jet / merge-validation.json
michaljach's picture
Release Jet v6.2: full merged focused continuation and 16K runtime
fbc3d2d verified
Raw History Blame Contribute Delete
23.6 kB
{
"cases": 157,
"argmax_flips": 0,
"max_probability_difference": 0.04756533417616565,
"selection": "Previous fixed 144 merge cases plus 12 hash-selected focused holdout cases and longest API-Bank request. Not an independent benchmark.",
"calibration": "Inherited v6.1 temperatures, not refitted.",
"base_download_required": false,
"wrapper_smoke": {
"model": "michaljach/jet",
"answers": {
"category": {
"type": "choice",
"choice": "damage",
"probabilities": {
"damage": 0.9903,
"billing": 0.0097
},
"confidence": 0.9209
},
"severity": {
"type": "score",
"score": 1.555,
"level": "severe",
"probabilities": [
0.0161,
0.4128,
0.5711
],
"confidence": 0.3159
},
"damaged": {
"type": "noul",
"probability": 0.9487,
"confidence": 0.7082
}
}
},
"context_probe": {
"passed": true,
"tokens": 11495,
"max_tokens": 16384
},
"records": [
{
"case": 0,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.002987165380278878
},
{
"case": 1,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 2,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 3,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0008522927862807308
},
{
"case": 4,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 5,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0005733880531314777
},
{
"case": 6,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0006614689289068752
},
{
"case": 7,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 8,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.000899492764544152
},
{
"case": 9,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0016077412194476226
},
{
"case": 10,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0036649808951511043
},
{
"case": 11,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0011758151845370698
},
{
"case": 12,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0007087150140926424
},
{
"case": 13,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0006711365186986666
},
{
"case": 14,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0020361407568059223
},
{
"case": 15,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 6.886235910508187e-05
},
{
"case": 16,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0012989605282783812
},
{
"case": 17,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0005189743557448834
},
{
"case": 18,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0027470613975926206
},
{
"case": 19,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.010187698043257254
},
{
"case": 20,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 21,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.001454303669506496
},
{
"case": 22,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.013085229248764652
},
{
"case": 23,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0010584632570356245
},
{
"case": 24,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0020582766106718824
},
{
"case": 25,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0005125698442036922
},
{
"case": 26,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0005830234269115341
},
{
"case": 27,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0007246417457215798
},
{
"case": 28,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.000490928734522722
},
{
"case": 29,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0013795481306675406
},
{
"case": 30,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0006006729030451161
},
{
"case": 31,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0011758151845370698
},
{
"case": 32,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.012648434256519445
},
{
"case": 33,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.01321697504337338
},
{
"case": 34,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0024019477258491392
},
{
"case": 35,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 36,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 37,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 38,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.003854598977123258
},
{
"case": 39,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.013136055229324622
},
{
"case": 40,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0018665708326972563
},
{
"case": 41,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.000692937761531856
},
{
"case": 42,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 43,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.000723617570070112
},
{
"case": 44,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.007833504601458263
},
{
"case": 45,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 46,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.017761061358939845
},
{
"case": 47,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0043677575202951124
},
{
"case": 48,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 49,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0022369316702290296
},
{
"case": 50,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.002032526605908448
},
{
"case": 51,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.012227965640579014
},
{
"case": 52,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.00040181997200938735
},
{
"case": 53,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 54,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 55,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 56,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.005661205903540578
},
{
"case": 57,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 58,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 59,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 60,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0019360099221095162
},
{
"case": 61,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 62,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 63,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.02634154028477992
},
{
"case": 64,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.008880156115223817
},
{
"case": 65,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 66,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.003854598977123258
},
{
"case": 67,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0007447583966543204
},
{
"case": 68,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0001146676099607895
},
{
"case": 69,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0029591419592648327
},
{
"case": 70,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.015230252265583333
},
{
"case": 71,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 72,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.020053874683156447
},
{
"case": 73,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0199179731534751
},
{
"case": 74,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 75,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0050653758778449465
},
{
"case": 76,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0024803049079245507
},
{
"case": 77,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 78,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.012005088055840801
