whisper-small-finetune_egyptian / trainer_state.json
otozz's picture
Upload 9 files
9a2e6c6 verified
raw
history blame contribute delete
No virus
33.5 kB
{
"best_metric": 67.00100704934542,
"best_model_checkpoint": "./whisper-small-finetune_egyptian/checkpoint-3000",
"epoch": 2.8200789622109417,
"eval_steps": 1000,
"global_step": 5000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"grad_norm": 27.050291061401367,
"learning_rate": 5.000000000000001e-07,
"loss": 1.6686,
"step": 25
},
{
"epoch": 0.03,
"grad_norm": 30.311138153076172,
"learning_rate": 1.0000000000000002e-06,
"loss": 1.5534,
"step": 50
},
{
"epoch": 0.04,
"grad_norm": 28.575551986694336,
"learning_rate": 1.5e-06,
"loss": 1.5919,
"step": 75
},
{
"epoch": 0.06,
"grad_norm": 33.246788024902344,
"learning_rate": 2.0000000000000003e-06,
"loss": 1.6118,
"step": 100
},
{
"epoch": 0.07,
"grad_norm": 22.33919334411621,
"learning_rate": 2.5e-06,
"loss": 1.3478,
"step": 125
},
{
"epoch": 0.08,
"grad_norm": 23.980566024780273,
"learning_rate": 3e-06,
"loss": 1.4199,
"step": 150
},
{
"epoch": 0.1,
"grad_norm": 24.947845458984375,
"learning_rate": 3.5e-06,
"loss": 1.3642,
"step": 175
},
{
"epoch": 0.11,
"grad_norm": 19.380922317504883,
"learning_rate": 4.000000000000001e-06,
"loss": 1.3299,
"step": 200
},
{
"epoch": 0.13,
"grad_norm": 23.713611602783203,
"learning_rate": 4.5e-06,
"loss": 1.4656,
"step": 225
},
{
"epoch": 0.14,
"grad_norm": 24.127946853637695,
"learning_rate": 5e-06,
"loss": 1.3392,
"step": 250
},
{
"epoch": 0.16,
"grad_norm": 19.620635986328125,
"learning_rate": 5.500000000000001e-06,
"loss": 1.2386,
"step": 275
},
{
"epoch": 0.17,
"grad_norm": 30.834217071533203,
"learning_rate": 6e-06,
"loss": 1.2566,
"step": 300
},
{
"epoch": 0.18,
"grad_norm": 27.610654830932617,
"learning_rate": 6.5000000000000004e-06,
"loss": 1.3781,
"step": 325
},
{
"epoch": 0.2,
"grad_norm": 22.86842155456543,
"learning_rate": 7e-06,
"loss": 1.2213,
"step": 350
},
{
"epoch": 0.21,
"grad_norm": 17.04463768005371,
"learning_rate": 7.500000000000001e-06,
"loss": 1.1576,
"step": 375
},
{
"epoch": 0.23,
"grad_norm": 21.666824340820312,
"learning_rate": 8.000000000000001e-06,
"loss": 1.234,
"step": 400
},
{
"epoch": 0.24,
"grad_norm": 22.232830047607422,
"learning_rate": 8.5e-06,
"loss": 1.1243,
"step": 425
},
{
"epoch": 0.25,
"grad_norm": 22.612762451171875,
"learning_rate": 9e-06,
"loss": 1.1452,
"step": 450
},
{
"epoch": 0.27,
"grad_norm": 15.275314331054688,
"learning_rate": 9.5e-06,
"loss": 1.1841,
"step": 475
},
{
"epoch": 0.28,
"grad_norm": 15.876676559448242,
"learning_rate": 1e-05,
"loss": 1.2719,
"step": 500
},
{
"epoch": 0.3,
"grad_norm": 21.2716007232666,
"learning_rate": 9.944444444444445e-06,
"loss": 1.2149,
"step": 525
},
{
"epoch": 0.31,
"grad_norm": 22.795671463012695,
"learning_rate": 9.88888888888889e-06,
"loss": 1.2219,
"step": 550
},
{
"epoch": 0.32,
"grad_norm": 19.169240951538086,
"learning_rate": 9.833333333333333e-06,
"loss": 1.2376,
"step": 575
},
{
"epoch": 0.34,
"grad_norm": 15.571391105651855,
"learning_rate": 9.777777777777779e-06,
"loss": 1.1932,
"step": 600
},
{
"epoch": 0.35,
"grad_norm": 16.36895751953125,
"learning_rate": 9.722222222222223e-06,
"loss": 1.2936,
"step": 625
