TypePredictor / figures /eval_metrics.csv
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Add final model card with evaluation curves and release artifacts
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step,eval_index,epoch,eval_macro_f1,eval_weighted_f1,eval_micro_f1,eval_accuracy,eval_loss,eval_macro_precision,eval_macro_recall,eval_weighted_precision,eval_weighted_recall,eval_micro_precision,eval_micro_recall,eval_index,eval_runtime,eval_samples_per_second,eval_steps_per_second,seen_at_utc
500,1,0.08,0.16675213835131356,0.4648136683073095,0.4996031746031746,0.4996031746031746,1.6034170389175415,0.20112826287340668,0.1656798423386093,0.4663299729027011,0.4996031746031746,0.4996031746031746,0.4996031746031746,1,50.3632,250.183,31.273,2026-07-12T19:07:28+00:00
1000,2,0.16,0.3742962053337755,0.7347115811510523,0.7561111111111111,0.7561111111111111,0.8336577415466309,0.4440270170632841,0.36141326244744065,0.739827037528709,0.7561111111111111,0.7561111111111111,0.7561111111111111,2,50.358,250.208,31.276,2026-07-12T19:07:28+00:00
1500,3,0.24,0.5919220318807322,0.8258660663106083,0.8311111111111111,0.8311111111111111,0.5750956535339355,0.6615551279169473,0.5725095316587115,0.8313369703842328,0.8311111111111111,0.8311111111111111,0.8311111111111111,3,50.1384,251.304,31.413,2026-07-12T19:07:28+00:00
2000,4,0.32,0.704721130059806,0.8650850638163624,0.8685714285714285,0.8685714285714285,0.43678638339042664,0.8084736830738437,0.6569171685565485,0.8704622381617023,0.8685714285714285,0.8685714285714285,0.8685714285714285,4,54.0525,233.107,29.138,2026-07-12T19:07:28+00:00
2500,5,0.4,0.7708534077145469,0.8866826747603135,0.8876190476190476,0.8876190476190476,0.3863752782344818,0.8424204092431431,0.7602036693520349,0.894918351088462,0.8876190476190476,0.8876190476190476,0.8876190476190476,5,58.1835,216.556,27.07,2026-07-12T19:07:28+00:00
3000,6,0.48,0.83146311466218,0.9042368915226878,0.9049206349206349,0.9049206349206349,0.3749255836009979,0.8822616279099216,0.8044703495421244,0.9091398319969811,0.9049206349206349,0.9049206349206349,0.9049206349206349,6,51.2979,245.624,30.703,2026-07-12T19:07:28+00:00
3500,7,0.56,0.852643844128256,0.9056553567113477,0.9016666666666666,0.9016666666666666,0.34068959951400757,0.8869002266347256,0.8344066000317897,0.9166483950530401,0.9016666666666666,0.9016666666666666,0.9016666666666666,7,55.1712,228.38,28.547,2026-07-12T19:07:28+00:00
4000,8,0.63,0.8629184237562926,0.9225121978819937,0.9234126984126985,0.9234126984126985,0.27018845081329346,0.896103415544095,0.8427102453711095,0.9237214610954837,0.9234126984126985,0.9234126984126985,0.9234126984126985,8,45.4117,277.462,34.683,2026-07-12T19:07:28+00:00
4500,9,0.71,0.8858543195103097,0.9284553859947943,0.9284126984126985,0.9284126984126985,0.25139176845550537,0.9001288293009205,0.8748161720063445,0.9293969786750571,0.9284126984126985,0.9284126984126985,0.9284126984126985,9,65.3815,192.715,24.089,2026-07-12T19:07:28+00:00
5000,10,0.79,0.8968955709213094,0.9333867608778208,0.9337301587301587,0.9337301587301587,0.24514073133468628,0.9239801593127872,0.8775447083795846,0.9342365821570298,0.9337301587301587,0.9337301587301587,0.9337301587301587,10,55.1353,228.529,28.566,2026-07-12T19:07:28+00:00
5500,11,0.87,0.8852157589128977,0.9373120231008413,0.9361904761904762,0.9361904761904762,0.2405300885438919,0.8966852505493809,0.8879515092023682,0.940336582906886,0.9361904761904762,0.9361904761904762,0.9361904761904762,11,50.0976,251.509,31.439,2026-07-12T19:07:28+00:00
