charsiu's picture
Upload folder using huggingface_hub
fcc50e4 verified
{
"best_metric": 0.48120656465137523,
"best_model_checkpoint": "./whisper_base_finetuned/checkpoint-1946",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 9730,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.010277492291880781,
"grad_norm": 78.41651916503906,
"learning_rate": 1.0000000000000001e-07,
"loss": 3.3505,
"step": 10
},
{
"epoch": 0.020554984583761562,
"grad_norm": 74.72834777832031,
"learning_rate": 3.0000000000000004e-07,
"loss": 3.2167,
"step": 20
},
{
"epoch": 0.030832476875642344,
"grad_norm": 48.560585021972656,
"learning_rate": 5.000000000000001e-07,
"loss": 2.9513,
"step": 30
},
{
"epoch": 0.041109969167523124,
"grad_norm": 30.085025787353516,
"learning_rate": 7.000000000000001e-07,
"loss": 2.6321,
"step": 40
},
{
"epoch": 0.051387461459403906,
"grad_norm": 21.896045684814453,
"learning_rate": 9.000000000000001e-07,
"loss": 2.376,
"step": 50
},
{
"epoch": 0.06166495375128469,
"grad_norm": 16.388851165771484,
"learning_rate": 1.1e-06,
"loss": 2.1473,
"step": 60
},
{
"epoch": 0.07194244604316546,
"grad_norm": 15.245757102966309,
"learning_rate": 1.3e-06,
"loss": 1.9096,
"step": 70
},
{
"epoch": 0.08221993833504625,
"grad_norm": 12.178542137145996,
"learning_rate": 1.5e-06,
"loss": 1.7493,
"step": 80
},
{
"epoch": 0.09249743062692703,
"grad_norm": 9.62636947631836,
"learning_rate": 1.7000000000000002e-06,
"loss": 1.5233,
"step": 90
},
{
"epoch": 0.10277492291880781,
"grad_norm": 9.04529094696045,
"learning_rate": 1.9000000000000002e-06,
"loss": 1.3753,
"step": 100
},
{
"epoch": 0.1130524152106886,
"grad_norm": 8.049132347106934,
"learning_rate": 2.1000000000000002e-06,
"loss": 1.2293,
"step": 110
},
{
"epoch": 0.12332990750256938,
"grad_norm": 7.2756147384643555,
"learning_rate": 2.3000000000000004e-06,
"loss": 1.1131,
"step": 120
},
{
"epoch": 0.13360739979445016,
"grad_norm": 7.049572944641113,
"learning_rate": 2.5e-06,
"loss": 1.1889,
"step": 130
},
{
"epoch": 0.14388489208633093,
"grad_norm": 6.429234981536865,
"learning_rate": 2.7000000000000004e-06,
"loss": 1.0655,
"step": 140
},
{
"epoch": 0.15416238437821173,
"grad_norm": 6.281942844390869,
"learning_rate": 2.9e-06,
"loss": 0.9696,
"step": 150
},
{
"epoch": 0.1644398766700925,
"grad_norm": 6.72721004486084,
"learning_rate": 3.1000000000000004e-06,
"loss": 1.0683,
"step": 160
},
{
"epoch": 0.1747173689619733,
"grad_norm": 5.773904800415039,
"learning_rate": 3.3000000000000006e-06,
"loss": 1.0132,
"step": 170
},
{
"epoch": 0.18499486125385406,
"grad_norm": 6.2021870613098145,
"learning_rate": 3.5e-06,
"loss": 0.9325,
"step": 180
},
{
"epoch": 0.19527235354573483,
"grad_norm": 6.268314838409424,
"learning_rate": 3.7e-06,
"loss": 0.8658,
"step": 190
},
{
"epoch": 0.20554984583761562,
"grad_norm": 6.014781951904297,
"learning_rate": 3.900000000000001e-06,
"loss": 0.9349,
"step": 200
},
{
"epoch": 0.2158273381294964,
"grad_norm": 7.0086188316345215,
"learning_rate": 4.1e-06,
"loss": 0.9347,
"step": 210
},
{
"epoch": 0.2261048304213772,
"grad_norm": 6.318301200866699,
"learning_rate": 4.3e-06,
"loss": 0.8023,
"step": 220
},
{
"epoch": 0.23638232271325796,
"grad_norm": 5.627261638641357,
"learning_rate": 4.5e-06,
"loss": 0.871,
"step": 230
},
{
"epoch": 0.24665981500513876,
"grad_norm": 5.793784141540527,
"learning_rate": 4.7e-06,
"loss": 0.8654,
"step": 240
},
{
"epoch": 0.2569373072970195,
"grad_norm": 5.449838638305664,
"learning_rate": 4.9000000000000005e-06,
"loss": 0.7499,
"step": 250
},
{
"epoch": 0.2672147995889003,
"grad_norm": 4.993557453155518,
"learning_rate": 5.1e-06,
"loss": 0.7281,
"step": 260
},
{
"epoch": 0.2774922918807811,
"grad_norm": 6.478201866149902,
"learning_rate": 5.300000000000001e-06,
"loss": 0.7543,
"step": 270
},
{
"epoch": 0.28776978417266186,
"grad_norm": 5.355103492736816,
"learning_rate": 5.500000000000001e-06,
"loss": 0.7545,
"step": 280
},
{
"epoch": 0.29804727646454265,
"grad_norm": 4.926327228546143,
"learning_rate": 5.7e-06,
"loss": 0.7397,
"step": 290
},
{
"epoch": 0.30832476875642345,
"grad_norm": 5.97158145904541,
"learning_rate": 5.9e-06,
"loss": 0.7262,
"step": 300
},
{
"epoch": 0.3186022610483042,
"grad_norm": 5.3029584884643555,
"learning_rate": 6.1e-06,
"loss": 0.7085,
"step": 310
},
{
"epoch": 0.328879753340185,
"grad_norm": 4.928351879119873,
"learning_rate": 6.300000000000001e-06,
"loss": 0.6726,
"step": 320
},
{
"epoch": 0.3391572456320658,
"grad_norm": 5.714938640594482,
"learning_rate": 6.5000000000000004e-06,
"loss": 0.6985,
"step": 330
},
{
"epoch": 0.3494347379239466,
"grad_norm": 4.394782543182373,
"learning_rate": 6.700000000000001e-06,
"loss": 0.6555,
"step": 340
},
{
"epoch": 0.3597122302158273,
"grad_norm": 4.944245338439941,
"learning_rate": 6.9e-06,
"loss": 0.6629,
"step": 350
},
{
"epoch": 0.3699897225077081,
"grad_norm": 5.048007965087891,
"learning_rate": 7.100000000000001e-06,
"loss": 0.65,
"step": 360
},
{
"epoch": 0.3802672147995889,
"grad_norm": 5.267819404602051,
"learning_rate": 7.3e-06,
"loss": 0.5775,
"step": 370
},
{
"epoch": 0.39054470709146966,
"grad_norm": 5.552557945251465,
"learning_rate": 7.500000000000001e-06,
"loss": 0.683,
"step": 380
},
{
"epoch": 0.40082219938335045,
"grad_norm": 4.37172269821167,
"learning_rate": 7.7e-06,
"loss": 0.5931,
"step": 390
},
{
"epoch": 0.41109969167523125,
"grad_norm": 5.033542156219482,
"learning_rate": 7.9e-06,
"loss": 0.6662,
"step": 400
},
{
"epoch": 0.42137718396711205,
"grad_norm": 4.7163190841674805,
"learning_rate": 8.1e-06,
"loss": 0.7605,
"step": 410
},
{
"epoch": 0.4316546762589928,
"grad_norm": 5.401676177978516,
"learning_rate": 8.3e-06,
"loss": 0.5939,
"step": 420
},
{
"epoch": 0.4419321685508736,
"grad_norm": 5.293227672576904,
"learning_rate": 8.5e-06,
"loss": 0.6061,
"step": 430
},
{
"epoch": 0.4522096608427544,
"grad_norm": 5.0345940589904785,
"learning_rate": 8.700000000000001e-06,
"loss": 0.5386,
"step": 440
},
{
"epoch": 0.4624871531346352,
"grad_norm": 4.590668678283691,
"learning_rate": 8.900000000000001e-06,
"loss": 0.5455,
"step": 450
},
{
"epoch": 0.4727646454265159,
"grad_norm": 5.621304512023926,
"learning_rate": 9.100000000000001e-06,
"loss": 0.514,
"step": 460
},
{
"epoch": 0.4830421377183967,
"grad_norm": 5.061606407165527,
"learning_rate": 9.3e-06,
"loss": 0.5945,
"step": 470
},
{
"epoch": 0.4933196300102775,
"grad_norm": 4.499748229980469,
"learning_rate": 9.5e-06,
"loss": 0.5241,
"step": 480
},
{
"epoch": 0.5035971223021583,
"grad_norm": 4.244873523712158,
"learning_rate": 9.7e-06,
"loss": 0.5179,
"step": 490
},
{
"epoch": 0.513874614594039,
"grad_norm": 5.057434558868408,
"learning_rate": 9.9e-06,
"loss": 0.5744,
"step": 500
},
{
"epoch": 0.5241521068859198,
"grad_norm": 5.502700328826904,
"learning_rate": 9.994582881906827e-06,
"loss": 0.5752,
"step": 510
},
{
"epoch": 0.5344295991778006,
"grad_norm": 4.976474285125732,
"learning_rate": 9.983748645720479e-06,
"loss": 0.6109,
"step": 520
},
{
"epoch": 0.5447070914696814,
"grad_norm": 4.148839473724365,
"learning_rate": 9.972914409534129e-06,
"loss": 0.5643,
"step": 530
},
{
"epoch": 0.5549845837615622,
"grad_norm": 3.930744171142578,
"learning_rate": 9.96208017334778e-06,
"loss": 0.4671,
"step": 540
},
{
"epoch": 0.5652620760534429,
"grad_norm": 5.741941928863525,
"learning_rate": 9.95124593716143e-06,
"loss": 0.5608,
"step": 550
},
{
"epoch": 0.5755395683453237,
"grad_norm": 4.145395755767822,
"learning_rate": 9.940411700975083e-06,
"loss": 0.4698,
"step": 560
},
{
"epoch": 0.5858170606372045,
"grad_norm": 4.2532830238342285,
"learning_rate": 9.929577464788733e-06,
"loss": 0.4084,
"step": 570
},
{
"epoch": 0.5960945529290853,
"grad_norm": 4.680564880371094,
"learning_rate": 9.918743228602385e-06,
"loss": 0.6091,
"step": 580
},
{
"epoch": 0.6063720452209661,
"grad_norm": 3.8156168460845947,
"learning_rate": 9.907908992416035e-06,
"loss": 0.5567,
"step": 590
},
{
"epoch": 0.6166495375128469,
"grad_norm": 4.722325801849365,
"learning_rate": 9.897074756229687e-06,
"loss": 0.5543,
"step": 600
},
{
"epoch": 0.6269270298047277,
"grad_norm": 5.177743911743164,
"learning_rate": 9.886240520043338e-06,
"loss": 0.477,
"step": 610
},
{
"epoch": 0.6372045220966084,
"grad_norm": 4.9859209060668945,
"learning_rate": 9.875406283856989e-06,
"loss": 0.4592,
"step": 620
},
{
"epoch": 0.6474820143884892,
"grad_norm": 4.872037887573242,
"learning_rate": 9.86457204767064e-06,
"loss": 0.5632,
"step": 630
},
{
"epoch": 0.65775950668037,
"grad_norm": 4.967211723327637,
"learning_rate": 9.85373781148429e-06,
"loss": 0.5553,
"step": 640
},
{
"epoch": 0.6680369989722508,
"grad_norm": 4.748555660247803,
"learning_rate": 9.842903575297942e-06,
"loss": 0.5228,
"step": 650
},
{
"epoch": 0.6783144912641316,
"grad_norm": 4.945960521697998,
"learning_rate": 9.832069339111592e-06,
"loss": 0.5018,
"step": 660
},
{
"epoch": 0.6885919835560124,
"grad_norm": 3.7931437492370605,
"learning_rate": 9.821235102925244e-06,
"loss": 0.5347,
"step": 670
},
{
"epoch": 0.6988694758478932,
"grad_norm": 4.149494171142578,
"learning_rate": 9.810400866738896e-06,
"loss": 0.413,
"step": 680
},
{
"epoch": 0.7091469681397738,
"grad_norm": 4.979891300201416,
"learning_rate": 9.799566630552548e-06,
"loss": 0.4836,
"step": 690
},
{
"epoch": 0.7194244604316546,
"grad_norm": 5.043586730957031,
"learning_rate": 9.788732394366198e-06,
"loss": 0.5286,
"step": 700
},
{
"epoch": 0.7297019527235354,
"grad_norm": 4.017364978790283,
"learning_rate": 9.77789815817985e-06,
"loss": 0.3785,
"step": 710
},
{
"epoch": 0.7399794450154162,
"grad_norm": 4.4453959465026855,
"learning_rate": 9.7670639219935e-06,
"loss": 0.52,
"step": 720
},
{
"epoch": 0.750256937307297,
"grad_norm": 4.624840259552002,
"learning_rate": 9.756229685807152e-06,
"loss": 0.5339,
"step": 730
},
{
"epoch": 0.7605344295991778,
"grad_norm": 4.6119771003723145,
"learning_rate": 9.745395449620802e-06,
"loss": 0.4857,
"step": 740
},
{
"epoch": 0.7708119218910586,
"grad_norm": 4.147925853729248,
"learning_rate": 9.734561213434454e-06,
"loss": 0.4363,
"step": 750
},
{
"epoch": 0.7810894141829393,
"grad_norm": 5.529519557952881,
"learning_rate": 9.723726977248104e-06,
"loss": 0.5206,
"step": 760
},
{
"epoch": 0.7913669064748201,
"grad_norm": 3.9015376567840576,
"learning_rate": 9.712892741061756e-06,
"loss": 0.4836,
"step": 770
},
{
"epoch": 0.8016443987667009,
"grad_norm": 4.5102057456970215,
"learning_rate": 9.702058504875406e-06,
"loss": 0.4437,
"step": 780
},
{
"epoch": 0.8119218910585817,
"grad_norm": 5.272336006164551,
"learning_rate": 9.691224268689058e-06,
"loss": 0.4402,
"step": 790
},
{
"epoch": 0.8221993833504625,
"grad_norm": 4.404648303985596,
"learning_rate": 9.68039003250271e-06,
"loss": 0.4443,
"step": 800
},
{
"epoch": 0.8324768756423433,
"grad_norm": 4.636880397796631,
"learning_rate": 9.66955579631636e-06,
"loss": 0.4943,
"step": 810
},
{
"epoch": 0.8427543679342241,
"grad_norm": 4.826484203338623,
"learning_rate": 9.658721560130012e-06,
"loss": 0.5385,
"step": 820
},
{
"epoch": 0.8530318602261048,
"grad_norm": 4.46310567855835,
"learning_rate": 9.647887323943664e-06,
"loss": 0.413,
"step": 830
},
{
"epoch": 0.8633093525179856,
"grad_norm": 4.603589057922363,
"learning_rate": 9.637053087757314e-06,
"loss": 0.4801,
"step": 840
},
{
"epoch": 0.8735868448098664,
"grad_norm": 3.7884819507598877,
"learning_rate": 9.626218851570966e-06,
"loss": 0.4294,
"step": 850
},
{
"epoch": 0.8838643371017472,
"grad_norm": 3.0480997562408447,
"learning_rate": 9.615384615384616e-06,
"loss": 0.4737,
"step": 860
},
{
"epoch": 0.894141829393628,
"grad_norm": 4.840622901916504,
"learning_rate": 9.604550379198268e-06,
"loss": 0.4806,
"step": 870
},
{
"epoch": 0.9044193216855088,
"grad_norm": 4.64235782623291,
"learning_rate": 9.59371614301192e-06,
"loss": 0.5359,
"step": 880
},
{
"epoch": 0.9146968139773896,
"grad_norm": 4.615347385406494,
"learning_rate": 9.58288190682557e-06,
"loss": 0.4526,
"step": 890
},
{
"epoch": 0.9249743062692704,
"grad_norm": 4.345542907714844,
"learning_rate": 9.572047670639221e-06,
"loss": 0.5112,
"step": 900
},
{
"epoch": 0.935251798561151,
"grad_norm": 3.5318965911865234,
"learning_rate": 9.561213434452872e-06,
"loss": 0.455,
"step": 910
},
{
"epoch": 0.9455292908530318,
"grad_norm": 4.852155685424805,
"learning_rate": 9.550379198266523e-06,
"loss": 0.5012,
"step": 920
},
{
"epoch": 0.9558067831449126,
"grad_norm": 4.666072368621826,
"learning_rate": 9.539544962080174e-06,
"loss": 0.4781,
"step": 930
},
{
"epoch": 0.9660842754367934,
"grad_norm": 4.7242865562438965,
"learning_rate": 9.528710725893825e-06,
"loss": 0.5102,
"step": 940
},
{
"epoch": 0.9763617677286742,
"grad_norm": 3.9831533432006836,
"learning_rate": 9.517876489707475e-06,
"loss": 0.416,
"step": 950
},
{
"epoch": 0.986639260020555,
"grad_norm": 4.294024467468262,
"learning_rate": 9.507042253521127e-06,
"loss": 0.4254,
"step": 960
},
{
"epoch": 0.9969167523124358,
"grad_norm": 4.132877826690674,
"learning_rate": 9.496208017334777e-06,
"loss": 0.4111,
"step": 970
},
{
"epoch": 1.0,
"eval_loss": 0.4590415954589844,
"eval_runtime": 1119.5991,
"eval_samples_per_second": 5.241,
"eval_steps_per_second": 0.164,
"eval_wer": 0.45510457111161867,
"step": 973
},
{
"epoch": 1.0071942446043165,
"grad_norm": 3.725668430328369,
"learning_rate": 9.485373781148431e-06,
"loss": 0.3556,
"step": 980
},
{
"epoch": 1.0174717368961974,
"grad_norm": 4.162373065948486,
"learning_rate": 9.474539544962081e-06,
"loss": 0.3531,
"step": 990
},
{
"epoch": 1.027749229188078,
"grad_norm": 3.697767734527588,
"learning_rate": 9.463705308775733e-06,
"loss": 0.3627,
"step": 1000
},
{
"epoch": 1.0380267214799588,
"grad_norm": 4.862727642059326,
"learning_rate": 9.452871072589383e-06,
"loss": 0.4393,
"step": 1010
},
{
"epoch": 1.0483042137718397,
"grad_norm": 4.021687030792236,
"learning_rate": 9.442036836403035e-06,
"loss": 0.4544,
"step": 1020
},
{
"epoch": 1.0585817060637204,
"grad_norm": 3.82734751701355,
"learning_rate": 9.431202600216685e-06,
"loss": 0.3937,
"step": 1030
},
{
"epoch": 1.0688591983556013,
"grad_norm": 3.5762205123901367,
"learning_rate": 9.420368364030337e-06,
"loss": 0.4722,
"step": 1040
},
{
"epoch": 1.079136690647482,
"grad_norm": 4.2156147956848145,
"learning_rate": 9.409534127843987e-06,
"loss": 0.3398,
"step": 1050
},
{
"epoch": 1.0894141829393629,
"grad_norm": 4.575065612792969,
"learning_rate": 9.398699891657639e-06,
"loss": 0.3457,
"step": 1060
},
{
"epoch": 1.0996916752312436,
"grad_norm": 3.8678557872772217,
"learning_rate": 9.387865655471289e-06,