},
{
"epoch": 0.37,
"grad_norm": 21.461872100830078,
"learning_rate": 9.666666666666667e-06,
"loss": 1.2132,
"step": 650
},
{
"epoch": 0.38,
"grad_norm": 19.754638671875,
"learning_rate": 9.611111111111112e-06,
"loss": 1.182,
"step": 675
},
{
"epoch": 0.39,
"grad_norm": 15.755151748657227,
"learning_rate": 9.555555555555556e-06,
"loss": 1.1941,
"step": 700
},
{
"epoch": 0.41,
"grad_norm": 22.760698318481445,
"learning_rate": 9.5e-06,
"loss": 1.2489,
"step": 725
},
{
"epoch": 0.42,
"grad_norm": 18.82946014404297,
"learning_rate": 9.444444444444445e-06,
"loss": 1.1129,
"step": 750
},
{
"epoch": 0.44,
"grad_norm": 18.776079177856445,
"learning_rate": 9.38888888888889e-06,
"loss": 1.1889,
"step": 775
},
{
"epoch": 0.45,
"grad_norm": 19.27667999267578,
"learning_rate": 9.333333333333334e-06,
"loss": 1.1342,
"step": 800
},
{
"epoch": 0.47,
"grad_norm": 17.593551635742188,
"learning_rate": 9.277777777777778e-06,
"loss": 1.2009,
"step": 825
},
{
"epoch": 0.48,
"grad_norm": 19.147933959960938,
"learning_rate": 9.222222222222224e-06,
"loss": 1.1845,
"step": 850
},
{
"epoch": 0.49,
"grad_norm": 22.792325973510742,
"learning_rate": 9.166666666666666e-06,
"loss": 1.2317,
"step": 875
},
{
"epoch": 0.51,
"grad_norm": 18.69807243347168,
"learning_rate": 9.111111111111112e-06,
"loss": 1.0044,
"step": 900
},
{
"epoch": 0.52,
"grad_norm": 28.471355438232422,
"learning_rate": 9.055555555555556e-06,
"loss": 1.3067,
"step": 925
},
{
"epoch": 0.54,
"grad_norm": 18.05466079711914,
"learning_rate": 9e-06,
"loss": 1.1757,
"step": 950
},
{
"epoch": 0.55,
"grad_norm": 21.076562881469727,
"learning_rate": 8.944444444444446e-06,
"loss": 1.1317,
"step": 975
},
{
"epoch": 0.56,
"grad_norm": 19.519039154052734,
"learning_rate": 8.888888888888888e-06,
"loss": 1.1256,
"step": 1000
},
{
"epoch": 0.56,
"eval_cer": 42.770119634502464,
"eval_loss": 1.1109758615493774,
"eval_runtime": 907.6046,
"eval_samples_per_second": 3.907,
"eval_steps_per_second": 0.489,
"eval_wer": 71.8147029204431,
"step": 1000
},
{
"epoch": 0.58,
"grad_norm": 15.736879348754883,
"learning_rate": 8.833333333333334e-06,
"loss": 1.0697,
"step": 1025
},
{
"epoch": 0.59,
"grad_norm": 17.32091522216797,
"learning_rate": 8.777777777777778e-06,
"loss": 1.0977,
"step": 1050
},
{
"epoch": 0.61,
"grad_norm": 19.34945297241211,
"learning_rate": 8.722222222222224e-06,
"loss": 1.1967,
"step": 1075
},
{
"epoch": 0.62,
"grad_norm": 20.485715866088867,
"learning_rate": 8.666666666666668e-06,
"loss": 1.1102,
"step": 1100
},
{
"epoch": 0.63,
"grad_norm": 23.4635009765625,
"learning_rate": 8.611111111111112e-06,
"loss": 1.1413,
"step": 1125
},
{
"epoch": 0.65,
"grad_norm": 19.843730926513672,
"learning_rate": 8.555555555555556e-06,
"loss": 1.157,
"step": 1150
},
{
"epoch": 0.66,
"grad_norm": 21.161502838134766,
"learning_rate": 8.5e-06,
"loss": 1.0979,
"step": 1175
},
{
"epoch": 0.68,
"grad_norm": 20.150407791137695,
"learning_rate": 8.444444444444446e-06,
"loss": 1.2714,
"step": 1200
},
{
"epoch": 0.69,
"grad_norm": 17.049306869506836,
"learning_rate": 8.38888888888889e-06,
"loss": 1.0982,
"step": 1225
},
{
"epoch": 0.71,
"grad_norm": 19.597333908081055,
"learning_rate": 8.333333333333334e-06,
"loss": 1.0803,
"step": 1250