},
{
"case": 79,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0055398063440276965
},
{
"case": 80,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.018784706325125744
},
{
"case": 81,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 82,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.003274203457591829
},
{
"case": 83,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 84,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.01720608744436994
},
{
"case": 85,
"type": "noul",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 86,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.000461312361028976
},
{
"case": 87,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.026329934699847568
},
{
"case": 88,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 89,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0008237772015591352
},
{
"case": 90,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 91,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.0004971529853300544
},
{
"case": 92,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.012287200915141808
},
{
"case": 93,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.006122007063984927
},
{
"case": 94,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.04756533417616565
},
{
"case": 95,
"type": "score",
"same_argmax": true,
"max_probability_difference": 0.011753993010866715
},
{
"case": 96,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 97,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 98,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 99,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 100,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.04477957280437994
},
{
"case": 101,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0018032455547183357
},
{
"case": 102,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.01684820403685175
},
{
"case": 103,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 104,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.01599744069486378
},
{
"case": 105,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 106,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.01890952286570502
},
{
"case": 107,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0034353363281827143
},
{
"case": 108,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 109,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 110,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 111,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 112,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.01023223405796686
},
{
"case": 113,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 114,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 115,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 116,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.001163385786891992
},
{
"case": 117,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.010916428349646567
},
{
"case": 118,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.01999364952511129
},
{
"case": 119,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.004639380151772588
},
{
"case": 120,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0004504036257898525
},
{
"case": 121,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.001900401342050162
},
{
"case": 122,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0016769366925224183
},
{
"case": 123,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0011628789777733337
},
{
"case": 124,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 125,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.012155667530471606
},
{
"case": 126,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0015901874331142977
},
{
"case": 127,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.002292551478361493
},
{
"case": 128,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 129,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 130,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 131,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 132,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 133,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.002977611927637354
},
{
"case": 134,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.029698411658723306
},
{
"case": 135,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 136,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 137,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 138,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0015901737796318767
},
{
"case": 139,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 140,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 141,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0023174474419890914
},
{
"case": 142,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 143,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 144,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.00018020386372263886
},
{
"case": 145,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0006541617315441572
},
{
"case": 146,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.006506129065911526
},
{
"case": 147,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.008089011161791393
},
{
"case": 148,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 149,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.004038183129593295
},
{
"case": 150,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 151,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.005692637355534935
},
{
"case": 152,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 153,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.00397777773328345
},
{
"case": 154,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 155,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0
},
{
"case": 156,
"type": "choice",
"same_argmax": true,
"max_probability_difference": 0.0138867288785047
}
],
"merged_holdout": {
"objective": 0.7372740069451986,
"families": {
"retention": {
"n": 500,
"accuracy": 0.934,
"nll": 0.21870660245549345,
"metric": 0.934,
"metric_name": "accuracy"
},
"finance": {
"n": 180,
"accuracy": 0.7111111111111111,
"nll": 0.7353250763802403,
"metric": 0.7121353544404619,
"metric_name": "macro-F1"
},
"banking": {
"n": 154,
"accuracy": 0.7467532467532467,
"nll": 1.2266273153352905,
"metric": 0.7467532467532467,
"metric_name": "accuracy"
},
"sarcasm": {
"n": 80,
"accuracy": 0.725,
"nll": 0.6158682200969627,
"metric": 0.5,
"metric_name": "positive-class F1"
}
}
},
"released_holdout": {
"objective": 0.7297131700522546,
"families": {
"retention": {
"n": 500,
"accuracy": 0.934,
"nll": 0.2194680695671052,
"metric": 0.934,
"metric_name": "accuracy"
},
"finance": {
"n": 180,
"accuracy": 0.7111111111111111,
"nll": 0.7504884215008701,
"metric": 0.7116466613734374,
"metric_name": "macro-F1"
},
"banking": {
"n": 154,
"accuracy": 0.7467532467532467,
"nll": 1.2402327169109493,
"metric": 0.7467532467532467,
"metric_name": "accuracy"
},
"sarcasm": {
"n": 80,
"accuracy": 0.6875,
"nll": 0.6216465693736991,
"metric": 0.46808510638297873,
"metric_name": "positive-class F1"
}
}
},
"merge_passed": true,
"holdout_passed": true,
"passed": true
}