"loss": 0.3178,
"step": 1070
},
{
"epoch": 1.1099691675231242,
"grad_norm": 4.01522970199585,
"learning_rate": 9.377031419284941e-06,
"loss": 0.4911,
"step": 1080
},
{
"epoch": 1.1202466598150052,
"grad_norm": 4.648536205291748,
"learning_rate": 9.366197183098593e-06,
"loss": 0.4531,
"step": 1090
},
{
"epoch": 1.1305241521068858,
"grad_norm": 4.106440544128418,
"learning_rate": 9.355362946912243e-06,
"loss": 0.3942,
"step": 1100
},
{
"epoch": 1.1408016443987667,
"grad_norm": 4.35145378112793,
"learning_rate": 9.344528710725895e-06,
"loss": 0.4071,
"step": 1110
},
{
"epoch": 1.1510791366906474,
"grad_norm": 4.132904529571533,
"learning_rate": 9.333694474539545e-06,
"loss": 0.4148,
"step": 1120
},
{
"epoch": 1.1613566289825283,
"grad_norm": 3.6607720851898193,
"learning_rate": 9.322860238353197e-06,
"loss": 0.298,
"step": 1130
},
{
"epoch": 1.171634121274409,
"grad_norm": 3.625558376312256,
"learning_rate": 9.312026002166849e-06,
"loss": 0.4097,
"step": 1140
},
{
"epoch": 1.1819116135662897,
"grad_norm": 4.5726494789123535,
"learning_rate": 9.301191765980499e-06,
"loss": 0.3953,
"step": 1150
},
{
"epoch": 1.1921891058581706,
"grad_norm": 4.445627212524414,
"learning_rate": 9.29035752979415e-06,
"loss": 0.3835,
"step": 1160
},
{
"epoch": 1.2024665981500513,
"grad_norm": 4.57354211807251,
"learning_rate": 9.279523293607802e-06,
"loss": 0.3832,
"step": 1170
},
{
"epoch": 1.2127440904419322,
"grad_norm": 4.104644775390625,
"learning_rate": 9.268689057421453e-06,
"loss": 0.416,
"step": 1180
},
{
"epoch": 1.223021582733813,
"grad_norm": 4.074865818023682,
"learning_rate": 9.257854821235104e-06,
"loss": 0.3608,
"step": 1190
},
{
"epoch": 1.2332990750256938,
"grad_norm": 3.4953205585479736,
"learning_rate": 9.247020585048755e-06,
"loss": 0.3351,
"step": 1200
},
{
"epoch": 1.2435765673175745,
"grad_norm": 4.539699077606201,
"learning_rate": 9.236186348862406e-06,
"loss": 0.4058,
"step": 1210
},
{
"epoch": 1.2538540596094552,
"grad_norm": 4.369785308837891,
"learning_rate": 9.225352112676057e-06,
"loss": 0.3412,
"step": 1220
},
{
"epoch": 1.264131551901336,
"grad_norm": 3.9678955078125,
"learning_rate": 9.214517876489708e-06,
"loss": 0.3832,
"step": 1230
},
{
"epoch": 1.274409044193217,
"grad_norm": 4.361431121826172,
"learning_rate": 9.203683640303359e-06,
"loss": 0.4099,
"step": 1240
},
{
"epoch": 1.2846865364850977,
"grad_norm": 4.076035022735596,
"learning_rate": 9.19284940411701e-06,
"loss": 0.4206,
"step": 1250
},
{
"epoch": 1.2949640287769784,
"grad_norm": 4.084390640258789,
"learning_rate": 9.18201516793066e-06,
"loss": 0.4271,
"step": 1260
},
{
"epoch": 1.3052415210688593,
"grad_norm": 3.262382745742798,
"learning_rate": 9.171180931744312e-06,
"loss": 0.3687,
"step": 1270
},
{
"epoch": 1.31551901336074,
"grad_norm": 4.841338634490967,
"learning_rate": 9.160346695557964e-06,
"loss": 0.3659,
"step": 1280
},
{
"epoch": 1.3257965056526206,
"grad_norm": 4.267407417297363,
"learning_rate": 9.149512459371616e-06,
"loss": 0.3784,
"step": 1290
},
{
"epoch": 1.3360739979445015,
"grad_norm": 3.525167465209961,
"learning_rate": 9.138678223185266e-06,
"loss": 0.3593,
"step": 1300
},
{
"epoch": 1.3463514902363825,
"grad_norm": 4.050453186035156,
"learning_rate": 9.127843986998918e-06,
"loss": 0.3737,
"step": 1310
},
{
"epoch": 1.3566289825282631,
"grad_norm": 3.8488476276397705,
"learning_rate": 9.117009750812568e-06,
"loss": 0.417,
"step": 1320
},
{
"epoch": 1.3669064748201438,
"grad_norm": 4.5935540199279785,
"learning_rate": 9.10617551462622e-06,
"loss": 0.4056,
"step": 1330
},
{
"epoch": 1.3771839671120247,
"grad_norm": 4.8325581550598145,
"learning_rate": 9.09534127843987e-06,
"loss": 0.4208,
"step": 1340
},
{
"epoch": 1.3874614594039054,
"grad_norm": 4.0957818031311035,
"learning_rate": 9.084507042253522e-06,
"loss": 0.408,
"step": 1350
},
{
"epoch": 1.397738951695786,
"grad_norm": 5.2503767013549805,
"learning_rate": 9.073672806067174e-06,
"loss": 0.4164,
"step": 1360
},
{
"epoch": 1.408016443987667,
"grad_norm": 3.5155766010284424,
"learning_rate": 9.062838569880824e-06,
"loss": 0.3548,
"step": 1370
},
{
"epoch": 1.418293936279548,
"grad_norm": 3.994086503982544,
"learning_rate": 9.052004333694476e-06,
"loss": 0.4025,
"step": 1380
},
{
"epoch": 1.4285714285714286,
"grad_norm": 5.403133392333984,
"learning_rate": 9.041170097508126e-06,
"loss": 0.4171,
"step": 1390
},
{
"epoch": 1.4388489208633093,
"grad_norm": 3.069812774658203,
"learning_rate": 9.030335861321778e-06,
"loss": 0.3431,
"step": 1400
},
{
"epoch": 1.4491264131551902,
"grad_norm": 3.9196174144744873,
"learning_rate": 9.019501625135428e-06,
"loss": 0.4507,
"step": 1410
},
{
"epoch": 1.4594039054470709,
"grad_norm": 3.6087749004364014,
"learning_rate": 9.00866738894908e-06,
"loss": 0.336,
"step": 1420
},
{
"epoch": 1.4696813977389516,
"grad_norm": 4.544300079345703,
"learning_rate": 8.99783315276273e-06,
"loss": 0.4188,
"step": 1430
},
{
"epoch": 1.4799588900308325,
"grad_norm": 3.7331314086914062,
"learning_rate": 8.986998916576382e-06,
"loss": 0.4092,
"step": 1440
},
{
"epoch": 1.4902363823227134,
"grad_norm": 4.780219078063965,
"learning_rate": 8.976164680390034e-06,
"loss": 0.3587,
"step": 1450
},
{
"epoch": 1.500513874614594,
"grad_norm": 4.3289690017700195,
"learning_rate": 8.965330444203685e-06,
"loss": 0.3504,
"step": 1460
},
{
"epoch": 1.5107913669064748,
"grad_norm": 4.810067653656006,
"learning_rate": 8.954496208017336e-06,
"loss": 0.3261,
"step": 1470
},
{
"epoch": 1.5210688591983557,
"grad_norm": 4.626963138580322,
"learning_rate": 8.943661971830987e-06,
"loss": 0.41,
"step": 1480
},
{
"epoch": 1.5313463514902363,
"grad_norm": 4.636073589324951,
"learning_rate": 8.932827735644638e-06,
"loss": 0.3462,
"step": 1490
},
{
"epoch": 1.541623843782117,
"grad_norm": 4.311732769012451,
"learning_rate": 8.92199349945829e-06,
"loss": 0.3888,
"step": 1500
},
{
"epoch": 1.551901336073998,
"grad_norm": 4.3718461990356445,
"learning_rate": 8.91115926327194e-06,
"loss": 0.3813,
"step": 1510
},
{
"epoch": 1.5621788283658788,
"grad_norm": 3.1939361095428467,
"learning_rate": 8.900325027085591e-06,
"loss": 0.4208,
"step": 1520
},
{
"epoch": 1.5724563206577595,
"grad_norm": 4.095200538635254,
"learning_rate": 8.889490790899242e-06,
"loss": 0.3845,
"step": 1530
},
{
"epoch": 1.5827338129496402,
"grad_norm": 3.5258431434631348,
"learning_rate": 8.878656554712893e-06,
"loss": 0.3284,
"step": 1540
},
{
"epoch": 1.5930113052415211,
"grad_norm": 3.1825735569000244,
"learning_rate": 8.867822318526545e-06,
"loss": 0.3385,
"step": 1550
},
{
"epoch": 1.6032887975334018,
"grad_norm": 3.5939745903015137,
"learning_rate": 8.856988082340195e-06,
"loss": 0.4101,
"step": 1560
},
{
"epoch": 1.6135662898252825,
"grad_norm": 4.911982536315918,
"learning_rate": 8.846153846153847e-06,
"loss": 0.4328,
"step": 1570
},
{
"epoch": 1.6238437821171634,
"grad_norm": 3.6301517486572266,
"learning_rate": 8.835319609967497e-06,
"loss": 0.3399,
"step": 1580
},
{
"epoch": 1.6341212744090443,
"grad_norm": 3.6853671073913574,
"learning_rate": 8.82448537378115e-06,
"loss": 0.3271,
"step": 1590
},
{
"epoch": 1.644398766700925,
"grad_norm": 3.029378652572632,
"learning_rate": 8.8136511375948e-06,
"loss": 0.3638,
"step": 1600
},
{
"epoch": 1.6546762589928057,
"grad_norm": 4.740921497344971,
"learning_rate": 8.802816901408451e-06,
"loss": 0.2964,
"step": 1610
},
{
"epoch": 1.6649537512846866,
"grad_norm": 4.348399639129639,
"learning_rate": 8.791982665222103e-06,
"loss": 0.364,
"step": 1620
},
{
"epoch": 1.6752312435765673,
"grad_norm": 4.521662712097168,
"learning_rate": 8.781148429035755e-06,
"loss": 0.3946,
"step": 1630
},
{
"epoch": 1.685508735868448,
"grad_norm": 4.327390670776367,
"learning_rate": 8.770314192849405e-06,
"loss": 0.3325,
"step": 1640
},
{
"epoch": 1.6957862281603289,
"grad_norm": 4.260695934295654,
"learning_rate": 8.759479956663057e-06,
"loss": 0.4112,
"step": 1650
},
{
"epoch": 1.7060637204522098,
"grad_norm": 3.723114490509033,
"learning_rate": 8.748645720476707e-06,
"loss": 0.3777,
"step": 1660
},
{
"epoch": 1.7163412127440905,
"grad_norm": 3.6276798248291016,
"learning_rate": 8.737811484290359e-06,
"loss": 0.4307,
"step": 1670
},
{
"epoch": 1.7266187050359711,
"grad_norm": 4.2474446296691895,
"learning_rate": 8.726977248104009e-06,
"loss": 0.3451,
"step": 1680
},
{
"epoch": 1.736896197327852,
"grad_norm": 4.7757368087768555,
"learning_rate": 8.71614301191766e-06,
"loss": 0.3528,
"step": 1690
},
{
"epoch": 1.7471736896197327,
"grad_norm": 3.768132209777832,
"learning_rate": 8.705308775731311e-06,
"loss": 0.4086,
"step": 1700
},
{
"epoch": 1.7574511819116134,
"grad_norm": 4.793600559234619,
"learning_rate": 8.694474539544963e-06,
"loss": 0.414,
"step": 1710
},
{
"epoch": 1.7677286742034943,
"grad_norm": 4.651284217834473,
"learning_rate": 8.683640303358613e-06,
"loss": 0.3424,
"step": 1720
},
{
"epoch": 1.7780061664953752,
"grad_norm": 3.656557083129883,
"learning_rate": 8.672806067172265e-06,
"loss": 0.2813,
"step": 1730
},
{
"epoch": 1.788283658787256,
"grad_norm": 3.836421012878418,
"learning_rate": 8.661971830985915e-06,
"loss": 0.3834,
"step": 1740
},
{
"epoch": 1.7985611510791366,
"grad_norm": 4.500270843505859,
"learning_rate": 8.651137594799567e-06,
"loss": 0.337,
"step": 1750
},
{
"epoch": 1.8088386433710175,
"grad_norm": 3.3500618934631348,
"learning_rate": 8.640303358613219e-06,
"loss": 0.393,
"step": 1760
},
{
"epoch": 1.8191161356628982,
"grad_norm": 3.52258563041687,
"learning_rate": 8.62946912242687e-06,
"loss": 0.397,
"step": 1770
},
{
"epoch": 1.829393627954779,
"grad_norm": 4.57402229309082,
"learning_rate": 8.61863488624052e-06,
"loss": 0.4048,
"step": 1780
},
{
"epoch": 1.8396711202466598,
"grad_norm": 3.952526092529297,
"learning_rate": 8.607800650054172e-06,
"loss": 0.316,
"step": 1790
},
{
"epoch": 1.8499486125385407,
"grad_norm": 4.35211706161499,
"learning_rate": 8.596966413867823e-06,
"loss": 0.4373,
"step": 1800
},
{
"epoch": 1.8602261048304214,
"grad_norm": 3.061844825744629,
"learning_rate": 8.586132177681474e-06,
"loss": 0.2665,
"step": 1810
},
{
"epoch": 1.870503597122302,
"grad_norm": 3.6002986431121826,
"learning_rate": 8.575297941495125e-06,
"loss": 0.3807,
"step": 1820
},
{
"epoch": 1.880781089414183,
"grad_norm": 4.012722492218018,
"learning_rate": 8.564463705308776e-06,
"loss": 0.376,
"step": 1830
},
{
"epoch": 1.8910585817060637,
"grad_norm": 3.516463041305542,
"learning_rate": 8.553629469122428e-06,
"loss": 0.3497,
"step": 1840
},
{
"epoch": 1.9013360739979444,
"grad_norm": 4.711485385894775,
"learning_rate": 8.542795232936078e-06,
"loss": 0.2968,
"step": 1850
},
{
"epoch": 1.9116135662898253,
"grad_norm": 3.4084625244140625,
"learning_rate": 8.53196099674973e-06,
"loss": 0.3475,
"step": 1860
},
{
"epoch": 1.9218910585817062,
"grad_norm": 3.9419453144073486,
"learning_rate": 8.52112676056338e-06,
"loss": 0.342,
"step": 1870
},
{
"epoch": 1.9321685508735869,
"grad_norm": 3.4985804557800293,
"learning_rate": 8.510292524377032e-06,
"loss": 0.3805,
"step": 1880
},
{
"epoch": 1.9424460431654675,
"grad_norm": 4.257175445556641,
"learning_rate": 8.499458288190682e-06,
"loss": 0.3727,
"step": 1890
},
{
"epoch": 1.9527235354573484,
"grad_norm": 3.3339366912841797,
"learning_rate": 8.488624052004334e-06,
"loss": 0.3684,
"step": 1900
},
{
"epoch": 1.9630010277492291,
"grad_norm": 4.362495422363281,
"learning_rate": 8.477789815817984e-06,
"loss": 0.3216,
"step": 1910
},
{
"epoch": 1.9732785200411098,
"grad_norm": 4.4011549949646,
"learning_rate": 8.466955579631638e-06,
"loss": 0.3437,
"step": 1920
},
{
"epoch": 1.9835560123329907,
"grad_norm": 3.513015031814575,
"learning_rate": 8.456121343445288e-06,
"loss": 0.3621,
"step": 1930
},
{
"epoch": 1.9938335046248716,
"grad_norm": 3.66763973236084,
"learning_rate": 8.44528710725894e-06,
"loss": 0.4068,
"step": 1940
},
{
"epoch": 2.0,
"eval_loss": 0.38473397493362427,
"eval_runtime": 2272.3326,
"eval_samples_per_second": 2.582,
"eval_steps_per_second": 0.081,
"eval_wer": 0.48120656465137523,
"step": 1946
},
{
"epoch": 2.004110996916752,
"grad_norm": 3.577178716659546,
"learning_rate": 8.43445287107259e-06,
"loss": 0.3205,
"step": 1950
},
{
"epoch": 2.014388489208633,
"grad_norm": 3.6927402019500732,
"learning_rate": 8.423618634886242e-06,
"loss": 0.3097,
"step": 1960
},
{
"epoch": 2.024665981500514,
"grad_norm": 3.644838333129883,
"learning_rate": 8.412784398699892e-06,
"loss": 0.3386,
"step": 1970
},
{
"epoch": 2.034943473792395,
"grad_norm": 3.595942497253418,
"learning_rate": 8.401950162513544e-06,
"loss": 0.2982,
"step": 1980
},
{
"epoch": 2.0452209660842753,
"grad_norm": 4.100467205047607,
"learning_rate": 8.391115926327194e-06,
"loss": 0.2846,
"step": 1990
},
{
"epoch": 2.055498458376156,
"grad_norm": 3.059053421020508,
"learning_rate": 8.380281690140846e-06,
"loss": 0.2793,
"step": 2000
},
{
"epoch": 2.065775950668037,
"grad_norm": 3.1486964225769043,
"learning_rate": 8.369447453954496e-06,
"loss": 0.3014,
"step": 2010
},
{
"epoch": 2.0760534429599176,
"grad_norm": 3.5525431632995605,
"learning_rate": 8.358613217768148e-06,
"loss": 0.3615,
"step": 2020
},
{
"epoch": 2.0863309352517985,
"grad_norm": 3.877607583999634,
"learning_rate": 8.3477789815818e-06,
"loss": 0.3924,
"step": 2030
},
{
"epoch": 2.0966084275436794,
"grad_norm": 3.1528847217559814,
"learning_rate": 8.33694474539545e-06,
"loss": 0.3216,
"step": 2040
},
{
"epoch": 2.1068859198355603,
"grad_norm": 2.3761839866638184,
"learning_rate": 8.326110509209102e-06,
"loss": 0.2952,
"step": 2050
},
{
"epoch": 2.1171634121274407,
"grad_norm": 2.5675883293151855,
"learning_rate": 8.315276273022752e-06,
"loss": 0.3921,
"step": 2060
},
{
"epoch": 2.1274409044193217,
"grad_norm": 3.158750057220459,
"learning_rate": 8.304442036836404e-06,
"loss": 0.2995,
"step": 2070
},
{
"epoch": 2.1377183967112026,
"grad_norm": 4.566508769989014,
"learning_rate": 8.293607800650055e-06,
"loss": 0.3218,
"step": 2080
},
{
"epoch": 2.1479958890030835,
"grad_norm": 3.650635242462158,
"learning_rate": 8.282773564463706e-06,
"loss": 0.3943,
"step": 2090
},
{
"epoch": 2.158273381294964,
"grad_norm": 3.3389713764190674,
"learning_rate": 8.271939328277357e-06,
"loss": 0.2847,
"step": 2100
},
{
"epoch": 2.168550873586845,
"grad_norm": 4.3921685218811035,
"learning_rate": 8.26110509209101e-06,
"loss": 0.3476,
"step": 2110
},
{
"epoch": 2.1788283658787257,
"grad_norm": 4.2259087562561035,
"learning_rate": 8.25027085590466e-06,
"loss": 0.305,
"step": 2120
},
{
"epoch": 2.189105858170606,
"grad_norm": 3.849501609802246,