},
{
"epoch": 0.72,
"grad_norm": 17.46756935119629,
"learning_rate": 8.277777777777778e-06,
"loss": 1.0542,
"step": 1275
},
{
"epoch": 0.73,
"grad_norm": 16.63570213317871,
"learning_rate": 8.222222222222222e-06,
"loss": 1.0432,
"step": 1300
},
{
"epoch": 0.75,
"grad_norm": 16.54294204711914,
"learning_rate": 8.166666666666668e-06,
"loss": 0.9944,
"step": 1325
},
{
"epoch": 0.76,
"grad_norm": 10.231407165527344,
"learning_rate": 8.111111111111112e-06,
"loss": 1.1438,
"step": 1350
},
{
"epoch": 0.78,
"grad_norm": 17.762981414794922,
"learning_rate": 8.055555555555557e-06,
"loss": 1.1539,
"step": 1375
},
{
"epoch": 0.79,
"grad_norm": 13.66717529296875,
"learning_rate": 8.000000000000001e-06,
"loss": 1.0529,
"step": 1400
},
{
"epoch": 0.8,
"grad_norm": 17.681964874267578,
"learning_rate": 7.944444444444445e-06,
"loss": 1.158,
"step": 1425
},
{
"epoch": 0.82,
"grad_norm": 17.317996978759766,
"learning_rate": 7.88888888888889e-06,
"loss": 1.0955,
"step": 1450
},
{
"epoch": 0.83,
"grad_norm": 15.947030067443848,
"learning_rate": 7.833333333333333e-06,
"loss": 1.1302,
"step": 1475
},
{
"epoch": 0.85,
"grad_norm": 17.65252113342285,
"learning_rate": 7.77777777777778e-06,
"loss": 1.0589,
"step": 1500
},
{
"epoch": 0.86,
"grad_norm": 17.65298843383789,
"learning_rate": 7.722222222222223e-06,
"loss": 1.1063,
"step": 1525
},
{
"epoch": 0.87,
"grad_norm": 14.979933738708496,
"learning_rate": 7.666666666666667e-06,
"loss": 1.1141,
"step": 1550
},
{
"epoch": 0.89,
"grad_norm": 16.299774169921875,
"learning_rate": 7.611111111111111e-06,
"loss": 1.0243,
"step": 1575
},
{
"epoch": 0.9,
"grad_norm": 23.286108016967773,
"learning_rate": 7.555555555555556e-06,
"loss": 1.0325,
"step": 1600
},
{
"epoch": 0.92,
"grad_norm": 20.537403106689453,
"learning_rate": 7.500000000000001e-06,
"loss": 1.0279,
"step": 1625
},
{
"epoch": 0.93,
"grad_norm": 19.857568740844727,
"learning_rate": 7.444444444444445e-06,
"loss": 1.0283,
"step": 1650
},
{
"epoch": 0.94,
"grad_norm": 18.773427963256836,
"learning_rate": 7.38888888888889e-06,
"loss": 1.1405,
"step": 1675
},
{
"epoch": 0.96,
"grad_norm": 17.24260139465332,
"learning_rate": 7.333333333333333e-06,
"loss": 1.0614,
"step": 1700
},
{
"epoch": 0.97,
"grad_norm": 21.773202896118164,
"learning_rate": 7.277777777777778e-06,
"loss": 1.0629,
"step": 1725
},
{
"epoch": 0.99,
"grad_norm": 19.747053146362305,
"learning_rate": 7.222222222222223e-06,
"loss": 1.0446,
"step": 1750
},
{
"epoch": 1.0,
"grad_norm": 11.02785587310791,
"learning_rate": 7.166666666666667e-06,
"loss": 1.0765,
"step": 1775
},
{
"epoch": 1.02,
"grad_norm": 11.050880432128906,
"learning_rate": 7.111111111111112e-06,
"loss": 0.9379,
"step": 1800
},
{
"epoch": 1.03,
"grad_norm": 16.35251808166504,
"learning_rate": 7.055555555555557e-06,
"loss": 0.9255,
"step": 1825
},
{
"epoch": 1.04,
"grad_norm": 14.105949401855469,
"learning_rate": 7e-06,
"loss": 0.7552,
"step": 1850
},
{
"epoch": 1.06,
"grad_norm": 12.735761642456055,
"learning_rate": 6.944444444444445e-06,
"loss": 0.8187,
"step": 1875
},
{
"epoch": 1.07,
"grad_norm": 15.418607711791992,
"learning_rate": 6.88888888888889e-06,
"loss": 0.8395,
"step": 1900
},
{
"epoch": 1.09,
"grad_norm": 14.72042179107666,