6000,12,0.95,0.9103364146476316,0.9417305390461214,0.941984126984127,0.941984126984127,0.2432594746351242,0.9298312623198658,0.8954247781763811,0.9424591918065203,0.941984126984127,0.941984126984127,0.941984126984127,12,49.9297,252.355,31.544,2026-07-12T19:07:28+00:00
6500,13,1.03,0.909507315203273,0.9454117579717388,0.9456349206349206,0.9456349206349206,0.22848264873027802,0.9296991239988623,0.8961337328597196,0.9459939034429095,0.9456349206349206,0.9456349206349206,0.9456349206349206,13,48.6038,259.239,32.405,2026-07-12T19:07:28+00:00
7000,14,1.11,0.9125337197557731,0.9481753539970462,0.9484126984126984,0.9484126984126984,0.20768418908119202,0.9190348121850224,0.9113443135094732,0.9487731067127975,0.9484126984126984,0.9484126984126984,0.9484126984126984,14,51.0028,247.045,30.881,2026-07-12T19:07:28+00:00
7500,15,1.19,0.9057940212609807,0.9443844599149406,0.9442857142857143,0.9442857142857143,0.2635294198989868,0.911842211214998,0.9069588500794394,0.945921955299144,0.9442857142857143,0.9442857142857143,0.9442857142857143,15,53.2935,236.427,29.553,2026-07-12T19:07:28+00:00
8000,16,1.27,0.9101912478331972,0.9491690418479931,0.9494444444444444,0.9494444444444444,0.21279270946979523,0.9273715052159579,0.901402436657646,0.9504200289531454,0.9494444444444444,0.9494444444444444,0.9494444444444444,16,48.6141,259.184,32.398,2026-07-12T19:07:28+00:00
8500,17,1.35,0.9156584913591659,0.9528707065770654,0.9530952380952381,0.9530952380952381,0.21746815741062164,0.9241711528138504,0.9152950181018766,0.9533906189807044,0.9530952380952381,0.9530952380952381,0.9530952380952381,17,49.6088,253.987,31.748,2026-07-12T19:07:28+00:00
9000,18,1.43,0.9316646003398935,0.9541756739346082,0.9544444444444444,0.9544444444444444,0.21344760060310364,0.9481060096209216,0.9195331693514776,0.9548010972085054,0.9544444444444444,0.9544444444444444,0.9544444444444444,18,49.9732,252.135,31.517,2026-07-12T19:07:28+00:00
9500,19,1.51,0.921610631007778,0.9566293314445607,0.9568253968253968,0.9568253968253968,0.19153176248073578,0.9404398497869574,0.905748060531071,0.9568515996032587,0.9568253968253968,0.9568253968253968,0.9568253968253968,19,49.0787,256.731,32.091,2026-07-12T19:07:28+00:00
10000,20,1.59,0.9235742546691592,0.9599028886198321,0.959920634920635,0.959920634920635,0.19577036798000336,0.9273628410860382,0.9271792802963574,0.960305322421165,0.959920634920635,0.959920634920635,0.959920634920635,20,60.9394,206.763,25.845,2026-07-12T19:07:28+00:00
10500,21,1.67,0.9170932665272469,0.9609014768411174,0.960952380952381,0.960952380952381,0.17503954470157623,0.9116456444630479,0.9260931287646225,0.9611475161993005,0.960952380952381,0.960952380952381,0.960952380952381,21,45.8116,275.04,34.38,2026-07-12T19:07:28+00:00
11000,22,1.75,0.9319695940105357,0.9623559428261603,0.9624603174603175,0.9624603174603175,0.17708104848861694,0.9462998611668713,0.9234620410796542,0.962723564261779,0.9624603174603175,0.9624603174603175,0.9624603174603175,22,45.9838,274.009,34.251,2026-07-12T19:07:28+00:00
11500,23,1.83,0.9383726570780089,0.9633197036349216,0.9632539682539683,0.9632539682539683,0.17640231549739838,0.9361695510382104,0.9420156784780935,0.9636434749852494,0.9632539682539683,0.9632539682539683,0.9632539682539683,23,46.3964,271.573,33.947,2026-07-12T19:07:28+00:00
12000,24,1.9,0.9426202066832035,0.9656532805046822,0.9657142857142857,0.9657142857142857,0.16351820528507233,0.9507506384547523,0.9366009019904619,0.9659512006173707,0.9657142857142857,0.9657142857142857,0.9657142857142857,24,46.8483,268.953,33.619,2026-07-12T19:07:28+00:00