"learning_rate": 8.239436619718311e-06,
"loss": 0.2916,
"step": 2130
},
{
"epoch": 2.199383350462487,
"grad_norm": 4.750916957855225,
"learning_rate": 8.228602383531961e-06,
"loss": 0.3295,
"step": 2140
},
{
"epoch": 2.209660842754368,
"grad_norm": 2.9767019748687744,
"learning_rate": 8.217768147345613e-06,
"loss": 0.3359,
"step": 2150
},
{
"epoch": 2.2199383350462485,
"grad_norm": 3.6668782234191895,
"learning_rate": 8.206933911159263e-06,
"loss": 0.2647,
"step": 2160
},
{
"epoch": 2.2302158273381294,
"grad_norm": 4.5765790939331055,
"learning_rate": 8.196099674972915e-06,
"loss": 0.332,
"step": 2170
},
{
"epoch": 2.2404933196300103,
"grad_norm": 3.7282257080078125,
"learning_rate": 8.185265438786565e-06,
"loss": 0.2857,
"step": 2180
},
{
"epoch": 2.250770811921891,
"grad_norm": 4.175727367401123,
"learning_rate": 8.174431202600217e-06,
"loss": 0.3395,
"step": 2190
},
{
"epoch": 2.2610483042137717,
"grad_norm": 4.007727146148682,
"learning_rate": 8.163596966413867e-06,
"loss": 0.3229,
"step": 2200
},
{
"epoch": 2.2713257965056526,
"grad_norm": 3.212737560272217,
"learning_rate": 8.15276273022752e-06,
"loss": 0.2824,
"step": 2210
},
{
"epoch": 2.2816032887975335,
"grad_norm": 2.9416749477386475,
"learning_rate": 8.141928494041171e-06,
"loss": 0.2931,
"step": 2220
},
{
"epoch": 2.2918807810894144,
"grad_norm": 3.415862560272217,
"learning_rate": 8.131094257854823e-06,
"loss": 0.2788,
"step": 2230
},
{
"epoch": 2.302158273381295,
"grad_norm": 3.2938742637634277,
"learning_rate": 8.120260021668473e-06,
"loss": 0.3279,
"step": 2240
},
{
"epoch": 2.3124357656731758,
"grad_norm": 3.2525196075439453,
"learning_rate": 8.109425785482125e-06,
"loss": 0.2773,
"step": 2250
},
{
"epoch": 2.3227132579650567,
"grad_norm": 3.1913652420043945,
"learning_rate": 8.098591549295775e-06,
"loss": 0.2507,
"step": 2260
},
{
"epoch": 2.332990750256937,
"grad_norm": 4.119409561157227,
"learning_rate": 8.087757313109427e-06,
"loss": 0.321,
"step": 2270
},
{
"epoch": 2.343268242548818,
"grad_norm": 2.8287854194641113,
"learning_rate": 8.076923076923077e-06,
"loss": 0.3036,
"step": 2280
},
{
"epoch": 2.353545734840699,
"grad_norm": 3.1350390911102295,
"learning_rate": 8.066088840736729e-06,
"loss": 0.2861,
"step": 2290
},
{
"epoch": 2.3638232271325794,
"grad_norm": 4.139387607574463,
"learning_rate": 8.05525460455038e-06,
"loss": 0.3996,
"step": 2300
},
{
"epoch": 2.3741007194244603,
"grad_norm": 4.706663131713867,
"learning_rate": 8.04442036836403e-06,
"loss": 0.3329,
"step": 2310
},
{
"epoch": 2.3843782117163412,
"grad_norm": 3.5738885402679443,
"learning_rate": 8.033586132177683e-06,
"loss": 0.2948,
"step": 2320
},
{
"epoch": 2.394655704008222,
"grad_norm": 4.643505573272705,
"learning_rate": 8.022751895991333e-06,
"loss": 0.3465,
"step": 2330
},
{
"epoch": 2.4049331963001026,
"grad_norm": 4.715351104736328,
"learning_rate": 8.011917659804985e-06,
"loss": 0.4091,
"step": 2340
},
{
"epoch": 2.4152106885919835,
"grad_norm": 4.204322814941406,
"learning_rate": 8.001083423618635e-06,
"loss": 0.2641,
"step": 2350
},
{
"epoch": 2.4254881808838644,
"grad_norm": 4.201789379119873,
"learning_rate": 7.990249187432287e-06,
"loss": 0.2787,
"step": 2360
},
{
"epoch": 2.4357656731757453,
"grad_norm": 2.986111879348755,
"learning_rate": 7.979414951245937e-06,
"loss": 0.2681,
"step": 2370
},
{
"epoch": 2.446043165467626,
"grad_norm": 3.5498292446136475,
"learning_rate": 7.968580715059589e-06,
"loss": 0.3293,
"step": 2380
},
{
"epoch": 2.4563206577595067,
"grad_norm": 3.319282293319702,
"learning_rate": 7.95774647887324e-06,
"loss": 0.3647,
"step": 2390
},
{
"epoch": 2.4665981500513876,
"grad_norm": 3.654517889022827,
"learning_rate": 7.946912242686892e-06,
"loss": 0.3494,
"step": 2400
},
{
"epoch": 2.476875642343268,
"grad_norm": 3.8484079837799072,
"learning_rate": 7.936078006500542e-06,
"loss": 0.2913,
"step": 2410
},
{
"epoch": 2.487153134635149,
"grad_norm": 3.6659047603607178,
"learning_rate": 7.925243770314194e-06,
"loss": 0.2696,
"step": 2420
},
{
"epoch": 2.49743062692703,
"grad_norm": 3.6242451667785645,
"learning_rate": 7.914409534127844e-06,
"loss": 0.2779,
"step": 2430
},
{
"epoch": 2.5077081192189103,
"grad_norm": 4.905155658721924,
"learning_rate": 7.903575297941496e-06,
"loss": 0.3085,
"step": 2440
},
{
"epoch": 2.5179856115107913,
"grad_norm": 3.8230979442596436,
"learning_rate": 7.892741061755146e-06,
"loss": 0.3179,
"step": 2450
},
{
"epoch": 2.528263103802672,
"grad_norm": 3.2261550426483154,
"learning_rate": 7.881906825568798e-06,
"loss": 0.2982,
"step": 2460
},
{
"epoch": 2.538540596094553,
"grad_norm": 3.4974489212036133,
"learning_rate": 7.871072589382448e-06,
"loss": 0.2456,
"step": 2470
},
{
"epoch": 2.548818088386434,
"grad_norm": 2.6326630115509033,
"learning_rate": 7.8602383531961e-06,
"loss": 0.2948,
"step": 2480
},
{
"epoch": 2.5590955806783144,
"grad_norm": 3.988820791244507,
"learning_rate": 7.849404117009752e-06,
"loss": 0.3942,
"step": 2490
},
{
"epoch": 2.5693730729701953,
"grad_norm": 4.203096389770508,
"learning_rate": 7.838569880823402e-06,
"loss": 0.3251,
"step": 2500
},
{
"epoch": 2.5796505652620763,
"grad_norm": 4.1997199058532715,
"learning_rate": 7.827735644637054e-06,
"loss": 0.2908,
"step": 2510
},
{
"epoch": 2.5899280575539567,
"grad_norm": 3.816044330596924,
"learning_rate": 7.816901408450704e-06,
"loss": 0.2962,
"step": 2520
},
{
"epoch": 2.6002055498458376,
"grad_norm": 3.998377561569214,
"learning_rate": 7.806067172264356e-06,
"loss": 0.4137,
"step": 2530
},
{
"epoch": 2.6104830421377185,
"grad_norm": 3.7878313064575195,
"learning_rate": 7.795232936078008e-06,
"loss": 0.2679,
"step": 2540
},
{
"epoch": 2.620760534429599,
"grad_norm": 4.914570331573486,
"learning_rate": 7.784398699891658e-06,
"loss": 0.2976,
"step": 2550
},
{
"epoch": 2.63103802672148,
"grad_norm": 4.354416370391846,
"learning_rate": 7.77356446370531e-06,
"loss": 0.3577,
"step": 2560
},
{
"epoch": 2.641315519013361,
"grad_norm": 3.3747782707214355,
"learning_rate": 7.762730227518962e-06,
"loss": 0.2868,
"step": 2570
},
{
"epoch": 2.6515930113052413,
"grad_norm": 3.854323148727417,
"learning_rate": 7.751895991332612e-06,
"loss": 0.3262,
"step": 2580
},
{
"epoch": 2.661870503597122,
"grad_norm": 3.3421154022216797,
"learning_rate": 7.741061755146264e-06,
"loss": 0.2576,
"step": 2590
},
{
"epoch": 2.672147995889003,
"grad_norm": 3.1543657779693604,
"learning_rate": 7.730227518959914e-06,
"loss": 0.2698,
"step": 2600
},
{
"epoch": 2.682425488180884,
"grad_norm": 3.4310245513916016,
"learning_rate": 7.719393282773566e-06,
"loss": 0.338,
"step": 2610
},
{
"epoch": 2.692702980472765,
"grad_norm": 4.017239093780518,
"learning_rate": 7.708559046587216e-06,
"loss": 0.236,
"step": 2620
},
{
"epoch": 2.7029804727646454,
"grad_norm": 4.115433692932129,
"learning_rate": 7.697724810400868e-06,
"loss": 0.317,
"step": 2630
},
{
"epoch": 2.7132579650565263,
"grad_norm": 3.788522243499756,
"learning_rate": 7.686890574214518e-06,
"loss": 0.357,
"step": 2640
},
{
"epoch": 2.723535457348407,
"grad_norm": 4.260583400726318,
"learning_rate": 7.67605633802817e-06,
"loss": 0.2541,
"step": 2650
},
{
"epoch": 2.7338129496402876,
"grad_norm": 4.43798828125,
"learning_rate": 7.66522210184182e-06,
"loss": 0.3086,
"step": 2660
},
{
"epoch": 2.7440904419321686,
"grad_norm": 3.0351390838623047,
"learning_rate": 7.654387865655472e-06,
"loss": 0.2927,
"step": 2670
},
{
"epoch": 2.7543679342240495,
"grad_norm": 3.693898916244507,
"learning_rate": 7.643553629469122e-06,
"loss": 0.3282,
"step": 2680
},
{
"epoch": 2.76464542651593,
"grad_norm": 3.6460795402526855,
"learning_rate": 7.632719393282774e-06,
"loss": 0.2946,
"step": 2690
},
{
"epoch": 2.774922918807811,
"grad_norm": 3.9163734912872314,
"learning_rate": 7.6218851570964255e-06,
"loss": 0.2634,
"step": 2700
},
{
"epoch": 2.7852004110996917,
"grad_norm": 2.770110607147217,
"learning_rate": 7.611050920910077e-06,
"loss": 0.2571,
"step": 2710
},
{
"epoch": 2.795477903391572,
"grad_norm": 3.0240771770477295,
"learning_rate": 7.600216684723728e-06,
"loss": 0.2387,
"step": 2720
},
{
"epoch": 2.805755395683453,
"grad_norm": 4.414377689361572,
"learning_rate": 7.589382448537379e-06,
"loss": 0.2457,
"step": 2730
},
{
"epoch": 2.816032887975334,
"grad_norm": 3.280635118484497,
"learning_rate": 7.57854821235103e-06,
"loss": 0.3292,
"step": 2740
},
{
"epoch": 2.826310380267215,
"grad_norm": 3.114398717880249,
"learning_rate": 7.567713976164681e-06,
"loss": 0.3323,
"step": 2750
},
{
"epoch": 2.836587872559096,
"grad_norm": 3.8051183223724365,
"learning_rate": 7.556879739978332e-06,
"loss": 0.3752,
"step": 2760
},
{
"epoch": 2.8468653648509763,
"grad_norm": 4.505266189575195,
"learning_rate": 7.546045503791983e-06,
"loss": 0.3081,
"step": 2770
},
{
"epoch": 2.857142857142857,
"grad_norm": 3.9669296741485596,
"learning_rate": 7.535211267605634e-06,
"loss": 0.2627,
"step": 2780
},
{
"epoch": 2.867420349434738,
"grad_norm": 3.6369543075561523,
"learning_rate": 7.524377031419285e-06,
"loss": 0.311,
"step": 2790
},
{
"epoch": 2.8776978417266186,
"grad_norm": 4.124249458312988,
"learning_rate": 7.513542795232936e-06,
"loss": 0.3401,
"step": 2800
},
{
"epoch": 2.8879753340184995,
"grad_norm": 3.646584987640381,
"learning_rate": 7.502708559046587e-06,
"loss": 0.3055,
"step": 2810
},
{
"epoch": 2.8982528263103804,
"grad_norm": 3.3459272384643555,
"learning_rate": 7.491874322860238e-06,
"loss": 0.2818,
"step": 2820
},
{
"epoch": 2.908530318602261,
"grad_norm": 5.0626630783081055,
"learning_rate": 7.48104008667389e-06,
"loss": 0.3489,
"step": 2830
},
{
"epoch": 2.9188078108941418,
"grad_norm": 2.9129016399383545,
"learning_rate": 7.470205850487541e-06,
"loss": 0.2889,
"step": 2840
},
{
"epoch": 2.9290853031860227,
"grad_norm": 4.322904109954834,
"learning_rate": 7.459371614301192e-06,
"loss": 0.3367,
"step": 2850
},
{
"epoch": 2.939362795477903,
"grad_norm": 3.556774139404297,
"learning_rate": 7.448537378114844e-06,
"loss": 0.3137,
"step": 2860
},
{
"epoch": 2.949640287769784,
"grad_norm": 2.786842107772827,
"learning_rate": 7.437703141928495e-06,
"loss": 0.3469,
"step": 2870
},
{
"epoch": 2.959917780061665,
"grad_norm": 3.740945339202881,
"learning_rate": 7.426868905742146e-06,
"loss": 0.2975,
"step": 2880
},
{
"epoch": 2.970195272353546,
"grad_norm": 3.770343780517578,
"learning_rate": 7.416034669555797e-06,
"loss": 0.3193,
"step": 2890
},
{
"epoch": 2.9804727646454268,
"grad_norm": 2.6630139350891113,
"learning_rate": 7.405200433369448e-06,
"loss": 0.2735,
"step": 2900
},
{
"epoch": 2.9907502569373072,
"grad_norm": 3.7929859161376953,
"learning_rate": 7.3943661971831e-06,
"loss": 0.3617,
"step": 2910
},
{
"epoch": 3.0,
"eval_loss": 0.35847166180610657,
"eval_runtime": 2239.9414,
"eval_samples_per_second": 2.62,
"eval_steps_per_second": 0.082,
"eval_wer": 0.43257528793761624,
"step": 2919
},
{
"epoch": 3.001027749229188,
"grad_norm": 4.5707197189331055,
"learning_rate": 7.383531960996751e-06,
"loss": 0.265,
"step": 2920
},
{
"epoch": 3.011305241521069,
"grad_norm": 3.3364627361297607,
"learning_rate": 7.372697724810402e-06,
"loss": 0.3148,
"step": 2930
},
{
"epoch": 3.0215827338129495,
"grad_norm": 3.253480911254883,
"learning_rate": 7.361863488624053e-06,
"loss": 0.2638,
"step": 2940
},
{
"epoch": 3.0318602261048304,
"grad_norm": 3.9313085079193115,
"learning_rate": 7.351029252437704e-06,
"loss": 0.2463,
"step": 2950
},
{
"epoch": 3.0421377183967113,
"grad_norm": 3.0780415534973145,
"learning_rate": 7.340195016251355e-06,
"loss": 0.2363,
"step": 2960
},
{
"epoch": 3.052415210688592,
"grad_norm": 3.63417649269104,
"learning_rate": 7.329360780065006e-06,
"loss": 0.2946,
"step": 2970
},
{
"epoch": 3.0626927029804727,
"grad_norm": 2.868053436279297,
"learning_rate": 7.318526543878657e-06,
"loss": 0.2659,
"step": 2980
},
{
"epoch": 3.0729701952723536,
"grad_norm": 3.3707587718963623,
"learning_rate": 7.307692307692308e-06,
"loss": 0.2843,
"step": 2990
},
{
"epoch": 3.0832476875642345,
"grad_norm": 4.61034631729126,
"learning_rate": 7.296858071505959e-06,
"loss": 0.3422,
"step": 3000
},
{
"epoch": 3.093525179856115,
"grad_norm": 3.640913963317871,
"learning_rate": 7.286023835319611e-06,
"loss": 0.2587,
"step": 3010
},
{
"epoch": 3.103802672147996,
"grad_norm": 3.330796957015991,
"learning_rate": 7.275189599133262e-06,
"loss": 0.2165,
"step": 3020
},
{
"epoch": 3.114080164439877,
"grad_norm": 4.815010070800781,
"learning_rate": 7.264355362946913e-06,
"loss": 0.2619,
"step": 3030
},
{
"epoch": 3.1243576567317572,
"grad_norm": 4.485762596130371,
"learning_rate": 7.253521126760564e-06,
"loss": 0.2913,
"step": 3040
},
{
"epoch": 3.134635149023638,
"grad_norm": 3.712749719619751,
"learning_rate": 7.242686890574215e-06,
"loss": 0.3216,
"step": 3050
},
{
"epoch": 3.144912641315519,
"grad_norm": 3.5483086109161377,
"learning_rate": 7.231852654387866e-06,
"loss": 0.2683,
"step": 3060
},
{
"epoch": 3.1551901336074,
"grad_norm": 4.34190034866333,
"learning_rate": 7.221018418201517e-06,
"loss": 0.2582,
"step": 3070
},
{
"epoch": 3.1654676258992804,
"grad_norm": 3.329151153564453,
"learning_rate": 7.210184182015168e-06,
"loss": 0.3271,
"step": 3080
},
{
"epoch": 3.1757451181911613,
"grad_norm": 3.318019151687622,
"learning_rate": 7.199349945828819e-06,
"loss": 0.2994,
"step": 3090
},
{
"epoch": 3.1860226104830422,
"grad_norm": 3.2192223072052,
"learning_rate": 7.188515709642471e-06,
"loss": 0.2656,
"step": 3100
},
{
"epoch": 3.1963001027749227,
"grad_norm": 3.161679267883301,
"learning_rate": 7.177681473456122e-06,
"loss": 0.2975,
"step": 3110
},
{
"epoch": 3.2065775950668036,
"grad_norm": 2.8480417728424072,
"learning_rate": 7.166847237269773e-06,
"loss": 0.3112,
"step": 3120
},
{
"epoch": 3.2168550873586845,
"grad_norm": 3.912022829055786,
"learning_rate": 7.156013001083424e-06,
"loss": 0.2526,
"step": 3130
},
{
"epoch": 3.2271325796505654,
"grad_norm": 3.466198682785034,
"learning_rate": 7.145178764897075e-06,
"loss": 0.2659,
"step": 3140
},
{
"epoch": 3.237410071942446,
"grad_norm": 4.21922492980957,
"learning_rate": 7.134344528710726e-06,
"loss": 0.2879,
"step": 3150
},
{
"epoch": 3.247687564234327,
"grad_norm": 3.762397527694702,
"learning_rate": 7.123510292524377e-06,
"loss": 0.2626,
"step": 3160
},
{
"epoch": 3.2579650565262077,
"grad_norm": 3.112666606903076,
"learning_rate": 7.112676056338029e-06,
"loss": 0.2293,
"step": 3170
},
{
"epoch": 3.2682425488180886,
"grad_norm": 4.5521650314331055,
"learning_rate": 7.101841820151681e-06,
"loss": 0.2594,
"step": 3180
},
{
"epoch": 3.278520041109969,