"learning_rate": 6.833333333333334e-06,
"loss": 0.8058,
"step": 1925
},
{
"epoch": 1.1,
"grad_norm": 14.438790321350098,
"learning_rate": 6.777777777777779e-06,
"loss": 0.7582,
"step": 1950
},
{
"epoch": 1.11,
"grad_norm": 17.728883743286133,
"learning_rate": 6.7222222222222235e-06,
"loss": 0.7984,
"step": 1975
},
{
"epoch": 1.13,
"grad_norm": 19.346345901489258,
"learning_rate": 6.666666666666667e-06,
"loss": 0.7331,
"step": 2000
},
{
"epoch": 1.13,
"eval_cer": 51.86124281721983,
"eval_loss": 1.032954454421997,
"eval_runtime": 959.1561,
"eval_samples_per_second": 3.697,
"eval_steps_per_second": 0.463,
"eval_wer": 82.26384692849949,
"step": 2000
},
{
"epoch": 1.14,
"grad_norm": 14.71066665649414,
"learning_rate": 6.6111111111111115e-06,
"loss": 0.7684,
"step": 2025
},
{
"epoch": 1.16,
"grad_norm": 13.412025451660156,
"learning_rate": 6.555555555555556e-06,
"loss": 0.7742,
"step": 2050
},
{
"epoch": 1.17,
"grad_norm": 17.332744598388672,
"learning_rate": 6.5000000000000004e-06,
"loss": 0.8515,
"step": 2075
},
{
"epoch": 1.18,
"grad_norm": 14.944128036499023,
"learning_rate": 6.444444444444445e-06,
"loss": 0.8012,
"step": 2100
},
{
"epoch": 1.2,
"grad_norm": 18.193222045898438,
"learning_rate": 6.3888888888888885e-06,
"loss": 0.8217,
"step": 2125
},
{
"epoch": 1.21,
"grad_norm": 18.6146240234375,
"learning_rate": 6.333333333333333e-06,
"loss": 0.8732,
"step": 2150
},
{
"epoch": 1.23,
"grad_norm": 17.37205696105957,
"learning_rate": 6.277777777777778e-06,
"loss": 0.8824,
"step": 2175
},
{
"epoch": 1.24,
"grad_norm": 18.284181594848633,
"learning_rate": 6.222222222222223e-06,
"loss": 0.7562,
"step": 2200
},
{
"epoch": 1.25,
"grad_norm": 13.632092475891113,
"learning_rate": 6.166666666666667e-06,
"loss": 0.7502,
"step": 2225
},
{
"epoch": 1.27,
"grad_norm": 16.052021026611328,
"learning_rate": 6.111111111111112e-06,
"loss": 0.8167,
"step": 2250
},
{
"epoch": 1.28,
"grad_norm": 17.9954833984375,
"learning_rate": 6.055555555555555e-06,
"loss": 0.7396,
"step": 2275
},
{
"epoch": 1.3,
"grad_norm": 19.523056030273438,
"learning_rate": 6e-06,
"loss": 0.6644,
"step": 2300
},
{
"epoch": 1.31,
"grad_norm": 15.319243431091309,
"learning_rate": 5.944444444444445e-06,
"loss": 0.7699,
"step": 2325
},
{
"epoch": 1.33,
"grad_norm": 13.561873435974121,
"learning_rate": 5.88888888888889e-06,
"loss": 0.7416,
"step": 2350
},
{
"epoch": 1.34,
"grad_norm": 13.100536346435547,
"learning_rate": 5.833333333333334e-06,
"loss": 0.8497,
"step": 2375
},
{
"epoch": 1.35,
"grad_norm": 15.060547828674316,
"learning_rate": 5.777777777777778e-06,
"loss": 0.772,
"step": 2400
},
{
"epoch": 1.37,
"grad_norm": 15.338216781616211,
"learning_rate": 5.722222222222222e-06,
"loss": 0.7752,
"step": 2425
},
{
"epoch": 1.38,
"grad_norm": 12.978151321411133,
"learning_rate": 5.666666666666667e-06,
"loss": 0.8158,
"step": 2450
},
{
"epoch": 1.4,
"grad_norm": 16.481496810913086,
"learning_rate": 5.611111111111112e-06,
"loss": 0.7345,
"step": 2475
},
{
"epoch": 1.41,
"grad_norm": 15.723489761352539,
"learning_rate": 5.555555555555557e-06,
"loss": 0.8427,
"step": 2500
},
{
"epoch": 1.42,
"grad_norm": 15.024873733520508,
"learning_rate": 5.500000000000001e-06,
"loss": 0.6852,
"step": 2525
},
{
"epoch": 1.44,
