,
"errors": 0
},
"Japanese": {
"n": 112,
"errors": 5
},
"Korean": {
"n": 97,
"errors": 4
},
"Mandarin Chinese": {
"n": 83,
"errors": 5
},
"Portuguese": {
"n": 77,
"errors": 3
},
"Russian": {
"n": 90,
"errors": 5
},
"Spanish": {
"n": 89,
"errors": 7
}
},
"difficulty": {
"easy": {
"n": 870,
"errors": 14
},
"hard": {
"n": 1065,
"errors": 49
},
"medium": {
"n": 1065,
"errors": 32
}
}
}