"grad_norm": 3.388822555541992,
"learning_rate": 7.091007583965332e-06,
"loss": 0.2543,
"step": 3190
},
{
"epoch": 3.28879753340185,
"grad_norm": 2.899162530899048,
"learning_rate": 7.080173347778983e-06,
"loss": 0.258,
"step": 3200
},
{
"epoch": 3.299075025693731,
"grad_norm": 2.9126293659210205,
"learning_rate": 7.069339111592634e-06,
"loss": 0.2437,
"step": 3210
},
{
"epoch": 3.3093525179856114,
"grad_norm": 4.10038423538208,
"learning_rate": 7.058504875406285e-06,
"loss": 0.2757,
"step": 3220
},
{
"epoch": 3.3196300102774923,
"grad_norm": 2.4944069385528564,
"learning_rate": 7.047670639219936e-06,
"loss": 0.2908,
"step": 3230
},
{
"epoch": 3.329907502569373,
"grad_norm": 3.2674710750579834,
"learning_rate": 7.036836403033587e-06,
"loss": 0.269,
"step": 3240
},
{
"epoch": 3.3401849948612536,
"grad_norm": 3.861447334289551,
"learning_rate": 7.026002166847238e-06,
"loss": 0.3253,
"step": 3250
},
{
"epoch": 3.3504624871531345,
"grad_norm": 4.241086483001709,
"learning_rate": 7.015167930660889e-06,
"loss": 0.3116,
"step": 3260
},
{
"epoch": 3.3607399794450155,
"grad_norm": 3.33585262298584,
"learning_rate": 7.00433369447454e-06,
"loss": 0.2506,
"step": 3270
},
{
"epoch": 3.3710174717368964,
"grad_norm": 4.410299777984619,
"learning_rate": 6.993499458288191e-06,
"loss": 0.2116,
"step": 3280
},
{
"epoch": 3.381294964028777,
"grad_norm": 2.706984281539917,
"learning_rate": 6.982665222101842e-06,
"loss": 0.2611,
"step": 3290
},
{
"epoch": 3.3915724563206577,
"grad_norm": 3.3027334213256836,
"learning_rate": 6.9718309859154935e-06,
"loss": 0.2962,
"step": 3300
},
{
"epoch": 3.4018499486125386,
"grad_norm": 4.3007354736328125,
"learning_rate": 6.9609967497291445e-06,
"loss": 0.245,
"step": 3310
},
{
"epoch": 3.4121274409044196,
"grad_norm": 4.280706405639648,
"learning_rate": 6.9501625135427955e-06,
"loss": 0.3149,
"step": 3320
},
{
"epoch": 3.4224049331963,
"grad_norm": 3.1681008338928223,
"learning_rate": 6.939328277356447e-06,
"loss": 0.2401,
"step": 3330
},
{
"epoch": 3.432682425488181,
"grad_norm": 4.223625183105469,
"learning_rate": 6.928494041170098e-06,
"loss": 0.2456,
"step": 3340
},
{
"epoch": 3.442959917780062,
"grad_norm": 3.4283297061920166,
"learning_rate": 6.917659804983749e-06,
"loss": 0.2488,
"step": 3350
},
{
"epoch": 3.4532374100719423,
"grad_norm": 4.3228631019592285,
"learning_rate": 6.9068255687974e-06,
"loss": 0.2837,
"step": 3360
},
{
"epoch": 3.463514902363823,
"grad_norm": 2.614888906478882,
"learning_rate": 6.895991332611051e-06,
"loss": 0.2818,
"step": 3370
},
{
"epoch": 3.473792394655704,
"grad_norm": 4.487213611602783,
"learning_rate": 6.885157096424703e-06,
"loss": 0.236,
"step": 3380
},
{
"epoch": 3.4840698869475846,
"grad_norm": 2.5529470443725586,
"learning_rate": 6.874322860238354e-06,
"loss": 0.3254,
"step": 3390
},
{
"epoch": 3.4943473792394655,
"grad_norm": 3.5503623485565186,
"learning_rate": 6.863488624052005e-06,
"loss": 0.1991,
"step": 3400
},
{
"epoch": 3.5046248715313464,
"grad_norm": 3.0319414138793945,
"learning_rate": 6.852654387865656e-06,
"loss": 0.2483,
"step": 3410
},
{
"epoch": 3.5149023638232273,
"grad_norm": 3.8595309257507324,
"learning_rate": 6.841820151679307e-06,
"loss": 0.2865,
"step": 3420
},
{
"epoch": 3.5251798561151078,
"grad_norm": 4.65828800201416,
"learning_rate": 6.830985915492958e-06,
"loss": 0.2457,
"step": 3430
},
{
"epoch": 3.5354573484069887,
"grad_norm": 4.1883015632629395,
"learning_rate": 6.820151679306609e-06,
"loss": 0.2911,
"step": 3440
},
{
"epoch": 3.5457348406988696,
"grad_norm": 2.8787269592285156,
"learning_rate": 6.80931744312026e-06,
"loss": 0.23,
"step": 3450
},
{
"epoch": 3.5560123329907505,
"grad_norm": 3.850490093231201,
"learning_rate": 6.798483206933911e-06,
"loss": 0.2203,
"step": 3460
},
{
"epoch": 3.566289825282631,
"grad_norm": 4.513101577758789,
"learning_rate": 6.787648970747562e-06,
"loss": 0.2693,
"step": 3470
},
{
"epoch": 3.576567317574512,
"grad_norm": 3.458218574523926,
"learning_rate": 6.776814734561215e-06,
"loss": 0.2462,
"step": 3480
},
{
"epoch": 3.5868448098663928,
"grad_norm": 2.8902974128723145,
"learning_rate": 6.765980498374866e-06,
"loss": 0.2759,
"step": 3490
},
{
"epoch": 3.597122302158273,
"grad_norm": 4.30615234375,
"learning_rate": 6.755146262188517e-06,
"loss": 0.3263,
"step": 3500
},
{
"epoch": 3.607399794450154,
"grad_norm": 2.434847116470337,
"learning_rate": 6.744312026002168e-06,
"loss": 0.2939,
"step": 3510
},
{
"epoch": 3.617677286742035,
"grad_norm": 3.484827756881714,
"learning_rate": 6.733477789815819e-06,
"loss": 0.2583,
"step": 3520
},
{
"epoch": 3.6279547790339155,
"grad_norm": 3.158450126647949,
"learning_rate": 6.72264355362947e-06,
"loss": 0.2121,
"step": 3530
},
{
"epoch": 3.6382322713257964,
"grad_norm": 3.7957651615142822,
"learning_rate": 6.711809317443121e-06,
"loss": 0.2668,
"step": 3540
},
{
"epoch": 3.6485097636176773,
"grad_norm": 3.237265110015869,
"learning_rate": 6.700975081256772e-06,
"loss": 0.217,
"step": 3550
},
{
"epoch": 3.6587872559095582,
"grad_norm": 3.7385904788970947,
"learning_rate": 6.690140845070423e-06,
"loss": 0.2668,
"step": 3560
},
{
"epoch": 3.6690647482014387,
"grad_norm": 3.3100502490997314,
"learning_rate": 6.6793066088840745e-06,
"loss": 0.279,
"step": 3570
},
{
"epoch": 3.6793422404933196,
"grad_norm": 2.7477927207946777,
"learning_rate": 6.6684723726977255e-06,
"loss": 0.3294,
"step": 3580
},
{
"epoch": 3.6896197327852005,
"grad_norm": 3.710700750350952,
"learning_rate": 6.6576381365113765e-06,
"loss": 0.3125,
"step": 3590
},
{
"epoch": 3.6998972250770814,
"grad_norm": 2.787705898284912,
"learning_rate": 6.6468039003250275e-06,
"loss": 0.2507,
"step": 3600
},
{
"epoch": 3.710174717368962,
"grad_norm": 2.693133592605591,
"learning_rate": 6.6359696641386785e-06,
"loss": 0.2254,
"step": 3610
},
{
"epoch": 3.720452209660843,
"grad_norm": 3.121232509613037,
"learning_rate": 6.6251354279523295e-06,
"loss": 0.2866,
"step": 3620
},
{
"epoch": 3.7307297019527237,
"grad_norm": 7.0685224533081055,
"learning_rate": 6.6143011917659805e-06,
"loss": 0.2865,
"step": 3630
},
{
"epoch": 3.741007194244604,
"grad_norm": 3.528265953063965,
"learning_rate": 6.603466955579632e-06,
"loss": 0.2963,
"step": 3640
},
{
"epoch": 3.751284686536485,
"grad_norm": 2.5636558532714844,
"learning_rate": 6.592632719393284e-06,
"loss": 0.2784,
"step": 3650
},
{
"epoch": 3.761562178828366,
"grad_norm": 3.7930173873901367,
"learning_rate": 6.581798483206935e-06,
"loss": 0.2101,
"step": 3660
},
{
"epoch": 3.7718396711202464,
"grad_norm": 2.674428939819336,
"learning_rate": 6.570964247020586e-06,
"loss": 0.2337,
"step": 3670
},
{
"epoch": 3.7821171634121273,
"grad_norm": 3.629955768585205,
"learning_rate": 6.560130010834237e-06,
"loss": 0.2849,
"step": 3680
},
{
"epoch": 3.7923946557040082,
"grad_norm": 2.831402063369751,
"learning_rate": 6.549295774647888e-06,
"loss": 0.248,
"step": 3690
},
{
"epoch": 3.802672147995889,
"grad_norm": 3.889512300491333,
"learning_rate": 6.538461538461539e-06,
"loss": 0.367,
"step": 3700
},
{
"epoch": 3.81294964028777,
"grad_norm": 3.9846222400665283,
"learning_rate": 6.52762730227519e-06,
"loss": 0.3112,
"step": 3710
},
{
"epoch": 3.8232271325796505,
"grad_norm": 3.839672327041626,
"learning_rate": 6.516793066088841e-06,
"loss": 0.3242,
"step": 3720
},
{
"epoch": 3.8335046248715314,
"grad_norm": 3.0426747798919678,
"learning_rate": 6.505958829902492e-06,
"loss": 0.2678,
"step": 3730
},
{
"epoch": 3.8437821171634123,
"grad_norm": 3.6387476921081543,
"learning_rate": 6.495124593716143e-06,
"loss": 0.2387,
"step": 3740
},
{
"epoch": 3.854059609455293,
"grad_norm": 4.004968166351318,
"learning_rate": 6.484290357529794e-06,
"loss": 0.2768,
"step": 3750
},
{
"epoch": 3.8643371017471737,
"grad_norm": 3.176748752593994,
"learning_rate": 6.473456121343445e-06,
"loss": 0.2588,
"step": 3760
},
{
"epoch": 3.8746145940390546,
"grad_norm": 4.246847152709961,
"learning_rate": 6.462621885157097e-06,
"loss": 0.3123,
"step": 3770
},
{
"epoch": 3.884892086330935,
"grad_norm": 2.7734780311584473,
"learning_rate": 6.451787648970748e-06,
"loss": 0.2182,
"step": 3780
},
{
"epoch": 3.895169578622816,
"grad_norm": 2.851536512374878,
"learning_rate": 6.440953412784399e-06,
"loss": 0.28,
"step": 3790
},
{
"epoch": 3.905447070914697,
"grad_norm": 4.055552005767822,
"learning_rate": 6.430119176598051e-06,
"loss": 0.2843,
"step": 3800
},
{
"epoch": 3.9157245632065774,
"grad_norm": 3.3340227603912354,
"learning_rate": 6.419284940411702e-06,
"loss": 0.1989,
"step": 3810
},
{
"epoch": 3.9260020554984583,
"grad_norm": 3.8631956577301025,
"learning_rate": 6.408450704225353e-06,
"loss": 0.3183,
"step": 3820
},
{
"epoch": 3.936279547790339,
"grad_norm": 3.597165107727051,
"learning_rate": 6.397616468039004e-06,
"loss": 0.2707,
"step": 3830
},
{
"epoch": 3.94655704008222,
"grad_norm": 4.144725799560547,
"learning_rate": 6.386782231852655e-06,
"loss": 0.2473,
"step": 3840
},
{
"epoch": 3.956834532374101,
"grad_norm": 3.035017967224121,
"learning_rate": 6.3759479956663066e-06,
"loss": 0.2145,
"step": 3850
},
{
"epoch": 3.9671120246659815,
"grad_norm": 4.453218936920166,
"learning_rate": 6.3651137594799575e-06,
"loss": 0.2232,
"step": 3860
},
{
"epoch": 3.9773895169578624,
"grad_norm": 3.9047586917877197,
"learning_rate": 6.3542795232936085e-06,
"loss": 0.2968,
"step": 3870
},
{
"epoch": 3.9876670092497433,
"grad_norm": 3.47819447517395,
"learning_rate": 6.3434452871072595e-06,
"loss": 0.2044,
"step": 3880
},
{
"epoch": 3.9979445015416237,
"grad_norm": 2.6448206901550293,
"learning_rate": 6.3326110509209105e-06,
"loss": 0.3144,
"step": 3890
},
{
"epoch": 4.0,
"eval_loss": 0.34360429644584656,
"eval_runtime": 1328.4973,
"eval_samples_per_second": 4.417,
"eval_steps_per_second": 0.139,
"eval_wer": 0.35935919605859895,
"step": 3892
},
{
"epoch": 4.008221993833504,
"grad_norm": 2.355408191680908,
"learning_rate": 6.3217768147345615e-06,
"loss": 0.2327,
"step": 3900
},
{
"epoch": 4.0184994861253855,
"grad_norm": 5.050731658935547,
"learning_rate": 6.3109425785482125e-06,
"loss": 0.2291,
"step": 3910
},
{
"epoch": 4.028776978417266,
"grad_norm": 3.9454739093780518,
"learning_rate": 6.3001083423618635e-06,
"loss": 0.3174,
"step": 3920
},
{
"epoch": 4.039054470709147,
"grad_norm": 3.784989356994629,
"learning_rate": 6.2892741061755145e-06,
"loss": 0.2269,
"step": 3930
},
{
"epoch": 4.049331963001028,
"grad_norm": 2.7388339042663574,
"learning_rate": 6.2784398699891655e-06,
"loss": 0.2213,
"step": 3940
},
{
"epoch": 4.059609455292908,
"grad_norm": 3.768240451812744,
"learning_rate": 6.267605633802818e-06,
"loss": 0.2409,
"step": 3950
},
{
"epoch": 4.06988694758479,
"grad_norm": 4.0260233879089355,
"learning_rate": 6.256771397616469e-06,
"loss": 0.1907,
"step": 3960
},
{
"epoch": 4.08016443987667,
"grad_norm": 3.6307528018951416,
"learning_rate": 6.24593716143012e-06,
"loss": 0.2457,
"step": 3970
},
{
"epoch": 4.090441932168551,
"grad_norm": 3.1473422050476074,
"learning_rate": 6.235102925243771e-06,
"loss": 0.2211,
"step": 3980
},
{
"epoch": 4.100719424460432,
"grad_norm": 3.6961750984191895,
"learning_rate": 6.224268689057422e-06,
"loss": 0.2347,
"step": 3990
},
{
"epoch": 4.110996916752312,
"grad_norm": 2.0914347171783447,
"learning_rate": 6.213434452871073e-06,
"loss": 0.289,
"step": 4000
},
{
"epoch": 4.121274409044193,
"grad_norm": 3.504941463470459,
"learning_rate": 6.202600216684724e-06,
"loss": 0.2985,
"step": 4010
},
{
"epoch": 4.131551901336074,
"grad_norm": 4.29639196395874,
"learning_rate": 6.191765980498375e-06,
"loss": 0.2286,
"step": 4020
},
{
"epoch": 4.141829393627955,
"grad_norm": 2.81628155708313,
"learning_rate": 6.180931744312026e-06,
"loss": 0.2581,
"step": 4030
},
{
"epoch": 4.152106885919835,
"grad_norm": 3.66825008392334,
"learning_rate": 6.170097508125678e-06,
"loss": 0.1727,
"step": 4040
},
{
"epoch": 4.1623843782117165,
"grad_norm": 4.361361026763916,
"learning_rate": 6.159263271939329e-06,
"loss": 0.2076,
"step": 4050
},
{
"epoch": 4.172661870503597,
"grad_norm": 3.2681326866149902,
"learning_rate": 6.14842903575298e-06,
"loss": 0.2044,
"step": 4060
},
{
"epoch": 4.182939362795478,
"grad_norm": 3.082566499710083,
"learning_rate": 6.137594799566631e-06,
"loss": 0.2175,
"step": 4070
},
{
"epoch": 4.193216855087359,
"grad_norm": 4.153407573699951,
"learning_rate": 6.126760563380282e-06,
"loss": 0.2607,
"step": 4080
},
{
"epoch": 4.203494347379239,
"grad_norm": 3.0195565223693848,
"learning_rate": 6.115926327193933e-06,
"loss": 0.2601,
"step": 4090
},
{
"epoch": 4.213771839671121,
"grad_norm": 3.5535833835601807,
"learning_rate": 6.105092091007584e-06,
"loss": 0.2432,
"step": 4100
},
{
"epoch": 4.224049331963001,
"grad_norm": 3.4361705780029297,
"learning_rate": 6.094257854821236e-06,
"loss": 0.1582,
"step": 4110
},
{
"epoch": 4.2343268242548815,
"grad_norm": 4.60875940322876,
"learning_rate": 6.083423618634888e-06,
"loss": 0.2713,
"step": 4120
},
{
"epoch": 4.244604316546763,
"grad_norm": 2.7858967781066895,
"learning_rate": 6.072589382448539e-06,
"loss": 0.2475,
"step": 4130
},
{
"epoch": 4.254881808838643,
"grad_norm": 3.1303088665008545,
"learning_rate": 6.06175514626219e-06,
"loss": 0.2682,
"step": 4140
},
{
"epoch": 4.265159301130524,
"grad_norm": 4.026236057281494,
"learning_rate": 6.0509209100758406e-06,
"loss": 0.2533,
"step": 4150
},
{
"epoch": 4.275436793422405,
"grad_norm": 2.858705520629883,
"learning_rate": 6.0400866738894916e-06,
"loss": 0.255,
"step": 4160
},
{
"epoch": 4.285714285714286,
"grad_norm": 2.965857744216919,
"learning_rate": 6.0292524377031426e-06,
"loss": 0.2476,
"step": 4170
},
{
"epoch": 4.295991778006167,
"grad_norm": 4.407792568206787,
"learning_rate": 6.0184182015167935e-06,
"loss": 0.2316,
"step": 4180
},
{
"epoch": 4.306269270298047,
"grad_norm": 2.92669939994812,
"learning_rate": 6.0075839653304445e-06,
"loss": 0.2162,
"step": 4190
},
{
"epoch": 4.316546762589928,
"grad_norm": 3.5979628562927246,
"learning_rate": 5.9967497291440955e-06,
"loss": 0.3606,
"step": 4200
},
{
"epoch": 4.326824254881809,
"grad_norm": 2.726447343826294,
"learning_rate": 5.9859154929577465e-06,
"loss": 0.205,
"step": 4210
},
{
"epoch": 4.33710174717369,
"grad_norm": 3.386230945587158,
"learning_rate": 5.9750812567713975e-06,
"loss": 0.2342,
"step": 4220
},
{
"epoch": 4.34737923946557,
"grad_norm": 3.2639143466949463,
"learning_rate": 5.9642470205850485e-06,
"loss": 0.2644,
"step": 4230
},
{
"epoch": 4.3576567317574515,
"grad_norm": 2.778188467025757,
"learning_rate": 5.9534127843987e-06,
"loss": 0.2256,
"step": 4240
},
{