"grad_norm": 14.445104598999023,
"learning_rate": 5.444444444444445e-06,
"loss": 0.8407,
"step": 2550
},
{
"epoch": 1.45,
"grad_norm": 18.344518661499023,
"learning_rate": 5.388888888888889e-06,
"loss": 0.7858,
"step": 2575
},
{
"epoch": 1.47,
"grad_norm": 15.053083419799805,
"learning_rate": 5.333333333333334e-06,
"loss": 0.8178,
"step": 2600
},
{
"epoch": 1.48,
"grad_norm": 15.452193260192871,
"learning_rate": 5.2777777777777785e-06,
"loss": 0.6985,
"step": 2625
},
{
"epoch": 1.49,
"grad_norm": 20.083093643188477,
"learning_rate": 5.2222222222222226e-06,
"loss": 0.7759,
"step": 2650
},
{
"epoch": 1.51,
"grad_norm": 17.425199508666992,
"learning_rate": 5.1666666666666675e-06,
"loss": 0.7553,
"step": 2675
},
{
"epoch": 1.52,
"grad_norm": 11.294227600097656,
"learning_rate": 5.1111111111111115e-06,
"loss": 0.7384,
"step": 2700
},
{
"epoch": 1.54,
"grad_norm": 11.263272285461426,
"learning_rate": 5.0555555555555555e-06,
"loss": 0.7835,
"step": 2725
},
{
"epoch": 1.55,
"grad_norm": 11.892974853515625,
"learning_rate": 5e-06,
"loss": 0.7622,
"step": 2750
},
{
"epoch": 1.57,
"grad_norm": 11.682631492614746,
"learning_rate": 4.944444444444445e-06,
"loss": 0.6707,
"step": 2775
},
{
"epoch": 1.58,
"grad_norm": 13.932768821716309,
"learning_rate": 4.888888888888889e-06,
"loss": 0.7527,
"step": 2800
},
{
"epoch": 1.59,
"grad_norm": 14.168807983398438,
"learning_rate": 4.833333333333333e-06,
"loss": 0.7444,
"step": 2825
},
{
"epoch": 1.61,
"grad_norm": 8.4957857131958,
"learning_rate": 4.777777777777778e-06,
"loss": 0.8083,
"step": 2850
},
{
"epoch": 1.62,
"grad_norm": 17.012508392333984,
"learning_rate": 4.722222222222222e-06,
"loss": 0.8356,
"step": 2875
},
{
"epoch": 1.64,
"grad_norm": 14.761796951293945,
"learning_rate": 4.666666666666667e-06,
"loss": 0.8432,
"step": 2900
},
{
"epoch": 1.65,
"grad_norm": 16.764440536499023,
"learning_rate": 4.611111111111112e-06,
"loss": 0.8869,
"step": 2925
},
{
"epoch": 1.66,
"grad_norm": 12.401867866516113,
"learning_rate": 4.555555555555556e-06,
"loss": 0.7753,
"step": 2950
},
{
"epoch": 1.68,
"grad_norm": 10.731365203857422,
"learning_rate": 4.5e-06,
"loss": 0.7484,
"step": 2975
},
{
"epoch": 1.69,
"grad_norm": 12.973823547363281,
"learning_rate": 4.444444444444444e-06,
"loss": 0.7332,
"step": 3000
},
{
"epoch": 1.69,
"eval_cer": 39.18814959022828,
"eval_loss": 0.994914174079895,
"eval_runtime": 889.7059,
"eval_samples_per_second": 3.986,
"eval_steps_per_second": 0.499,
"eval_wer": 67.00100704934542,
"step": 3000
},
{
"epoch": 1.71,
"grad_norm": 12.647448539733887,
"learning_rate": 4.388888888888889e-06,
"loss": 0.7481,
"step": 3025
},
{
"epoch": 1.72,
"grad_norm": 16.329065322875977,
"learning_rate": 4.333333333333334e-06,
"loss": 0.7734,
"step": 3050
},
{
"epoch": 1.73,
"grad_norm": 13.567760467529297,
"learning_rate": 4.277777777777778e-06,
"loss": 0.7122,
"step": 3075
},
{
"epoch": 1.75,
"grad_norm": 12.22362232208252,
"learning_rate": 4.222222222222223e-06,
"loss": 0.7515,
"step": 3100
},
{
"epoch": 1.76,
"grad_norm": 18.0850772857666,
"learning_rate": 4.166666666666667e-06,
"loss": 0.6836,
"step": 3125
},
{
"epoch": 1.78,
"grad_norm": 24.46388816833496,
"learning_rate": 4.111111111111111e-06,