12500,25,1.98,0.9466181342033713,0.9681650956489429,0.9681746031746031,0.9681746031746031,0.1587391495704651,0.947442786667393,0.9465717167703007,0.9683707150909681,0.9681746031746031,0.9681746031746031,0.9681746031746031,25,66.4354,189.658,23.707,2026-07-12T19:07:28+00:00
13000,26,2.06,0.9431082887845699,0.9690350615547291,0.9689682539682539,0.9689682539682539,0.16660018265247345,0.9435320164238983,0.9440342115841122,0.9692930831154812,0.9689682539682539,0.9689682539682539,0.9689682539682539,26,55.6815,226.287,28.286,2026-07-12T19:07:28+00:00
13500,27,2.14,0.9422923846160581,0.9686287726395876,0.9687301587301588,0.9687301587301588,0.18048988282680511,0.9532870485294106,0.934424229646169,0.9689670561915049,0.9687301587301588,0.9687301587301588,0.9687301587301588,27,48.6144,259.182,32.398,2026-07-12T19:07:28+00:00
14000,28,2.22,0.9548845957042732,0.9709045086147281,0.9709523809523809,0.9709523809523809,0.17584019899368286,0.9616225902344291,0.9490903584972133,0.9709764613384323,0.9709523809523809,0.9709523809523809,0.9709523809523809,28,65.6446,191.943,23.993,2026-07-12T19:07:28+00:00
14500,29,2.3,0.9506224965454739,0.9694153409312327,0.9695238095238096,0.9695238095238096,0.177631214261055,0.9661964085054093,0.9377514378889877,0.9696628969782775,0.9695238095238096,0.9695238095238096,0.9695238095238096,29,55.0712,228.795,28.599,2026-07-12T19:07:28+00:00
15000,30,2.38,0.952375532557884,0.9699429015929246,0.97,0.97,0.17878225445747375,0.9642924920360566,0.9429523998338022,0.9701562195790373,0.97,0.97,0.97,30,51.0169,246.977,30.872,2026-07-12T19:07:28+00:00
15500,31,2.46,0.9462875984373381,0.9694666934898747,0.9695238095238096,0.9695238095238096,0.17210516333580017,0.9580763571099492,0.9378514622035224,0.9696918541700538,0.9695238095238096,0.9695238095238096,0.9695238095238096,31,49.2932,255.613,31.952,2026-07-12T19:07:28+00:00
16000,32,2.54,0.951264365385694,0.971362978431738,0.9714285714285714,0.9714285714285714,0.15938520431518555,0.9601219800413174,0.9443849087252134,0.9714994225414888,0.9714285714285714,0.9714285714285714,0.9714285714285714,32,64.8873,194.183,24.273,2026-07-12T19:07:28+00:00
16500,33,2.62,0.9561822135615655,0.9722751933392187,0.9723015873015873,0.9723015873015873,0.1643410474061966,0.9665323672953172,0.947527505766003,0.9724025203500458,0.9723015873015873,0.9723015873015873,0.9723015873015873,33,52.441,240.27,30.034,2026-07-12T19:07:28+00:00
17000,34,2.7,0.9491028977586443,0.9729576202329057,0.973015873015873,0.973015873015873,0.16805726289749146,0.960433813735491,0.9406320914982489,0.9730875205196509,0.973015873015873,0.973015873015873,0.973015873015873,34,50.2558,250.717,31.34,2026-07-12T19:07:28+00:00
17500,35,2.78,0.9471381395941902,0.9733825407985148,0.9734126984126984,0.9734126984126984,0.16671566665172577,0.9549885122141759,0.9428154605456508,0.973532406246267,0.9734126984126984,0.9734126984126984,0.9734126984126984,35,64.8418,194.319,24.29,2026-07-12T19:07:28+00:00
18000,36,2.86,0.9529234191380291,0.9737837762311287,0.9738095238095238,0.9738095238095238,0.17004433274269104,0.962677256883139,0.9454556144210745,0.9739539079223564,0.9738095238095238,0.9738095238095238,0.9738095238095238,36,48.8808,257.77,32.221,2026-07-12T19:07:28+00:00
18500,37,2.94,0.9540199515604112,0.9749518139909482,0.975,0.975,0.16028916835784912,0.9647089557155375,0.945480105008737,0.9750584916764344,0.975,0.975,0.975,37,60.6955,207.594,25.949,2026-07-12T19:07:28+00:00