"epoch": 4.367934224049332,
"grad_norm": 4.341221809387207,
"learning_rate": 5.942578548212351e-06,
"loss": 0.2249,
"step": 4250
},
{
"epoch": 4.378211716341212,
"grad_norm": 4.01497745513916,
"learning_rate": 5.931744312026003e-06,
"loss": 0.2355,
"step": 4260
},
{
"epoch": 4.388489208633094,
"grad_norm": 2.9536073207855225,
"learning_rate": 5.920910075839654e-06,
"loss": 0.2209,
"step": 4270
},
{
"epoch": 4.398766700924974,
"grad_norm": 2.984705686569214,
"learning_rate": 5.910075839653305e-06,
"loss": 0.2678,
"step": 4280
},
{
"epoch": 4.409044193216855,
"grad_norm": 2.538471221923828,
"learning_rate": 5.899241603466956e-06,
"loss": 0.234,
"step": 4290
},
{
"epoch": 4.419321685508736,
"grad_norm": 2.6294751167297363,
"learning_rate": 5.888407367280607e-06,
"loss": 0.2502,
"step": 4300
},
{
"epoch": 4.4295991778006165,
"grad_norm": 3.243605613708496,
"learning_rate": 5.877573131094258e-06,
"loss": 0.2293,
"step": 4310
},
{
"epoch": 4.439876670092497,
"grad_norm": 4.492715835571289,
"learning_rate": 5.86673889490791e-06,
"loss": 0.2296,
"step": 4320
},
{
"epoch": 4.450154162384378,
"grad_norm": 3.0587844848632812,
"learning_rate": 5.855904658721561e-06,
"loss": 0.219,
"step": 4330
},
{
"epoch": 4.460431654676259,
"grad_norm": 3.431396722793579,
"learning_rate": 5.845070422535212e-06,
"loss": 0.2164,
"step": 4340
},
{
"epoch": 4.47070914696814,
"grad_norm": 3.3825416564941406,
"learning_rate": 5.834236186348863e-06,
"loss": 0.2235,
"step": 4350
},
{
"epoch": 4.480986639260021,
"grad_norm": 3.5739195346832275,
"learning_rate": 5.823401950162514e-06,
"loss": 0.3161,
"step": 4360
},
{
"epoch": 4.491264131551901,
"grad_norm": 3.242276430130005,
"learning_rate": 5.812567713976165e-06,
"loss": 0.2277,
"step": 4370
},
{
"epoch": 4.501541623843782,
"grad_norm": 3.149808406829834,
"learning_rate": 5.801733477789816e-06,
"loss": 0.3057,
"step": 4380
},
{
"epoch": 4.511819116135663,
"grad_norm": 3.0861527919769287,
"learning_rate": 5.790899241603467e-06,
"loss": 0.2673,
"step": 4390
},
{
"epoch": 4.522096608427543,
"grad_norm": 2.8522121906280518,
"learning_rate": 5.780065005417118e-06,
"loss": 0.2213,
"step": 4400
},
{
"epoch": 4.532374100719425,
"grad_norm": 3.0801758766174316,
"learning_rate": 5.769230769230769e-06,
"loss": 0.2283,
"step": 4410
},
{
"epoch": 4.542651593011305,
"grad_norm": 4.235361576080322,
"learning_rate": 5.758396533044422e-06,
"loss": 0.2484,
"step": 4420
},
{
"epoch": 4.552929085303186,
"grad_norm": 3.881052017211914,
"learning_rate": 5.747562296858073e-06,
"loss": 0.2577,
"step": 4430
},
{
"epoch": 4.563206577595067,
"grad_norm": 4.833401203155518,
"learning_rate": 5.736728060671724e-06,
"loss": 0.2614,
"step": 4440
},
{
"epoch": 4.5734840698869474,
"grad_norm": 3.7018377780914307,
"learning_rate": 5.725893824485375e-06,
"loss": 0.2539,
"step": 4450
},
{
"epoch": 4.583761562178829,
"grad_norm": 3.454493522644043,
"learning_rate": 5.715059588299026e-06,
"loss": 0.2393,
"step": 4460
},
{
"epoch": 4.594039054470709,
"grad_norm": 3.1760177612304688,
"learning_rate": 5.7042253521126766e-06,
"loss": 0.2756,
"step": 4470
},
{
"epoch": 4.60431654676259,
"grad_norm": 3.2941226959228516,
"learning_rate": 5.6933911159263276e-06,
"loss": 0.221,
"step": 4480
},
{
"epoch": 4.614594039054471,
"grad_norm": 2.6715846061706543,
"learning_rate": 5.6825568797399786e-06,
"loss": 0.1891,
"step": 4490
},
{
"epoch": 4.6248715313463515,
"grad_norm": 4.533013343811035,
"learning_rate": 5.6717226435536295e-06,
"loss": 0.2153,
"step": 4500
},
{
"epoch": 4.635149023638232,
"grad_norm": 3.7271065711975098,
"learning_rate": 5.6608884073672805e-06,
"loss": 0.1851,
"step": 4510
},
{
"epoch": 4.645426515930113,
"grad_norm": 3.6285195350646973,
"learning_rate": 5.650054171180932e-06,
"loss": 0.2545,
"step": 4520
},
{
"epoch": 4.655704008221994,
"grad_norm": 2.942715883255005,
"learning_rate": 5.639219934994583e-06,
"loss": 0.2742,
"step": 4530
},
{
"epoch": 4.665981500513874,
"grad_norm": 3.835853099822998,
"learning_rate": 5.628385698808234e-06,
"loss": 0.26,
"step": 4540
},
{
"epoch": 4.676258992805756,
"grad_norm": 2.985145092010498,
"learning_rate": 5.617551462621885e-06,
"loss": 0.1806,
"step": 4550
},
{
"epoch": 4.686536485097636,
"grad_norm": 2.787224531173706,
"learning_rate": 5.606717226435536e-06,
"loss": 0.2763,
"step": 4560
},
{
"epoch": 4.6968139773895174,
"grad_norm": 3.8157551288604736,
"learning_rate": 5.595882990249187e-06,
"loss": 0.2892,
"step": 4570
},
{
"epoch": 4.707091469681398,
"grad_norm": 3.440402030944824,
"learning_rate": 5.585048754062839e-06,
"loss": 0.2788,
"step": 4580
},
{
"epoch": 4.717368961973278,
"grad_norm": 4.048103332519531,
"learning_rate": 5.57421451787649e-06,
"loss": 0.265,
"step": 4590
},
{
"epoch": 4.727646454265159,
"grad_norm": 2.923424482345581,
"learning_rate": 5.563380281690142e-06,
"loss": 0.2165,
"step": 4600
},
{
"epoch": 4.73792394655704,
"grad_norm": 2.8023345470428467,
"learning_rate": 5.552546045503793e-06,
"loss": 0.1895,
"step": 4610
},
{
"epoch": 4.748201438848921,
"grad_norm": 2.900959014892578,
"learning_rate": 5.541711809317444e-06,
"loss": 0.195,
"step": 4620
},
{
"epoch": 4.758478931140802,
"grad_norm": 3.2633719444274902,
"learning_rate": 5.530877573131095e-06,
"loss": 0.2658,
"step": 4630
},
{
"epoch": 4.7687564234326825,
"grad_norm": 3.7170844078063965,
"learning_rate": 5.520043336944746e-06,
"loss": 0.2247,
"step": 4640
},
{
"epoch": 4.779033915724563,
"grad_norm": 3.317171573638916,
"learning_rate": 5.509209100758397e-06,
"loss": 0.2497,
"step": 4650
},
{
"epoch": 4.789311408016444,
"grad_norm": 3.8781418800354004,
"learning_rate": 5.498374864572048e-06,
"loss": 0.218,
"step": 4660
},
{
"epoch": 4.799588900308325,
"grad_norm": 3.596952438354492,
"learning_rate": 5.487540628385699e-06,
"loss": 0.2871,
"step": 4670
},
{
"epoch": 4.809866392600205,
"grad_norm": 3.8521931171417236,
"learning_rate": 5.47670639219935e-06,
"loss": 0.2784,
"step": 4680
},
{
"epoch": 4.820143884892087,
"grad_norm": 3.562053680419922,
"learning_rate": 5.465872156013001e-06,
"loss": 0.2502,
"step": 4690
},
{
"epoch": 4.830421377183967,
"grad_norm": 3.1473138332366943,
"learning_rate": 5.455037919826652e-06,
"loss": 0.1935,
"step": 4700
},
{
"epoch": 4.8406988694758475,
"grad_norm": 3.755488157272339,
"learning_rate": 5.444203683640304e-06,
"loss": 0.2786,
"step": 4710
},
{
"epoch": 4.850976361767729,
"grad_norm": 2.7507431507110596,
"learning_rate": 5.433369447453955e-06,
"loss": 0.1997,
"step": 4720
},
{
"epoch": 4.861253854059609,
"grad_norm": 2.5082316398620605,
"learning_rate": 5.422535211267607e-06,
"loss": 0.1983,
"step": 4730
},
{
"epoch": 4.871531346351491,
"grad_norm": 4.426095485687256,
"learning_rate": 5.411700975081258e-06,
"loss": 0.2835,
"step": 4740
},
{
"epoch": 4.881808838643371,
"grad_norm": 3.8168785572052,
"learning_rate": 5.400866738894909e-06,
"loss": 0.197,
"step": 4750
},
{
"epoch": 4.892086330935252,
"grad_norm": 3.388019561767578,
"learning_rate": 5.39003250270856e-06,
"loss": 0.2651,
"step": 4760
},
{
"epoch": 4.902363823227133,
"grad_norm": 4.148802757263184,
"learning_rate": 5.379198266522211e-06,
"loss": 0.267,
"step": 4770
},
{
"epoch": 4.912641315519013,
"grad_norm": 4.763253211975098,
"learning_rate": 5.368364030335862e-06,
"loss": 0.2307,
"step": 4780
},
{
"epoch": 4.922918807810894,
"grad_norm": 5.207771301269531,
"learning_rate": 5.357529794149513e-06,
"loss": 0.2559,
"step": 4790
},
{
"epoch": 4.933196300102775,
"grad_norm": 2.9947853088378906,
"learning_rate": 5.346695557963164e-06,
"loss": 0.1951,
"step": 4800
},
{
"epoch": 4.943473792394656,
"grad_norm": 3.326383113861084,
"learning_rate": 5.335861321776815e-06,
"loss": 0.2096,
"step": 4810
},
{
"epoch": 4.953751284686536,
"grad_norm": 4.471996307373047,
"learning_rate": 5.325027085590466e-06,
"loss": 0.2297,
"step": 4820
},
{
"epoch": 4.9640287769784175,
"grad_norm": 2.7022922039031982,
"learning_rate": 5.314192849404117e-06,
"loss": 0.1895,
"step": 4830
},
{
"epoch": 4.974306269270298,
"grad_norm": 2.3356800079345703,
"learning_rate": 5.303358613217768e-06,
"loss": 0.1827,
"step": 4840
},
{
"epoch": 4.984583761562179,
"grad_norm": 3.5485782623291016,
"learning_rate": 5.292524377031419e-06,
"loss": 0.2314,
"step": 4850
},
{
"epoch": 4.99486125385406,
"grad_norm": 4.482807159423828,
"learning_rate": 5.28169014084507e-06,
"loss": 0.272,
"step": 4860
},
{
"epoch": 5.0,
"eval_loss": 0.3424507975578308,
"eval_runtime": 2155.9454,
"eval_samples_per_second": 2.722,
"eval_steps_per_second": 0.085,
"eval_wer": 0.3638944174361317,
"step": 4865
},
{
"epoch": 5.00513874614594,
"grad_norm": 3.5453717708587646,
"learning_rate": 5.270855904658721e-06,
"loss": 0.1935,
"step": 4870
},
{
"epoch": 5.015416238437822,
"grad_norm": 2.4929885864257812,
"learning_rate": 5.260021668472372e-06,
"loss": 0.2384,
"step": 4880
},
{
"epoch": 5.025693730729702,
"grad_norm": 4.065361499786377,
"learning_rate": 5.249187432286025e-06,
"loss": 0.1792,
"step": 4890
},
{
"epoch": 5.0359712230215825,
"grad_norm": 2.583575487136841,
"learning_rate": 5.238353196099676e-06,
"loss": 0.2077,
"step": 4900
},
{
"epoch": 5.046248715313464,
"grad_norm": 2.885948896408081,
"learning_rate": 5.227518959913327e-06,
"loss": 0.1988,
"step": 4910
},
{
"epoch": 5.056526207605344,
"grad_norm": 3.0783309936523438,
"learning_rate": 5.216684723726978e-06,
"loss": 0.1974,
"step": 4920
},
{
"epoch": 5.066803699897225,
"grad_norm": 2.903958559036255,
"learning_rate": 5.205850487540629e-06,
"loss": 0.2528,
"step": 4930
},
{
"epoch": 5.077081192189106,
"grad_norm": 4.175934791564941,
"learning_rate": 5.19501625135428e-06,
"loss": 0.2178,
"step": 4940
},
{
"epoch": 5.087358684480987,
"grad_norm": 2.6728291511535645,
"learning_rate": 5.184182015167931e-06,
"loss": 0.2193,
"step": 4950
},
{
"epoch": 5.097636176772867,
"grad_norm": 2.6697630882263184,
"learning_rate": 5.173347778981582e-06,
"loss": 0.1994,
"step": 4960
},
{
"epoch": 5.107913669064748,
"grad_norm": 3.4050991535186768,
"learning_rate": 5.162513542795233e-06,
"loss": 0.2599,
"step": 4970
},
{
"epoch": 5.118191161356629,
"grad_norm": 4.359245300292969,
"learning_rate": 5.151679306608884e-06,
"loss": 0.1863,
"step": 4980
},
{
"epoch": 5.128468653648509,
"grad_norm": 4.7175726890563965,
"learning_rate": 5.140845070422536e-06,
"loss": 0.2285,
"step": 4990
},
{
"epoch": 5.138746145940391,
"grad_norm": 3.808244228363037,
"learning_rate": 5.130010834236187e-06,
"loss": 0.2287,
"step": 5000
},
{
"epoch": 5.149023638232271,
"grad_norm": 2.721421957015991,
"learning_rate": 5.119176598049838e-06,
"loss": 0.1837,
"step": 5010
},
{
"epoch": 5.1593011305241525,
"grad_norm": 3.716888427734375,
"learning_rate": 5.108342361863489e-06,
"loss": 0.1911,
"step": 5020
},
{
"epoch": 5.169578622816033,
"grad_norm": 2.224301338195801,
"learning_rate": 5.09750812567714e-06,
"loss": 0.2105,
"step": 5030
},
{
"epoch": 5.179856115107913,
"grad_norm": 2.7661211490631104,
"learning_rate": 5.086673889490791e-06,
"loss": 0.1896,
"step": 5040
},
{
"epoch": 5.190133607399795,
"grad_norm": 2.1640748977661133,
"learning_rate": 5.075839653304443e-06,
"loss": 0.2515,
"step": 5050
},
{
"epoch": 5.200411099691675,
"grad_norm": 2.9602606296539307,
"learning_rate": 5.065005417118094e-06,
"loss": 0.2077,
"step": 5060
},
{
"epoch": 5.210688591983556,
"grad_norm": 3.2131927013397217,
"learning_rate": 5.0541711809317454e-06,
"loss": 0.1956,
"step": 5070
},
{
"epoch": 5.220966084275437,
"grad_norm": 4.2276105880737305,
"learning_rate": 5.0433369447453964e-06,
"loss": 0.2595,
"step": 5080
},
{
"epoch": 5.2312435765673175,
"grad_norm": 2.062800645828247,
"learning_rate": 5.0325027085590474e-06,
"loss": 0.2245,
"step": 5090
},
{
"epoch": 5.241521068859198,
"grad_norm": 3.1266229152679443,
"learning_rate": 5.0216684723726984e-06,
"loss": 0.222,
"step": 5100
},
{
"epoch": 5.251798561151079,
"grad_norm": 2.811793327331543,
"learning_rate": 5.010834236186349e-06,
"loss": 0.2297,
"step": 5110
},
{
"epoch": 5.26207605344296,
"grad_norm": 3.1398720741271973,
"learning_rate": 5e-06,
"loss": 0.1736,
"step": 5120
},
{
"epoch": 5.272353545734841,
"grad_norm": 3.829897880554199,
"learning_rate": 4.989165763813651e-06,
"loss": 0.2096,
"step": 5130
},
{
"epoch": 5.282631038026722,
"grad_norm": 3.5916318893432617,
"learning_rate": 4.978331527627302e-06,
"loss": 0.2428,
"step": 5140
},
{
"epoch": 5.292908530318602,
"grad_norm": 2.3700063228607178,
"learning_rate": 4.967497291440953e-06,
"loss": 0.1932,
"step": 5150
},
{
"epoch": 5.303186022610483,
"grad_norm": 3.2748498916625977,
"learning_rate": 4.956663055254605e-06,
"loss": 0.2216,
"step": 5160
},
{
"epoch": 5.313463514902364,
"grad_norm": 2.50570011138916,
"learning_rate": 4.945828819068256e-06,
"loss": 0.219,
"step": 5170
},
{
"epoch": 5.323741007194244,
"grad_norm": 3.0017030239105225,
"learning_rate": 4.934994582881907e-06,
"loss": 0.231,
"step": 5180
},
{
"epoch": 5.334018499486126,
"grad_norm": 2.34260630607605,
"learning_rate": 4.924160346695558e-06,
"loss": 0.2528,
"step": 5190
},
{
"epoch": 5.344295991778006,
"grad_norm": 5.0798444747924805,
"learning_rate": 4.913326110509209e-06,
"loss": 0.2046,
"step": 5200
},
{
"epoch": 5.354573484069887,
"grad_norm": 3.9050886631011963,
"learning_rate": 4.90249187432286e-06,
"loss": 0.2026,
"step": 5210
},
{
"epoch": 5.364850976361768,
"grad_norm": 4.162816524505615,
"learning_rate": 4.891657638136512e-06,
"loss": 0.2601,
"step": 5220
},
{
"epoch": 5.3751284686536485,
"grad_norm": 3.383274555206299,
"learning_rate": 4.880823401950163e-06,
"loss": 0.1653,
"step": 5230
},
{
"epoch": 5.385405960945529,
"grad_norm": 2.9354922771453857,
"learning_rate": 4.869989165763814e-06,
"loss": 0.2238,
"step": 5240
},
{
"epoch": 5.39568345323741,
"grad_norm": 2.3812334537506104,
"learning_rate": 4.859154929577465e-06,
"loss": 0.2059,
"step": 5250
},
{
"epoch": 5.405960945529291,
"grad_norm": 2.6520116329193115,
"learning_rate": 4.848320693391117e-06,
"loss": 0.2624,
"step": 5260
},
{
"epoch": 5.416238437821171,
"grad_norm": 3.0220510959625244,
"learning_rate": 4.837486457204768e-06,
"loss": 0.2858,
"step": 5270
},
{
"epoch": 5.4265159301130526,
"grad_norm": 3.373061180114746,
"learning_rate": 4.826652221018419e-06,
"loss": 0.2445,
"step": 5280
},
{
"epoch": 5.436793422404933,
"grad_norm": 3.253922462463379,
"learning_rate": 4.81581798483207e-06,
"loss": 0.2465,
"step": 5290
},
{
"epoch": 5.447070914696814,
"grad_norm": 3.8040966987609863,
"learning_rate": 4.804983748645721e-06,
"loss": 0.2157,
"step": 5300
},
{
"epoch": 5.457348406988695,