"loss": 0.8578,
"step": 3150
},
{
"epoch": 1.79,
"grad_norm": 15.071797370910645,
"learning_rate": 4.055555555555556e-06,
"loss": 0.7447,
"step": 3175
},
{
"epoch": 1.8,
"grad_norm": 12.878135681152344,
"learning_rate": 4.000000000000001e-06,
"loss": 0.7035,
"step": 3200
},
{
"epoch": 1.82,
"grad_norm": 14.950927734375,
"learning_rate": 3.944444444444445e-06,
"loss": 0.7605,
"step": 3225
},
{
"epoch": 1.83,
"grad_norm": 15.3999605178833,
"learning_rate": 3.88888888888889e-06,
"loss": 0.7413,
"step": 3250
},
{
"epoch": 1.85,
"grad_norm": 14.097206115722656,
"learning_rate": 3.833333333333334e-06,
"loss": 0.7473,
"step": 3275
},
{
"epoch": 1.86,
"grad_norm": 15.387040138244629,
"learning_rate": 3.777777777777778e-06,
"loss": 0.716,
"step": 3300
},
{
"epoch": 1.88,
"grad_norm": 20.502208709716797,
"learning_rate": 3.7222222222222225e-06,
"loss": 0.7577,
"step": 3325
},
{
"epoch": 1.89,
"grad_norm": 16.519433975219727,
"learning_rate": 3.6666666666666666e-06,
"loss": 0.6927,
"step": 3350
},
{
"epoch": 1.9,
"grad_norm": 15.588461875915527,
"learning_rate": 3.6111111111111115e-06,
"loss": 0.7123,
"step": 3375
},
{
"epoch": 1.92,
"grad_norm": 12.752546310424805,
"learning_rate": 3.555555555555556e-06,
"loss": 0.8407,
"step": 3400
},
{
"epoch": 1.93,
"grad_norm": 15.805379867553711,
"learning_rate": 3.5e-06,
"loss": 0.751,
"step": 3425
},
{
"epoch": 1.95,
"grad_norm": 13.27651596069336,
"learning_rate": 3.444444444444445e-06,
"loss": 0.8211,
"step": 3450
},
{
"epoch": 1.96,
"grad_norm": 11.968923568725586,
"learning_rate": 3.3888888888888893e-06,
"loss": 0.6975,
"step": 3475
},
{
"epoch": 1.97,
"grad_norm": 13.906292915344238,
"learning_rate": 3.3333333333333333e-06,
"loss": 0.8429,
"step": 3500
},
{
"epoch": 1.99,
"grad_norm": 13.810843467712402,
"learning_rate": 3.277777777777778e-06,
"loss": 0.7043,
"step": 3525
},
{
"epoch": 2.0,
"grad_norm": 14.037764549255371,
"learning_rate": 3.2222222222222227e-06,
"loss": 0.6782,
"step": 3550
},
{
"epoch": 2.02,
"grad_norm": 8.811666488647461,
"learning_rate": 3.1666666666666667e-06,
"loss": 0.5169,
"step": 3575
},
{
"epoch": 2.03,
"grad_norm": 12.727725982666016,
"learning_rate": 3.1111111111111116e-06,
"loss": 0.5087,
"step": 3600
},
{
"epoch": 2.04,
"grad_norm": 13.598219871520996,
"learning_rate": 3.055555555555556e-06,
"loss": 0.6104,
"step": 3625
},
{
"epoch": 2.06,
"grad_norm": 12.1933012008667,
"learning_rate": 3e-06,
"loss": 0.5486,
"step": 3650
},
{
"epoch": 2.07,
"grad_norm": 7.250199317932129,
"learning_rate": 2.944444444444445e-06,
"loss": 0.473,
"step": 3675
},
{
"epoch": 2.09,
"grad_norm": 11.98234748840332,
"learning_rate": 2.888888888888889e-06,
"loss": 0.5483,
"step": 3700
},
{
"epoch": 2.1,
"grad_norm": 15.183174133300781,
"learning_rate": 2.8333333333333335e-06,
"loss": 0.5781,
"step": 3725
},
{
"epoch": 2.12,
"grad_norm": 14.038616180419922,
"learning_rate": 2.7777777777777783e-06,
"loss": 0.5383,
"step": 3750
},
{
"epoch": 2.13,
"grad_norm": 11.775838851928711,
"learning_rate": 2.7222222222222224e-06,
"loss": 0.6216,
"step": 3775
},
{
"epoch": 2.14,
"grad_norm": 11.929536819458008,
"learning_rate": 2.666666666666667e-06,
"loss": 0.4929,
"step": 3800
},
{
"epoch": 2.16,
"grad_norm": 13.312314987182617,