19000,38,3.02,0.954347658252044,0.9762667198823463,0.9762698412698413,0.9762698412698413,0.14878861606121063,0.9607715131633574,0.9501403976665715,0.9764195140172701,0.9762698412698413,0.9762698412698413,0.9762698412698413,38,51.7414,243.519,30.44,2026-07-12T19:07:28+00:00
19500,39,3.1,0.957125861216084,0.9755432972728447,0.9756349206349206,0.9756349206349206,0.16310656070709229,0.9727967123798239,0.9442922894357393,0.9756807849259415,0.9756349206349206,0.9756349206349206,0.9756349206349206,39,47.4743,265.407,33.176,2026-07-12T19:07:28+00:00
20000,40,3.17,0.9567534320462188,0.9766894759901187,0.9767460317460317,0.9767460317460317,0.16326671838760376,0.9698508452291146,0.9464068389671931,0.9767954117631042,0.9767460317460317,0.9767460317460317,0.9767460317460317,40,65.9869,190.947,23.868,2026-07-12T19:07:28+00:00
20500,41,3.25,0.955655463952606,0.9760636712967664,0.9761111111111112,0.9761111111111112,0.1650867611169815,0.9677917142854108,0.9461865102151874,0.9761579320691899,0.9761111111111112,0.9761111111111112,0.9761111111111112,41,63.0368,199.883,24.985,2026-07-12T19:07:28+00:00
21000,42,3.33,0.956419648478896,0.9762812381183971,0.9763492063492063,0.9763492063492063,0.17093592882156372,0.9707661139733746,0.9448057653586319,0.976400813243511,0.9763492063492063,0.9763492063492063,0.9763492063492063,42,52.3722,240.586,30.073,2026-07-12T19:07:28+00:00
21500,43,3.41,0.9557812168870482,0.9768367289110993,0.9769047619047619,0.9769047619047619,0.16325406730175018,0.9696293003435598,0.9445357837826058,0.9769254523389815,0.9769047619047619,0.9769047619047619,0.9769047619047619,43,48.9392,257.462,32.183,2026-07-12T19:07:28+00:00
22000,44,3.49,0.9551717284616833,0.9755767607894801,0.9756349206349206,0.9756349206349206,0.16351020336151123,0.9681364681283637,0.945098492018414,0.9756980555491296,0.9756349206349206,0.9756349206349206,0.9756349206349206,44,48.5537,259.506,32.438,2026-07-12T19:07:28+00:00
22500,45,3.57,0.9559072153039692,0.9765228546965284,0.9765873015873016,0.9765873015873016,0.16308797895908356,0.9680547193198462,0.9463389894990366,0.9766302422786851,0.9765873015873016,0.9765873015873016,0.9765873015873016,45,49.1975,256.11,32.014,2026-07-12T19:07:28+00:00
23000,46,3.65,0.9572334679389451,0.9773904798618511,0.9774603174603175,0.9774603174603175,0.16377675533294678,0.9700362196030153,0.9471315195900166,0.9775254966358302,0.9774603174603175,0.9774603174603175,0.9774603174603175,46,64.2461,196.121,24.515,2026-07-12T19:07:28+00:00
23500,47,3.73,0.957808445275978,0.9769934673940778,0.9770634920634921,0.9770634920634921,0.16450679302215576,0.9706746434129168,0.9475056428847263,0.9770703311250897,0.9770634920634921,0.9770634920634921,0.9770634920634921,47,48.1744,261.55,32.694,2026-07-12T19:07:28+00:00
24000,48,3.81,0.9583518371874029,0.9774702480661045,0.9775396825396825,0.9775396825396825,0.16624021530151367,0.9715119738925228,0.947699963206565,0.9775614944397367,0.9775396825396825,0.9775396825396825,0.9775396825396825,48,46.101,273.313,34.164,2026-07-12T19:07:28+00:00
24500,49,3.89,0.9581437912558748,0.9776414544812937,0.9776984126984127,0.9776984126984127,0.16271832585334778,0.9706729136929291,0.9480541459491892,0.9777223020348919,0.9776984126984127,0.9776984126984127,0.9776984126984127,49,46.9842,268.175,33.522,2026-07-12T19:07:28+00:00
25000,50,3.97,0.9587281193044483,0.9777906938936711,0.9778571428571429,0.9778571428571429,0.16299165785312653,0.9725024753902682,0.9475659044801065,0.977879248064854,0.9778571428571429,0.9778571428571429,0.9778571428571429,50,45.6663,275.914,34.489,2026-07-12T19:07:28+00:00