"grad_norm": 2.812648057937622,
"learning_rate": 4.794149512459372e-06,
"loss": 0.2039,
"step": 5310
},
{
"epoch": 5.467625899280575,
"grad_norm": 3.9564015865325928,
"learning_rate": 4.783315276273024e-06,
"loss": 0.1993,
"step": 5320
},
{
"epoch": 5.477903391572457,
"grad_norm": 2.991647481918335,
"learning_rate": 4.772481040086675e-06,
"loss": 0.1606,
"step": 5330
},
{
"epoch": 5.488180883864337,
"grad_norm": 3.1116158962249756,
"learning_rate": 4.761646803900326e-06,
"loss": 0.2625,
"step": 5340
},
{
"epoch": 5.498458376156218,
"grad_norm": 4.179168224334717,
"learning_rate": 4.750812567713977e-06,
"loss": 0.2525,
"step": 5350
},
{
"epoch": 5.508735868448099,
"grad_norm": 3.158571481704712,
"learning_rate": 4.739978331527628e-06,
"loss": 0.2093,
"step": 5360
},
{
"epoch": 5.519013360739979,
"grad_norm": 3.2934162616729736,
"learning_rate": 4.729144095341279e-06,
"loss": 0.2581,
"step": 5370
},
{
"epoch": 5.52929085303186,
"grad_norm": 2.104811668395996,
"learning_rate": 4.71830985915493e-06,
"loss": 0.1754,
"step": 5380
},
{
"epoch": 5.539568345323741,
"grad_norm": 2.4097349643707275,
"learning_rate": 4.707475622968581e-06,
"loss": 0.1439,
"step": 5390
},
{
"epoch": 5.549845837615622,
"grad_norm": 3.515024423599243,
"learning_rate": 4.6966413867822324e-06,
"loss": 0.1735,
"step": 5400
},
{
"epoch": 5.560123329907503,
"grad_norm": 3.5324950218200684,
"learning_rate": 4.6858071505958834e-06,
"loss": 0.2659,
"step": 5410
},
{
"epoch": 5.5704008221993835,
"grad_norm": 2.9916086196899414,
"learning_rate": 4.674972914409534e-06,
"loss": 0.2829,
"step": 5420
},
{
"epoch": 5.580678314491264,
"grad_norm": 3.8028905391693115,
"learning_rate": 4.664138678223185e-06,
"loss": 0.2463,
"step": 5430
},
{
"epoch": 5.590955806783145,
"grad_norm": 3.8579933643341064,
"learning_rate": 4.653304442036836e-06,
"loss": 0.2034,
"step": 5440
},
{
"epoch": 5.601233299075026,
"grad_norm": 2.935047149658203,
"learning_rate": 4.642470205850487e-06,
"loss": 0.1735,
"step": 5450
},
{
"epoch": 5.611510791366906,
"grad_norm": 3.832740068435669,
"learning_rate": 4.631635969664139e-06,
"loss": 0.2052,
"step": 5460
},
{
"epoch": 5.621788283658788,
"grad_norm": 3.1037473678588867,
"learning_rate": 4.62080173347779e-06,
"loss": 0.1715,
"step": 5470
},
{
"epoch": 5.632065775950668,
"grad_norm": 3.4924092292785645,
"learning_rate": 4.609967497291441e-06,
"loss": 0.1661,
"step": 5480
},
{
"epoch": 5.6423432682425485,
"grad_norm": 3.0313289165496826,
"learning_rate": 4.599133261105092e-06,
"loss": 0.2318,
"step": 5490
},
{
"epoch": 5.65262076053443,
"grad_norm": 2.711442708969116,
"learning_rate": 4.588299024918744e-06,
"loss": 0.203,
"step": 5500
},
{
"epoch": 5.66289825282631,
"grad_norm": 3.3626229763031006,
"learning_rate": 4.577464788732395e-06,
"loss": 0.1957,
"step": 5510
},
{
"epoch": 5.673175745118191,
"grad_norm": 5.538825988769531,
"learning_rate": 4.566630552546046e-06,
"loss": 0.2218,
"step": 5520
},
{
"epoch": 5.683453237410072,
"grad_norm": 4.4782280921936035,
"learning_rate": 4.555796316359697e-06,
"loss": 0.2317,
"step": 5530
},
{
"epoch": 5.693730729701953,
"grad_norm": 3.762585401535034,
"learning_rate": 4.544962080173348e-06,
"loss": 0.2034,
"step": 5540
},
{
"epoch": 5.704008221993833,
"grad_norm": 2.648967981338501,
"learning_rate": 4.534127843986999e-06,
"loss": 0.2342,
"step": 5550
},
{
"epoch": 5.714285714285714,
"grad_norm": 3.2710864543914795,
"learning_rate": 4.523293607800651e-06,
"loss": 0.2271,
"step": 5560
},
{
"epoch": 5.724563206577595,
"grad_norm": 3.4262428283691406,
"learning_rate": 4.512459371614302e-06,
"loss": 0.2354,
"step": 5570
},
{
"epoch": 5.734840698869476,
"grad_norm": 4.622767925262451,
"learning_rate": 4.501625135427953e-06,
"loss": 0.2362,
"step": 5580
},
{
"epoch": 5.745118191161357,
"grad_norm": 2.523181915283203,
"learning_rate": 4.490790899241604e-06,
"loss": 0.277,
"step": 5590
},
{
"epoch": 5.755395683453237,
"grad_norm": 3.465257167816162,
"learning_rate": 4.479956663055255e-06,
"loss": 0.1887,
"step": 5600
},
{
"epoch": 5.7656731757451185,
"grad_norm": 3.522796869277954,
"learning_rate": 4.469122426868906e-06,
"loss": 0.2124,
"step": 5610
},
{
"epoch": 5.775950668036999,
"grad_norm": 2.6344645023345947,
"learning_rate": 4.458288190682557e-06,
"loss": 0.1447,
"step": 5620
},
{
"epoch": 5.786228160328879,
"grad_norm": 4.947503566741943,
"learning_rate": 4.447453954496209e-06,
"loss": 0.2845,
"step": 5630
},
{
"epoch": 5.796505652620761,
"grad_norm": 2.601114511489868,
"learning_rate": 4.43661971830986e-06,
"loss": 0.225,
"step": 5640
},
{
"epoch": 5.806783144912641,
"grad_norm": 2.1763648986816406,
"learning_rate": 4.425785482123511e-06,
"loss": 0.2572,
"step": 5650
},
{
"epoch": 5.817060637204522,
"grad_norm": 3.327956199645996,
"learning_rate": 4.414951245937162e-06,
"loss": 0.252,
"step": 5660
},
{
"epoch": 5.827338129496403,
"grad_norm": 3.0444459915161133,
"learning_rate": 4.404117009750813e-06,
"loss": 0.202,
"step": 5670
},
{
"epoch": 5.8376156217882835,
"grad_norm": 3.5194921493530273,
"learning_rate": 4.393282773564464e-06,
"loss": 0.1841,
"step": 5680
},
{
"epoch": 5.847893114080165,
"grad_norm": 6.3386759757995605,
"learning_rate": 4.3824485373781155e-06,
"loss": 0.2575,
"step": 5690
},
{
"epoch": 5.858170606372045,
"grad_norm": 2.679220676422119,
"learning_rate": 4.3716143011917665e-06,
"loss": 0.2159,
"step": 5700
},
{
"epoch": 5.868448098663926,
"grad_norm": 3.0586998462677,
"learning_rate": 4.3607800650054174e-06,
"loss": 0.2096,
"step": 5710
},
{
"epoch": 5.878725590955807,
"grad_norm": 3.4423577785491943,
"learning_rate": 4.3499458288190684e-06,
"loss": 0.2255,
"step": 5720
},
{
"epoch": 5.889003083247688,
"grad_norm": 2.7511608600616455,
"learning_rate": 4.33911159263272e-06,
"loss": 0.1964,
"step": 5730
},
{
"epoch": 5.899280575539568,
"grad_norm": 2.233632802963257,
"learning_rate": 4.328277356446371e-06,
"loss": 0.197,
"step": 5740
},
{
"epoch": 5.909558067831449,
"grad_norm": 2.6019561290740967,
"learning_rate": 4.317443120260022e-06,
"loss": 0.167,
"step": 5750
},
{
"epoch": 5.91983556012333,
"grad_norm": 2.9982266426086426,
"learning_rate": 4.306608884073673e-06,
"loss": 0.2546,
"step": 5760
},
{
"epoch": 5.93011305241521,
"grad_norm": 2.8179750442504883,
"learning_rate": 4.295774647887324e-06,
"loss": 0.2555,
"step": 5770
},
{
"epoch": 5.940390544707092,
"grad_norm": 3.8446030616760254,
"learning_rate": 4.284940411700975e-06,
"loss": 0.2172,
"step": 5780
},
{
"epoch": 5.950668036998972,
"grad_norm": 3.377340078353882,
"learning_rate": 4.274106175514627e-06,
"loss": 0.2168,
"step": 5790
},
{
"epoch": 5.9609455292908535,
"grad_norm": 4.0742411613464355,
"learning_rate": 4.263271939328278e-06,
"loss": 0.2135,
"step": 5800
},
{
"epoch": 5.971223021582734,
"grad_norm": 2.8021926879882812,
"learning_rate": 4.252437703141929e-06,
"loss": 0.2091,
"step": 5810
},
{
"epoch": 5.9815005138746145,
"grad_norm": 2.8668556213378906,
"learning_rate": 4.24160346695558e-06,
"loss": 0.1975,
"step": 5820
},
{
"epoch": 5.991778006166495,
"grad_norm": 3.0243079662323,
"learning_rate": 4.230769230769231e-06,
"loss": 0.2246,
"step": 5830
},
{
"epoch": 6.0,
"eval_loss": 0.3370836079120636,
"eval_runtime": 1607.0593,
"eval_samples_per_second": 3.651,
"eval_steps_per_second": 0.114,
"eval_wer": 0.3341055173088845,
"step": 5838
},
{
"epoch": 6.002055498458376,
"grad_norm": 4.44910192489624,
"learning_rate": 4.219934994582882e-06,
"loss": 0.2229,
"step": 5840
},
{
"epoch": 6.012332990750257,
"grad_norm": 4.300351142883301,
"learning_rate": 4.209100758396533e-06,
"loss": 0.2699,
"step": 5850
},
{
"epoch": 6.022610483042138,
"grad_norm": 2.6255762577056885,
"learning_rate": 4.198266522210184e-06,
"loss": 0.2489,
"step": 5860
},
{
"epoch": 6.0328879753340185,
"grad_norm": 3.224179267883301,
"learning_rate": 4.187432286023836e-06,
"loss": 0.2066,
"step": 5870
},
{
"epoch": 6.043165467625899,
"grad_norm": 2.1570770740509033,
"learning_rate": 4.176598049837487e-06,
"loss": 0.1952,
"step": 5880
},
{
"epoch": 6.05344295991778,
"grad_norm": 2.8564834594726562,
"learning_rate": 4.165763813651138e-06,
"loss": 0.1647,
"step": 5890
},
{
"epoch": 6.063720452209661,
"grad_norm": 3.121005058288574,
"learning_rate": 4.154929577464789e-06,
"loss": 0.1846,
"step": 5900
},
{
"epoch": 6.073997944501541,
"grad_norm": 2.7559916973114014,
"learning_rate": 4.14409534127844e-06,
"loss": 0.2056,
"step": 5910
},
{
"epoch": 6.084275436793423,
"grad_norm": 2.2764577865600586,
"learning_rate": 4.133261105092091e-06,
"loss": 0.1827,
"step": 5920
},
{
"epoch": 6.094552929085303,
"grad_norm": 3.273794412612915,
"learning_rate": 4.122426868905743e-06,
"loss": 0.2004,
"step": 5930
},
{
"epoch": 6.104830421377184,
"grad_norm": 3.497180461883545,
"learning_rate": 4.111592632719394e-06,
"loss": 0.1765,
"step": 5940
},
{
"epoch": 6.115107913669065,
"grad_norm": 2.506742238998413,
"learning_rate": 4.100758396533045e-06,
"loss": 0.1928,
"step": 5950
},
{
"epoch": 6.125385405960945,
"grad_norm": 4.537923812866211,
"learning_rate": 4.089924160346696e-06,
"loss": 0.2638,
"step": 5960
},
{
"epoch": 6.135662898252827,
"grad_norm": 4.140702247619629,
"learning_rate": 4.0790899241603475e-06,
"loss": 0.2831,
"step": 5970
},
{
"epoch": 6.145940390544707,
"grad_norm": 3.754379987716675,
"learning_rate": 4.0682556879739985e-06,
"loss": 0.2594,
"step": 5980
},
{
"epoch": 6.156217882836588,
"grad_norm": 4.139322757720947,
"learning_rate": 4.0574214517876495e-06,
"loss": 0.154,
"step": 5990
},
{
"epoch": 6.166495375128469,
"grad_norm": 2.700397491455078,
"learning_rate": 4.0465872156013005e-06,
"loss": 0.1733,
"step": 6000
},
{
"epoch": 6.1767728674203495,
"grad_norm": 4.563075542449951,
"learning_rate": 4.0357529794149515e-06,
"loss": 0.1818,
"step": 6010
},
{
"epoch": 6.18705035971223,
"grad_norm": 3.9990346431732178,
"learning_rate": 4.024918743228603e-06,
"loss": 0.1735,
"step": 6020
},
{
"epoch": 6.197327852004111,
"grad_norm": 3.266754627227783,
"learning_rate": 4.014084507042254e-06,
"loss": 0.2065,
"step": 6030
},
{
"epoch": 6.207605344295992,
"grad_norm": 2.936103105545044,
"learning_rate": 4.003250270855905e-06,
"loss": 0.2146,
"step": 6040
},
{
"epoch": 6.217882836587872,
"grad_norm": 3.2443127632141113,
"learning_rate": 3.992416034669556e-06,
"loss": 0.2163,
"step": 6050
},
{
"epoch": 6.228160328879754,
"grad_norm": 1.8829902410507202,
"learning_rate": 3.981581798483207e-06,
"loss": 0.2112,
"step": 6060
},
{
"epoch": 6.238437821171634,
"grad_norm": 3.7794463634490967,
"learning_rate": 3.970747562296858e-06,
"loss": 0.2099,
"step": 6070
},
{
"epoch": 6.2487153134635145,
"grad_norm": 3.4124205112457275,
"learning_rate": 3.959913326110509e-06,
"loss": 0.2275,
"step": 6080
},
{
"epoch": 6.258992805755396,
"grad_norm": 3.0793240070343018,
"learning_rate": 3.94907908992416e-06,
"loss": 0.2107,
"step": 6090
},
{
"epoch": 6.269270298047276,
"grad_norm": 2.9140002727508545,
"learning_rate": 3.938244853737812e-06,
"loss": 0.2207,
"step": 6100
},
{
"epoch": 6.279547790339157,
"grad_norm": 4.15077543258667,
"learning_rate": 3.927410617551463e-06,
"loss": 0.2423,
"step": 6110
},
{
"epoch": 6.289825282631038,
"grad_norm": 3.4205381870269775,
"learning_rate": 3.916576381365114e-06,
"loss": 0.2209,
"step": 6120
},
{
"epoch": 6.300102774922919,
"grad_norm": 3.495804786682129,
"learning_rate": 3.905742145178765e-06,
"loss": 0.2076,
"step": 6130
},
{
"epoch": 6.3103802672148,
"grad_norm": 2.691032886505127,
"learning_rate": 3.894907908992416e-06,
"loss": 0.1965,
"step": 6140
},
{
"epoch": 6.32065775950668,
"grad_norm": 3.958749771118164,
"learning_rate": 3.884073672806067e-06,
"loss": 0.2056,
"step": 6150
},
{
"epoch": 6.330935251798561,
"grad_norm": 2.556640386581421,
"learning_rate": 3.873239436619718e-06,
"loss": 0.215,
"step": 6160
},
{
"epoch": 6.341212744090442,
"grad_norm": 2.6547491550445557,
"learning_rate": 3.86240520043337e-06,
"loss": 0.1615,
"step": 6170
},
{
"epoch": 6.351490236382323,
"grad_norm": 2.9845190048217773,
"learning_rate": 3.851570964247021e-06,
"loss": 0.2045,
"step": 6180
},
{
"epoch": 6.361767728674203,
"grad_norm": 3.978686571121216,
"learning_rate": 3.840736728060672e-06,
"loss": 0.2107,
"step": 6190
},
{
"epoch": 6.3720452209660845,
"grad_norm": 2.142049551010132,
"learning_rate": 3.829902491874323e-06,
"loss": 0.2276,
"step": 6200
},
{
"epoch": 6.382322713257965,
"grad_norm": 2.729975938796997,
"learning_rate": 3.819068255687975e-06,
"loss": 0.2222,
"step": 6210
},
{
"epoch": 6.392600205549845,
"grad_norm": 3.538694381713867,
"learning_rate": 3.8082340195016253e-06,
"loss": 0.208,
"step": 6220
},
{
"epoch": 6.402877697841727,
"grad_norm": 2.490054130554199,
"learning_rate": 3.7973997833152767e-06,
"loss": 0.2149,
"step": 6230
},
{
"epoch": 6.413155190133607,
"grad_norm": 3.753293514251709,
"learning_rate": 3.7865655471289277e-06,
"loss": 0.1673,
"step": 6240
},
{
"epoch": 6.423432682425489,
"grad_norm": 3.622450828552246,
"learning_rate": 3.7757313109425787e-06,
"loss": 0.2291,
"step": 6250
},
{
"epoch": 6.433710174717369,
"grad_norm": 4.3948187828063965,
"learning_rate": 3.76489707475623e-06,
"loss": 0.2168,
"step": 6260
},
{
"epoch": 6.4439876670092495,
"grad_norm": 3.6386053562164307,
"learning_rate": 3.7540628385698815e-06,
"loss": 0.2269,
"step": 6270
},
{
"epoch": 6.454265159301131,
"grad_norm": 2.8120999336242676,
"learning_rate": 3.7432286023835325e-06,
"loss": 0.2137,
"step": 6280
},
{
"epoch": 6.464542651593011,
"grad_norm": 4.64008092880249,
"learning_rate": 3.7323943661971835e-06,
"loss": 0.2356,
"step": 6290
},
{
"epoch": 6.474820143884892,
"grad_norm": 3.2172248363494873,
"learning_rate": 3.7215601300108345e-06,
"loss": 0.2019,
"step": 6300
},
{
"epoch": 6.485097636176773,
"grad_norm": 3.1428282260894775,
"learning_rate": 3.7107258938244855e-06,
"loss": 0.1808,
"step": 6310
},
{
"epoch": 6.495375128468654,
"grad_norm": 4.095731735229492,
"learning_rate": 3.6998916576381365e-06,
"loss": 0.2001,
"step": 6320
},
{
"epoch": 6.505652620760534,
"grad_norm": 2.5641703605651855,
"learning_rate": 3.689057421451788e-06,
"loss": 0.2002,
"step": 6330
},
{
"epoch": 6.515930113052415,
"grad_norm": 2.615081787109375,
"learning_rate": 3.6782231852654393e-06,
"loss": 0.1668,
"step": 6340
},
{
"epoch": 6.526207605344296,
"grad_norm": 3.6635892391204834,
"learning_rate": 3.6673889490790903e-06,
"loss": 0.2371,
"step": 6350
},
{
"epoch": 6.536485097636177,
"grad_norm": 4.5991950035095215,
"learning_rate": 3.6565547128927413e-06,
"loss": 0.1814,
"step": 6360
},
{