"learning_rate": 2.6111111111111113e-06,
"loss": 0.4658,
"step": 3825
},
{
"epoch": 2.17,
"grad_norm": 15.442246437072754,
"learning_rate": 2.5555555555555557e-06,
"loss": 0.498,
"step": 3850
},
{
"epoch": 2.19,
"grad_norm": 10.368426322937012,
"learning_rate": 2.5e-06,
"loss": 0.5588,
"step": 3875
},
{
"epoch": 2.2,
"grad_norm": 9.702683448791504,
"learning_rate": 2.4444444444444447e-06,
"loss": 0.5221,
"step": 3900
},
{
"epoch": 2.21,
"grad_norm": 12.07742977142334,
"learning_rate": 2.388888888888889e-06,
"loss": 0.5033,
"step": 3925
},
{
"epoch": 2.23,
"grad_norm": 15.718260765075684,
"learning_rate": 2.3333333333333336e-06,
"loss": 0.5913,
"step": 3950
},
{
"epoch": 2.24,
"grad_norm": 10.115168571472168,
"learning_rate": 2.277777777777778e-06,
"loss": 0.5117,
"step": 3975
},
{
"epoch": 2.26,
"grad_norm": 9.728811264038086,
"learning_rate": 2.222222222222222e-06,
"loss": 0.5493,
"step": 4000
},
{
"epoch": 2.26,
"eval_cer": 41.269978333909,
"eval_loss": 1.0036817789077759,
"eval_runtime": 911.3291,
"eval_samples_per_second": 3.891,
"eval_steps_per_second": 0.487,
"eval_wer": 68.10473313192347,
"step": 4000
},
{
"epoch": 2.27,
"grad_norm": 12.741899490356445,
"learning_rate": 2.166666666666667e-06,
"loss": 0.4817,
"step": 4025
},
{
"epoch": 2.28,
"grad_norm": 14.738693237304688,
"learning_rate": 2.1111111111111114e-06,
"loss": 0.5172,
"step": 4050
},
{
"epoch": 2.3,
"grad_norm": 10.202011108398438,
"learning_rate": 2.0555555555555555e-06,
"loss": 0.4856,
"step": 4075
},
{
"epoch": 2.31,
"grad_norm": 11.9408597946167,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.527,
"step": 4100
},
{
"epoch": 2.33,
"grad_norm": 8.329051971435547,
"learning_rate": 1.944444444444445e-06,
"loss": 0.432,
"step": 4125
},
{
"epoch": 2.34,
"grad_norm": 12.512899398803711,
"learning_rate": 1.888888888888889e-06,
"loss": 0.4836,
"step": 4150
},
{
"epoch": 2.35,
"grad_norm": 8.79201889038086,
"learning_rate": 1.8333333333333333e-06,
"loss": 0.52,
"step": 4175
},
{
"epoch": 2.37,
"grad_norm": 15.417551040649414,
"learning_rate": 1.777777777777778e-06,
"loss": 0.5239,
"step": 4200
},
{
"epoch": 2.38,
"grad_norm": 10.516593933105469,
"learning_rate": 1.7222222222222224e-06,
"loss": 0.5497,
"step": 4225
},
{
"epoch": 2.4,
"grad_norm": 11.659682273864746,
"learning_rate": 1.6666666666666667e-06,
"loss": 0.4883,
"step": 4250
},
{
"epoch": 2.41,
"grad_norm": 15.743680000305176,
"learning_rate": 1.6111111111111113e-06,
"loss": 0.5215,
"step": 4275
},
{
"epoch": 2.43,
"grad_norm": 15.303753852844238,
"learning_rate": 1.5555555555555558e-06,
"loss": 0.5714,
"step": 4300
},
{
"epoch": 2.44,
"grad_norm": 13.083234786987305,
"learning_rate": 1.5e-06,
"loss": 0.479,
"step": 4325
},
{
"epoch": 2.45,
"grad_norm": 7.123412132263184,
"learning_rate": 1.4444444444444445e-06,
"loss": 0.4791,
"step": 4350
},
{
"epoch": 2.47,
"grad_norm": 14.159947395324707,
"learning_rate": 1.3888888888888892e-06,
"loss": 0.6012,
"step": 4375
},
{
"epoch": 2.48,
"grad_norm": 16.015972137451172,
"learning_rate": 1.3333333333333334e-06,
"loss": 0.4877,
"step": 4400
},
{
"epoch": 2.5,
"grad_norm": 14.357626914978027,
"learning_rate": 1.2777777777777779e-06,
"loss": 0.5159,
"step": 4425
},