"epoch": 6.546762589928058,
"grad_norm": 3.3164796829223633,
"learning_rate": 3.6457204767063927e-06,
"loss": 0.1804,
"step": 6370
},
{
"epoch": 6.557040082219938,
"grad_norm": 2.7094385623931885,
"learning_rate": 3.6348862405200437e-06,
"loss": 0.2325,
"step": 6380
},
{
"epoch": 6.567317574511819,
"grad_norm": 3.2538888454437256,
"learning_rate": 3.6240520043336947e-06,
"loss": 0.1925,
"step": 6390
},
{
"epoch": 6.5775950668037,
"grad_norm": 4.265585422515869,
"learning_rate": 3.6132177681473457e-06,
"loss": 0.2064,
"step": 6400
},
{
"epoch": 6.5878725590955804,
"grad_norm": 3.4931657314300537,
"learning_rate": 3.6023835319609967e-06,
"loss": 0.2144,
"step": 6410
},
{
"epoch": 6.598150051387462,
"grad_norm": 3.760213851928711,
"learning_rate": 3.5915492957746485e-06,
"loss": 0.1294,
"step": 6420
},
{
"epoch": 6.608427543679342,
"grad_norm": 2.018725872039795,
"learning_rate": 3.5807150595882995e-06,
"loss": 0.2067,
"step": 6430
},
{
"epoch": 6.618705035971223,
"grad_norm": 3.8554389476776123,
"learning_rate": 3.5698808234019505e-06,
"loss": 0.1834,
"step": 6440
},
{
"epoch": 6.628982528263104,
"grad_norm": 2.937488555908203,
"learning_rate": 3.5590465872156015e-06,
"loss": 0.193,
"step": 6450
},
{
"epoch": 6.6392600205549845,
"grad_norm": 3.228877067565918,
"learning_rate": 3.5482123510292525e-06,
"loss": 0.2365,
"step": 6460
},
{
"epoch": 6.649537512846865,
"grad_norm": 2.6487700939178467,
"learning_rate": 3.537378114842904e-06,
"loss": 0.2074,
"step": 6470
},
{
"epoch": 6.659815005138746,
"grad_norm": 1.9501376152038574,
"learning_rate": 3.526543878656555e-06,
"loss": 0.1831,
"step": 6480
},
{
"epoch": 6.670092497430627,
"grad_norm": 3.428683280944824,
"learning_rate": 3.5157096424702063e-06,
"loss": 0.1707,
"step": 6490
},
{
"epoch": 6.680369989722507,
"grad_norm": 4.162604808807373,
"learning_rate": 3.5048754062838573e-06,
"loss": 0.1814,
"step": 6500
},
{
"epoch": 6.690647482014389,
"grad_norm": 2.8636157512664795,
"learning_rate": 3.4940411700975087e-06,
"loss": 0.2169,
"step": 6510
},
{
"epoch": 6.700924974306269,
"grad_norm": 3.628262519836426,
"learning_rate": 3.4832069339111597e-06,
"loss": 0.2447,
"step": 6520
},
{
"epoch": 6.7112024665981505,
"grad_norm": 3.1727042198181152,
"learning_rate": 3.4723726977248107e-06,
"loss": 0.2149,
"step": 6530
},
{
"epoch": 6.721479958890031,
"grad_norm": 4.583132743835449,
"learning_rate": 3.4615384615384617e-06,
"loss": 0.1968,
"step": 6540
},
{
"epoch": 6.731757451181911,
"grad_norm": 2.8516876697540283,
"learning_rate": 3.4507042253521127e-06,
"loss": 0.1502,
"step": 6550
},
{
"epoch": 6.742034943473793,
"grad_norm": 3.4025397300720215,
"learning_rate": 3.4398699891657637e-06,
"loss": 0.2249,
"step": 6560
},
{
"epoch": 6.752312435765673,
"grad_norm": 2.9527840614318848,
"learning_rate": 3.4290357529794155e-06,
"loss": 0.1757,
"step": 6570
},
{
"epoch": 6.762589928057554,
"grad_norm": 3.4826791286468506,
"learning_rate": 3.4182015167930665e-06,
"loss": 0.1957,
"step": 6580
},
{
"epoch": 6.772867420349435,
"grad_norm": 2.293030023574829,
"learning_rate": 3.4073672806067175e-06,
"loss": 0.2031,
"step": 6590
},
{
"epoch": 6.7831449126413155,
"grad_norm": 2.7427804470062256,
"learning_rate": 3.3965330444203685e-06,
"loss": 0.1944,
"step": 6600
},
{
"epoch": 6.793422404933196,
"grad_norm": 2.6534154415130615,
"learning_rate": 3.38569880823402e-06,
"loss": 0.2157,
"step": 6610
},
{
"epoch": 6.803699897225077,
"grad_norm": 3.0126819610595703,
"learning_rate": 3.374864572047671e-06,
"loss": 0.204,
"step": 6620
},
{
"epoch": 6.813977389516958,
"grad_norm": 2.957345724105835,
"learning_rate": 3.364030335861322e-06,
"loss": 0.1765,
"step": 6630
},
{
"epoch": 6.824254881808839,
"grad_norm": 3.7311325073242188,
"learning_rate": 3.353196099674973e-06,
"loss": 0.2501,
"step": 6640
},
{
"epoch": 6.83453237410072,
"grad_norm": 3.535660743713379,
"learning_rate": 3.3423618634886247e-06,
"loss": 0.2223,
"step": 6650
},
{
"epoch": 6.8448098663926,
"grad_norm": 2.5555760860443115,
"learning_rate": 3.3315276273022757e-06,
"loss": 0.1979,
"step": 6660
},
{
"epoch": 6.8550873586844805,
"grad_norm": 3.8657376766204834,
"learning_rate": 3.3206933911159267e-06,
"loss": 0.1537,
"step": 6670
},
{
"epoch": 6.865364850976362,
"grad_norm": 3.7345712184906006,
"learning_rate": 3.3098591549295777e-06,
"loss": 0.1761,
"step": 6680
},
{
"epoch": 6.875642343268242,
"grad_norm": 3.04667329788208,
"learning_rate": 3.2990249187432287e-06,
"loss": 0.2655,
"step": 6690
},
{
"epoch": 6.885919835560124,
"grad_norm": 2.715324640274048,
"learning_rate": 3.2881906825568797e-06,
"loss": 0.2037,
"step": 6700
},
{
"epoch": 6.896197327852004,
"grad_norm": 3.4638121128082275,
"learning_rate": 3.277356446370531e-06,
"loss": 0.2189,
"step": 6710
},
{
"epoch": 6.906474820143885,
"grad_norm": 1.9942344427108765,
"learning_rate": 3.266522210184182e-06,
"loss": 0.2246,
"step": 6720
},
{
"epoch": 6.916752312435766,
"grad_norm": 4.648674011230469,
"learning_rate": 3.2556879739978335e-06,
"loss": 0.1811,
"step": 6730
},
{
"epoch": 6.927029804727646,
"grad_norm": 3.068770170211792,
"learning_rate": 3.2448537378114845e-06,
"loss": 0.1767,
"step": 6740
},
{
"epoch": 6.937307297019527,
"grad_norm": 4.408273696899414,
"learning_rate": 3.234019501625136e-06,
"loss": 0.1555,
"step": 6750
},
{
"epoch": 6.947584789311408,
"grad_norm": 2.8085215091705322,
"learning_rate": 3.223185265438787e-06,
"loss": 0.1882,
"step": 6760
},
{
"epoch": 6.957862281603289,
"grad_norm": 2.6439192295074463,
"learning_rate": 3.212351029252438e-06,
"loss": 0.188,
"step": 6770
},
{
"epoch": 6.968139773895169,
"grad_norm": 3.1821489334106445,
"learning_rate": 3.201516793066089e-06,
"loss": 0.1666,
"step": 6780
},
{
"epoch": 6.9784172661870505,
"grad_norm": 4.910435199737549,
"learning_rate": 3.19068255687974e-06,
"loss": 0.2278,
"step": 6790
},
{
"epoch": 6.988694758478931,
"grad_norm": 3.4465863704681396,
"learning_rate": 3.1798483206933913e-06,
"loss": 0.2256,
"step": 6800
},
{
"epoch": 6.998972250770812,
"grad_norm": 4.111727237701416,
"learning_rate": 3.1690140845070427e-06,
"loss": 0.1541,
"step": 6810
},
{
"epoch": 7.0,
"eval_loss": 0.3404325246810913,
"eval_runtime": 1214.8326,
"eval_samples_per_second": 4.83,
"eval_steps_per_second": 0.151,
"eval_wer": 0.3377271689125257,
"step": 6811
},
{
"epoch": 7.009249743062693,
"grad_norm": 2.5531973838806152,
"learning_rate": 3.1581798483206937e-06,
"loss": 0.1542,
"step": 6820
},
{
"epoch": 7.019527235354573,
"grad_norm": 2.626990556716919,
"learning_rate": 3.1473456121343447e-06,
"loss": 0.2472,
"step": 6830
},
{
"epoch": 7.029804727646455,
"grad_norm": 3.149609327316284,
"learning_rate": 3.136511375947996e-06,
"loss": 0.1635,
"step": 6840
},
{
"epoch": 7.040082219938335,
"grad_norm": 2.6103062629699707,
"learning_rate": 3.125677139761647e-06,
"loss": 0.1614,
"step": 6850
},
{
"epoch": 7.0503597122302155,
"grad_norm": 3.6957461833953857,
"learning_rate": 3.114842903575298e-06,
"loss": 0.2344,
"step": 6860
},
{
"epoch": 7.060637204522097,
"grad_norm": 3.363518238067627,
"learning_rate": 3.104008667388949e-06,
"loss": 0.1342,
"step": 6870
},
{
"epoch": 7.070914696813977,
"grad_norm": 4.158355236053467,
"learning_rate": 3.093174431202601e-06,
"loss": 0.2523,
"step": 6880
},
{
"epoch": 7.081192189105858,
"grad_norm": 2.6004796028137207,
"learning_rate": 3.082340195016252e-06,
"loss": 0.1161,
"step": 6890
},
{
"epoch": 7.091469681397739,
"grad_norm": 2.7090814113616943,
"learning_rate": 3.071505958829903e-06,
"loss": 0.1893,
"step": 6900
},
{
"epoch": 7.10174717368962,
"grad_norm": 3.5262081623077393,
"learning_rate": 3.060671722643554e-06,
"loss": 0.2165,
"step": 6910
},
{
"epoch": 7.112024665981501,
"grad_norm": 4.6180267333984375,
"learning_rate": 3.049837486457205e-06,
"loss": 0.1831,
"step": 6920
},
{
"epoch": 7.122302158273381,
"grad_norm": 3.9975624084472656,
"learning_rate": 3.039003250270856e-06,
"loss": 0.175,
"step": 6930
},
{
"epoch": 7.132579650565262,
"grad_norm": 4.310418605804443,
"learning_rate": 3.0281690140845073e-06,
"loss": 0.2098,
"step": 6940
},
{
"epoch": 7.142857142857143,
"grad_norm": 2.2856907844543457,
"learning_rate": 3.0173347778981583e-06,
"loss": 0.189,
"step": 6950
},
{
"epoch": 7.153134635149024,
"grad_norm": 3.758925199508667,
"learning_rate": 3.0065005417118097e-06,
"loss": 0.2086,
"step": 6960
},
{
"epoch": 7.163412127440904,
"grad_norm": 4.2040252685546875,
"learning_rate": 2.9956663055254607e-06,
"loss": 0.2719,
"step": 6970
},
{
"epoch": 7.1736896197327855,
"grad_norm": 3.452918767929077,
"learning_rate": 2.984832069339112e-06,
"loss": 0.1471,
"step": 6980
},
{
"epoch": 7.183967112024666,
"grad_norm": 3.493724822998047,
"learning_rate": 2.973997833152763e-06,
"loss": 0.1716,
"step": 6990
},
{
"epoch": 7.194244604316546,
"grad_norm": 2.078178882598877,
"learning_rate": 2.963163596966414e-06,
"loss": 0.2764,
"step": 7000
},
{
"epoch": 7.204522096608428,
"grad_norm": 3.1027865409851074,
"learning_rate": 2.952329360780065e-06,
"loss": 0.22,
"step": 7010
},
{
"epoch": 7.214799588900308,
"grad_norm": 3.700126886367798,
"learning_rate": 2.941495124593716e-06,
"loss": 0.1683,
"step": 7020
},
{
"epoch": 7.225077081192189,
"grad_norm": 3.756478786468506,
"learning_rate": 2.930660888407367e-06,
"loss": 0.2066,
"step": 7030
},
{
"epoch": 7.23535457348407,
"grad_norm": 3.128451108932495,
"learning_rate": 2.919826652221019e-06,
"loss": 0.1784,
"step": 7040
},
{
"epoch": 7.2456320657759505,
"grad_norm": 3.994805097579956,
"learning_rate": 2.90899241603467e-06,
"loss": 0.157,
"step": 7050
},
{
"epoch": 7.255909558067831,
"grad_norm": 4.610233783721924,
"learning_rate": 2.898158179848321e-06,
"loss": 0.2441,
"step": 7060
},
{
"epoch": 7.266187050359712,
"grad_norm": 2.6469390392303467,
"learning_rate": 2.887323943661972e-06,
"loss": 0.1671,
"step": 7070
},
{
"epoch": 7.276464542651593,
"grad_norm": 2.4186360836029053,
"learning_rate": 2.8764897074756233e-06,
"loss": 0.1811,
"step": 7080
},
{
"epoch": 7.286742034943474,
"grad_norm": 1.9925665855407715,
"learning_rate": 2.8656554712892743e-06,
"loss": 0.222,
"step": 7090
},
{
"epoch": 7.297019527235355,
"grad_norm": 3.5605309009552,
"learning_rate": 2.8548212351029253e-06,
"loss": 0.197,
"step": 7100
},
{
"epoch": 7.307297019527235,
"grad_norm": 2.999796152114868,
"learning_rate": 2.8439869989165763e-06,
"loss": 0.2111,
"step": 7110
},
{
"epoch": 7.3175745118191164,
"grad_norm": 4.410515308380127,
"learning_rate": 2.833152762730228e-06,
"loss": 0.1883,
"step": 7120
},
{
"epoch": 7.327852004110997,
"grad_norm": 2.7855818271636963,
"learning_rate": 2.822318526543879e-06,
"loss": 0.2016,
"step": 7130
},
{
"epoch": 7.338129496402877,
"grad_norm": 3.494032859802246,
"learning_rate": 2.81148429035753e-06,
"loss": 0.2146,
"step": 7140
},
{
"epoch": 7.348406988694759,
"grad_norm": 2.8652873039245605,
"learning_rate": 2.800650054171181e-06,
"loss": 0.1437,
"step": 7150
},
{
"epoch": 7.358684480986639,
"grad_norm": 2.307541847229004,
"learning_rate": 2.789815817984832e-06,
"loss": 0.1561,
"step": 7160
},
{
"epoch": 7.36896197327852,
"grad_norm": 2.4155330657958984,
"learning_rate": 2.778981581798483e-06,
"loss": 0.1579,
"step": 7170
},
{
"epoch": 7.379239465570401,
"grad_norm": 2.9460861682891846,
"learning_rate": 2.7681473456121345e-06,
"loss": 0.1708,
"step": 7180
},
{
"epoch": 7.3895169578622815,
"grad_norm": 3.845841407775879,
"learning_rate": 2.7573131094257855e-06,
"loss": 0.2023,
"step": 7190
},
{
"epoch": 7.399794450154163,
"grad_norm": 3.194304943084717,
"learning_rate": 2.746478873239437e-06,
"loss": 0.187,
"step": 7200
},
{
"epoch": 7.410071942446043,
"grad_norm": 3.090686559677124,
"learning_rate": 2.735644637053088e-06,
"loss": 0.2484,
"step": 7210
},
{
"epoch": 7.420349434737924,
"grad_norm": 2.5463943481445312,
"learning_rate": 2.7248104008667394e-06,
"loss": 0.1819,
"step": 7220
},
{
"epoch": 7.430626927029805,
"grad_norm": 3.6043484210968018,
"learning_rate": 2.7139761646803903e-06,
"loss": 0.178,
"step": 7230
},
{
"epoch": 7.440904419321686,
"grad_norm": 2.053682804107666,
"learning_rate": 2.7031419284940413e-06,
"loss": 0.1712,
"step": 7240
},
{
"epoch": 7.451181911613566,
"grad_norm": 3.977004051208496,
"learning_rate": 2.6923076923076923e-06,
"loss": 0.1217,
"step": 7250
},
{
"epoch": 7.461459403905447,
"grad_norm": 3.555269479751587,
"learning_rate": 2.6814734561213433e-06,
"loss": 0.1494,
"step": 7260
},
{
"epoch": 7.471736896197328,
"grad_norm": 3.3504462242126465,
"learning_rate": 2.6706392199349947e-06,
"loss": 0.2055,
"step": 7270
},
{
"epoch": 7.482014388489208,
"grad_norm": 3.7585649490356445,
"learning_rate": 2.659804983748646e-06,
"loss": 0.2169,
"step": 7280
},
{
"epoch": 7.49229188078109,
"grad_norm": 3.8398501873016357,
"learning_rate": 2.648970747562297e-06,
"loss": 0.2372,
"step": 7290
},
{
"epoch": 7.50256937307297,
"grad_norm": 3.8778791427612305,
"learning_rate": 2.638136511375948e-06,
"loss": 0.2498,
"step": 7300
},
{
"epoch": 7.5128468653648515,
"grad_norm": 4.305149555206299,
"learning_rate": 2.6273022751895996e-06,
"loss": 0.2394,
"step": 7310
},
{
"epoch": 7.523124357656732,
"grad_norm": 2.9688165187835693,
"learning_rate": 2.6164680390032506e-06,
"loss": 0.2236,
"step": 7320
},
{
"epoch": 7.533401849948612,
"grad_norm": 3.433166265487671,
"learning_rate": 2.6056338028169015e-06,
"loss": 0.252,
"step": 7330
},
{
"epoch": 7.543679342240493,
"grad_norm": 6.375361919403076,
"learning_rate": 2.5947995666305525e-06,
"loss": 0.1974,
"step": 7340
},
{
"epoch": 7.553956834532374,
"grad_norm": 3.1338272094726562,
"learning_rate": 2.5839653304442044e-06,
"loss": 0.1581,
"step": 7350
},
{
"epoch": 7.564234326824255,
"grad_norm": 3.2185239791870117,
"learning_rate": 2.5731310942578554e-06,
"loss": 0.2223,
"step": 7360
},
{
"epoch": 7.574511819116136,
"grad_norm": 3.0594232082366943,
"learning_rate": 2.5622968580715064e-06,
"loss": 0.1841,
"step": 7370
},
{
"epoch": 7.5847893114080165,
"grad_norm": 3.161983013153076,
"learning_rate": 2.5514626218851574e-06,
"loss": 0.168,
"step": 7380
},
{
"epoch": 7.595066803699897,
"grad_norm": 3.0678579807281494,
"learning_rate": 2.5406283856988083e-06,
"loss": 0.1824,
"step": 7390
},
{
"epoch": 7.605344295991778,
"grad_norm": 2.438215494155884,
"learning_rate": 2.5297941495124593e-06,
"loss": 0.1585,
"step": 7400
},
{
"epoch": 7.615621788283659,
"grad_norm": 3.349719285964966,
"learning_rate": 2.5189599133261108e-06,
"loss": 0.1897,
"step": 7410
},
{
"epoch": 7.625899280575539,
"grad_norm": 2.981184720993042,
"learning_rate": 2.5081256771397617e-06,