{
"epoch": 2.51,
"grad_norm": 7.9363274574279785,
"learning_rate": 1.2222222222222223e-06,
"loss": 0.523,
"step": 4450
},
{
"epoch": 2.52,
"grad_norm": 15.333666801452637,
"learning_rate": 1.1666666666666668e-06,
"loss": 0.5083,
"step": 4475
},
{
"epoch": 2.54,
"grad_norm": 19.310766220092773,
"learning_rate": 1.111111111111111e-06,
"loss": 0.5721,
"step": 4500
},
{
"epoch": 2.55,
"grad_norm": 16.54596710205078,
"learning_rate": 1.0555555555555557e-06,
"loss": 0.6224,
"step": 4525
},
{
"epoch": 2.57,
"grad_norm": 10.166070938110352,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.5366,
"step": 4550
},
{
"epoch": 2.58,
"grad_norm": 12.599578857421875,
"learning_rate": 9.444444444444445e-07,
"loss": 0.4959,
"step": 4575
},
{
"epoch": 2.59,
"grad_norm": 7.448824405670166,
"learning_rate": 8.88888888888889e-07,
"loss": 0.4986,
"step": 4600
},
{
"epoch": 2.61,
"grad_norm": 11.634490013122559,
"learning_rate": 8.333333333333333e-07,
"loss": 0.4859,
"step": 4625
},
{
"epoch": 2.62,
"grad_norm": 10.882704734802246,
"learning_rate": 7.777777777777779e-07,
"loss": 0.5328,
"step": 4650
},
{
"epoch": 2.64,
"grad_norm": 9.251214027404785,
"learning_rate": 7.222222222222222e-07,
"loss": 0.5354,
"step": 4675
},
{
"epoch": 2.65,
"grad_norm": 15.835794448852539,
"learning_rate": 6.666666666666667e-07,
"loss": 0.5906,
"step": 4700
},
{
"epoch": 2.66,
"grad_norm": 11.154616355895996,
"learning_rate": 6.111111111111112e-07,
"loss": 0.5786,
"step": 4725
},
{
"epoch": 2.68,
"grad_norm": 13.227851867675781,
"learning_rate": 5.555555555555555e-07,
"loss": 0.4945,
"step": 4750
},
{
"epoch": 2.69,
"grad_norm": 13.796296119689941,
"learning_rate": 5.000000000000001e-07,
"loss": 0.5045,
"step": 4775
},
{
"epoch": 2.71,
"grad_norm": 13.530144691467285,
"learning_rate": 4.444444444444445e-07,
"loss": 0.5801,
"step": 4800
},
{
"epoch": 2.72,
"grad_norm": 7.212181091308594,
"learning_rate": 3.8888888888888895e-07,
"loss": 0.4827,
"step": 4825
},
{
"epoch": 2.74,
"grad_norm": 15.471014022827148,
"learning_rate": 3.3333333333333335e-07,
"loss": 0.5754,
"step": 4850
},
{
"epoch": 2.75,
"grad_norm": 14.308059692382812,
"learning_rate": 2.7777777777777776e-07,
"loss": 0.5391,
"step": 4875
},
{
"epoch": 2.76,
"grad_norm": 10.918014526367188,
"learning_rate": 2.2222222222222224e-07,
"loss": 0.6082,
"step": 4900
},
{
"epoch": 2.78,
"grad_norm": 7.789730072021484,
"learning_rate": 1.6666666666666668e-07,
"loss": 0.4707,
"step": 4925
},
{
"epoch": 2.79,
"grad_norm": 12.3082275390625,
"learning_rate": 1.1111111111111112e-07,
"loss": 0.552,
"step": 4950
},
{
"epoch": 2.81,
"grad_norm": 15.524524688720703,
"learning_rate": 5.555555555555556e-08,
"loss": 0.4998,
"step": 4975
},
{
"epoch": 2.82,
"grad_norm": 11.517424583435059,
"learning_rate": 0.0,
"loss": 0.4667,
"step": 5000
},
{
"epoch": 2.82,
"eval_cer": 42.82114484880836,
"eval_loss": 0.9976443648338318,
"eval_runtime": 928.1561,
"eval_samples_per_second": 3.82,
"eval_steps_per_second": 0.478,
"eval_wer": 70.0221550855992,
"step": 5000
}
],
"logging_steps": 25,
"max_steps": 5000,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 1000,
"total_flos": 1.154110732959744e+19,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}