"loss": 0.1652,
"step": 7420
},
{
"epoch": 7.636176772867421,
"grad_norm": 3.5360848903656006,
"learning_rate": 2.497291440953413e-06,
"loss": 0.1877,
"step": 7430
},
{
"epoch": 7.646454265159301,
"grad_norm": 3.8278608322143555,
"learning_rate": 2.486457204767064e-06,
"loss": 0.2073,
"step": 7440
},
{
"epoch": 7.6567317574511815,
"grad_norm": 3.7580535411834717,
"learning_rate": 2.4756229685807156e-06,
"loss": 0.2043,
"step": 7450
},
{
"epoch": 7.667009249743063,
"grad_norm": 2.7531728744506836,
"learning_rate": 2.4647887323943666e-06,
"loss": 0.2109,
"step": 7460
},
{
"epoch": 7.677286742034943,
"grad_norm": 3.5091471672058105,
"learning_rate": 2.4539544962080176e-06,
"loss": 0.2381,
"step": 7470
},
{
"epoch": 7.687564234326825,
"grad_norm": 3.000122547149658,
"learning_rate": 2.4431202600216686e-06,
"loss": 0.2226,
"step": 7480
},
{
"epoch": 7.697841726618705,
"grad_norm": 2.8081085681915283,
"learning_rate": 2.43228602383532e-06,
"loss": 0.1817,
"step": 7490
},
{
"epoch": 7.708119218910586,
"grad_norm": 3.1888771057128906,
"learning_rate": 2.421451787648971e-06,
"loss": 0.1591,
"step": 7500
},
{
"epoch": 7.718396711202467,
"grad_norm": 2.8959813117980957,
"learning_rate": 2.410617551462622e-06,
"loss": 0.1577,
"step": 7510
},
{
"epoch": 7.728674203494347,
"grad_norm": 3.66943359375,
"learning_rate": 2.399783315276273e-06,
"loss": 0.2263,
"step": 7520
},
{
"epoch": 7.738951695786228,
"grad_norm": 2.4040560722351074,
"learning_rate": 2.3889490790899244e-06,
"loss": 0.1604,
"step": 7530
},
{
"epoch": 7.749229188078109,
"grad_norm": 3.37458872795105,
"learning_rate": 2.3781148429035754e-06,
"loss": 0.1309,
"step": 7540
},
{
"epoch": 7.75950668036999,
"grad_norm": 3.064039707183838,
"learning_rate": 2.3672806067172268e-06,
"loss": 0.1594,
"step": 7550
},
{
"epoch": 7.76978417266187,
"grad_norm": 3.4622888565063477,
"learning_rate": 2.3564463705308778e-06,
"loss": 0.1117,
"step": 7560
},
{
"epoch": 7.7800616649537515,
"grad_norm": 4.166457176208496,
"learning_rate": 2.345612134344529e-06,
"loss": 0.1856,
"step": 7570
},
{
"epoch": 7.790339157245632,
"grad_norm": 4.1613054275512695,
"learning_rate": 2.33477789815818e-06,
"loss": 0.1904,
"step": 7580
},
{
"epoch": 7.800616649537513,
"grad_norm": 2.1978330612182617,
"learning_rate": 2.323943661971831e-06,
"loss": 0.1733,
"step": 7590
},
{
"epoch": 7.810894141829394,
"grad_norm": 3.197047472000122,
"learning_rate": 2.313109425785482e-06,
"loss": 0.2034,
"step": 7600
},
{
"epoch": 7.821171634121274,
"grad_norm": 3.35565447807312,
"learning_rate": 2.3022751895991336e-06,
"loss": 0.2322,
"step": 7610
},
{
"epoch": 7.831449126413155,
"grad_norm": 2.9416370391845703,
"learning_rate": 2.2914409534127846e-06,
"loss": 0.1569,
"step": 7620
},
{
"epoch": 7.841726618705036,
"grad_norm": 3.303370952606201,
"learning_rate": 2.2806067172264356e-06,
"loss": 0.1698,
"step": 7630
},
{
"epoch": 7.8520041109969165,
"grad_norm": 3.4625742435455322,
"learning_rate": 2.2697724810400866e-06,
"loss": 0.1802,
"step": 7640
},
{
"epoch": 7.862281603288798,
"grad_norm": 2.0214016437530518,
"learning_rate": 2.258938244853738e-06,
"loss": 0.1632,
"step": 7650
},
{
"epoch": 7.872559095580678,
"grad_norm": 4.070474624633789,
"learning_rate": 2.248104008667389e-06,
"loss": 0.211,
"step": 7660
},
{
"epoch": 7.882836587872559,
"grad_norm": 4.477987766265869,
"learning_rate": 2.2372697724810404e-06,
"loss": 0.2202,
"step": 7670
},
{
"epoch": 7.89311408016444,
"grad_norm": 3.7259104251861572,
"learning_rate": 2.2264355362946914e-06,
"loss": 0.2256,
"step": 7680
},
{
"epoch": 7.903391572456321,
"grad_norm": 2.9181573390960693,
"learning_rate": 2.2156013001083428e-06,
"loss": 0.1601,
"step": 7690
},
{
"epoch": 7.913669064748201,
"grad_norm": 5.0646138191223145,
"learning_rate": 2.2047670639219938e-06,
"loss": 0.19,
"step": 7700
},
{
"epoch": 7.923946557040082,
"grad_norm": 2.449718952178955,
"learning_rate": 2.1939328277356448e-06,
"loss": 0.1684,
"step": 7710
},
{
"epoch": 7.934224049331963,
"grad_norm": 2.8502633571624756,
"learning_rate": 2.1830985915492958e-06,
"loss": 0.1802,
"step": 7720
},
{
"epoch": 7.944501541623843,
"grad_norm": 3.0859627723693848,
"learning_rate": 2.172264355362947e-06,
"loss": 0.2066,
"step": 7730
},
{
"epoch": 7.954779033915725,
"grad_norm": 3.228625774383545,
"learning_rate": 2.161430119176598e-06,
"loss": 0.1639,
"step": 7740
},
{
"epoch": 7.965056526207605,
"grad_norm": 4.516101360321045,
"learning_rate": 2.150595882990249e-06,
"loss": 0.2496,
"step": 7750
},
{
"epoch": 7.9753340184994865,
"grad_norm": 3.3014371395111084,
"learning_rate": 2.1397616468039006e-06,
"loss": 0.1935,
"step": 7760
},
{
"epoch": 7.985611510791367,
"grad_norm": 3.219586133956909,
"learning_rate": 2.1289274106175516e-06,
"loss": 0.1628,
"step": 7770
},
{
"epoch": 7.9958890030832475,
"grad_norm": 2.924616813659668,
"learning_rate": 2.1180931744312026e-06,
"loss": 0.1387,
"step": 7780
},
{
"epoch": 8.0,
"eval_loss": 0.337012380361557,
"eval_runtime": 1074.5571,
"eval_samples_per_second": 5.461,
"eval_steps_per_second": 0.171,
"eval_wer": 0.31961891089431954,
"step": 7784
},
{
"epoch": 8.006166495375128,
"grad_norm": 3.2360055446624756,
"learning_rate": 2.107258938244854e-06,
"loss": 0.1754,
"step": 7790
},
{
"epoch": 8.016443987667008,
"grad_norm": 3.3808040618896484,
"learning_rate": 2.096424702058505e-06,
"loss": 0.1478,
"step": 7800
},
{
"epoch": 8.02672147995889,
"grad_norm": 3.0137150287628174,
"learning_rate": 2.0855904658721564e-06,
"loss": 0.16,
"step": 7810
},
{
"epoch": 8.036998972250771,
"grad_norm": 3.083184003829956,
"learning_rate": 2.0747562296858074e-06,
"loss": 0.2265,
"step": 7820
},
{
"epoch": 8.047276464542652,
"grad_norm": 3.101036310195923,
"learning_rate": 2.0639219934994584e-06,
"loss": 0.2517,
"step": 7830
},
{
"epoch": 8.057553956834532,
"grad_norm": 2.7504403591156006,
"learning_rate": 2.05308775731311e-06,
"loss": 0.147,
"step": 7840
},
{
"epoch": 8.067831449126412,
"grad_norm": 2.818974733352661,
"learning_rate": 2.0422535211267608e-06,
"loss": 0.1647,
"step": 7850
},
{
"epoch": 8.078108941418295,
"grad_norm": 2.7966461181640625,
"learning_rate": 2.0314192849404118e-06,
"loss": 0.1488,
"step": 7860
},
{
"epoch": 8.088386433710175,
"grad_norm": 2.811796188354492,
"learning_rate": 2.0205850487540628e-06,
"loss": 0.1302,
"step": 7870
},
{
"epoch": 8.098663926002056,
"grad_norm": 3.827772617340088,
"learning_rate": 2.009750812567714e-06,
"loss": 0.2351,
"step": 7880
},
{
"epoch": 8.108941418293936,
"grad_norm": 2.867687463760376,
"learning_rate": 1.998916576381365e-06,
"loss": 0.1956,
"step": 7890
},
{
"epoch": 8.119218910585817,
"grad_norm": 4.618106365203857,
"learning_rate": 1.9880823401950166e-06,
"loss": 0.24,
"step": 7900
},
{
"epoch": 8.129496402877697,
"grad_norm": 4.213103771209717,
"learning_rate": 1.9772481040086676e-06,
"loss": 0.1727,
"step": 7910
},
{
"epoch": 8.13977389516958,
"grad_norm": 2.7897140979766846,
"learning_rate": 1.966413867822319e-06,
"loss": 0.1638,
"step": 7920
},
{
"epoch": 8.15005138746146,
"grad_norm": 4.621983528137207,
"learning_rate": 1.95557963163597e-06,
"loss": 0.2088,
"step": 7930
},
{
"epoch": 8.16032887975334,
"grad_norm": 4.140936374664307,
"learning_rate": 1.944745395449621e-06,
"loss": 0.1728,
"step": 7940
},
{
"epoch": 8.17060637204522,
"grad_norm": 4.0776872634887695,
"learning_rate": 1.933911159263272e-06,
"loss": 0.1286,
"step": 7950
},
{
"epoch": 8.180883864337101,
"grad_norm": 2.705868721008301,
"learning_rate": 1.9230769230769234e-06,
"loss": 0.1931,
"step": 7960
},
{
"epoch": 8.191161356628983,
"grad_norm": 1.8853975534439087,
"learning_rate": 1.9122426868905744e-06,
"loss": 0.1576,
"step": 7970
},
{
"epoch": 8.201438848920864,
"grad_norm": 2.564020872116089,
"learning_rate": 1.9014084507042254e-06,
"loss": 0.1561,
"step": 7980
},
{
"epoch": 8.211716341212744,
"grad_norm": 2.386718988418579,
"learning_rate": 1.8905742145178766e-06,
"loss": 0.1759,
"step": 7990
},
{
"epoch": 8.221993833504625,
"grad_norm": 2.7982938289642334,
"learning_rate": 1.8797399783315278e-06,
"loss": 0.1265,
"step": 8000
},
{
"epoch": 8.232271325796505,
"grad_norm": 3.071965456008911,
"learning_rate": 1.868905742145179e-06,
"loss": 0.1538,
"step": 8010
},
{
"epoch": 8.242548818088386,
"grad_norm": 3.2080135345458984,
"learning_rate": 1.85807150595883e-06,
"loss": 0.1783,
"step": 8020
},
{
"epoch": 8.252826310380268,
"grad_norm": 3.6915481090545654,
"learning_rate": 1.847237269772481e-06,
"loss": 0.1344,
"step": 8030
},
{
"epoch": 8.263103802672148,
"grad_norm": 2.8961260318756104,
"learning_rate": 1.8364030335861324e-06,
"loss": 0.2134,
"step": 8040
},
{
"epoch": 8.273381294964029,
"grad_norm": 2.1078479290008545,
"learning_rate": 1.8255687973997834e-06,
"loss": 0.1981,
"step": 8050
},
{
"epoch": 8.28365878725591,
"grad_norm": 3.1685969829559326,
"learning_rate": 1.8147345612134346e-06,
"loss": 0.2123,
"step": 8060
},
{
"epoch": 8.29393627954779,
"grad_norm": 2.517881155014038,
"learning_rate": 1.8039003250270856e-06,
"loss": 0.1796,
"step": 8070
},
{
"epoch": 8.30421377183967,
"grad_norm": 3.021322250366211,
"learning_rate": 1.793066088840737e-06,
"loss": 0.1674,
"step": 8080
},
{
"epoch": 8.314491264131552,
"grad_norm": 2.5098516941070557,
"learning_rate": 1.782231852654388e-06,
"loss": 0.1511,
"step": 8090
},
{
"epoch": 8.324768756423433,
"grad_norm": 1.9316967725753784,
"learning_rate": 1.7713976164680392e-06,
"loss": 0.1702,
"step": 8100
},
{
"epoch": 8.335046248715313,
"grad_norm": 4.33780574798584,
"learning_rate": 1.7605633802816902e-06,
"loss": 0.2348,
"step": 8110
},
{
"epoch": 8.345323741007194,
"grad_norm": 2.2334718704223633,
"learning_rate": 1.7497291440953416e-06,
"loss": 0.2045,
"step": 8120
},
{
"epoch": 8.355601233299074,
"grad_norm": 4.0230817794799805,
"learning_rate": 1.7388949079089926e-06,
"loss": 0.1708,
"step": 8130
},
{
"epoch": 8.365878725590957,
"grad_norm": 4.178952693939209,
"learning_rate": 1.7280606717226436e-06,
"loss": 0.2161,
"step": 8140
},
{
"epoch": 8.376156217882837,
"grad_norm": 4.08049201965332,
"learning_rate": 1.7172264355362948e-06,
"loss": 0.1663,
"step": 8150
},
{
"epoch": 8.386433710174718,
"grad_norm": 2.8087127208709717,
"learning_rate": 1.706392199349946e-06,
"loss": 0.1395,
"step": 8160
},
{
"epoch": 8.396711202466598,
"grad_norm": 2.3792827129364014,
"learning_rate": 1.6955579631635972e-06,
"loss": 0.1782,
"step": 8170
},
{
"epoch": 8.406988694758478,
"grad_norm": 2.47105073928833,
"learning_rate": 1.6847237269772482e-06,
"loss": 0.1244,
"step": 8180
},
{
"epoch": 8.417266187050359,
"grad_norm": 2.740131139755249,
"learning_rate": 1.6738894907908992e-06,
"loss": 0.1589,
"step": 8190
},
{
"epoch": 8.427543679342241,
"grad_norm": 3.5961389541625977,
"learning_rate": 1.6630552546045506e-06,
"loss": 0.2159,
"step": 8200
},
{
"epoch": 8.437821171634122,
"grad_norm": 2.2895331382751465,
"learning_rate": 1.6522210184182016e-06,
"loss": 0.2396,
"step": 8210
},
{
"epoch": 8.448098663926002,
"grad_norm": 2.7489428520202637,
"learning_rate": 1.6413867822318528e-06,
"loss": 0.1571,
"step": 8220
},
{
"epoch": 8.458376156217883,
"grad_norm": 2.2983639240264893,
"learning_rate": 1.630552546045504e-06,
"loss": 0.1638,
"step": 8230
},
{
"epoch": 8.468653648509763,
"grad_norm": 4.014866352081299,
"learning_rate": 1.6197183098591552e-06,
"loss": 0.1661,
"step": 8240
},
{
"epoch": 8.478931140801645,
"grad_norm": 3.341618299484253,
"learning_rate": 1.6088840736728062e-06,
"loss": 0.1608,
"step": 8250
},
{
"epoch": 8.489208633093526,
"grad_norm": 2.8683981895446777,
"learning_rate": 1.5980498374864572e-06,
"loss": 0.1725,
"step": 8260
},
{
"epoch": 8.499486125385406,
"grad_norm": 2.0408174991607666,
"learning_rate": 1.5872156013001086e-06,
"loss": 0.1465,
"step": 8270
},
{
"epoch": 8.509763617677287,
"grad_norm": 3.999898910522461,
"learning_rate": 1.5763813651137596e-06,
"loss": 0.2527,
"step": 8280
},
{
"epoch": 8.520041109969167,
"grad_norm": 1.6335963010787964,
"learning_rate": 1.5655471289274108e-06,
"loss": 0.2212,
"step": 8290
},
{
"epoch": 8.530318602261048,
"grad_norm": 3.973618268966675,
"learning_rate": 1.5547128927410618e-06,
"loss": 0.2156,
"step": 8300
},
{
"epoch": 8.54059609455293,
"grad_norm": 3.429445743560791,
"learning_rate": 1.5438786565547132e-06,
"loss": 0.1736,
"step": 8310
},
{
"epoch": 8.55087358684481,
"grad_norm": 3.0188443660736084,
"learning_rate": 1.5330444203683642e-06,
"loss": 0.2454,
"step": 8320
},
{
"epoch": 8.56115107913669,
"grad_norm": 3.69152569770813,
"learning_rate": 1.5222101841820152e-06,
"loss": 0.1734,
"step": 8330
},
{
"epoch": 8.571428571428571,
"grad_norm": 2.118117570877075,
"learning_rate": 1.5113759479956664e-06,
"loss": 0.1258,
"step": 8340
},
{
"epoch": 8.581706063720452,
"grad_norm": 3.0305957794189453,
"learning_rate": 1.5005417118093176e-06,
"loss": 0.1582,
"step": 8350
},
{
"epoch": 8.591983556012334,
"grad_norm": 3.0334131717681885,
"learning_rate": 1.4897074756229688e-06,
"loss": 0.2074,
"step": 8360
},
{
"epoch": 8.602261048304214,
"grad_norm": 4.964859962463379,
"learning_rate": 1.4788732394366198e-06,
"loss": 0.13,
"step": 8370
},
{
"epoch": 8.612538540596095,
"grad_norm": 2.461299180984497,
"learning_rate": 1.4680390032502708e-06,
"loss": 0.1735,
"step": 8380
},
{
"epoch": 8.622816032887975,
"grad_norm": 3.70139217376709,
"learning_rate": 1.4572047670639222e-06,
"loss": 0.204,
"step": 8390
},
{
"epoch": 8.633093525179856,
"grad_norm": 3.2094924449920654,
"learning_rate": 1.4463705308775732e-06,
"loss": 0.1603,
"step": 8400
},
{
"epoch": 8.643371017471736,
"grad_norm": 2.1742327213287354,
"learning_rate": 1.4355362946912244e-06,
"loss": 0.1881,
"step": 8410
},
{
"epoch": 8.653648509763618,
"grad_norm": 4.349330425262451,
"learning_rate": 1.4247020585048754e-06,
"loss": 0.2027,
"step": 8420
},
{
"epoch": 8.663926002055499,
"grad_norm": 2.7261245250701904,
"learning_rate": 1.4138678223185268e-06,
"loss": 0.1838,
"step": 8430
},
{
"epoch": 8.67420349434738,
"grad_norm": 3.8358700275421143,
"learning_rate": 1.4030335861321778e-06,
"loss": 0.164,
"step": 8440
},
{
"epoch": 8.68448098663926,
"grad_norm": 3.345456600189209,
"learning_rate": 1.3921993499458288e-06,
"loss": 0.2412,
"step": 8450
},
{
"epoch": 8.69475847893114,
"grad_norm": 4.2143235206604,
"learning_rate": 1.38136511375948e-06,
"loss": 0.1478,
"step": 8460
},
{
"epoch": 8.70503597122302,
"grad_norm": 4.512454032897949,
"learning_rate": 1.3705308775731312e-06,
"loss": 0.2299,
"step": 8470
},
{
"epoch": 8.715313463514903,
"grad_norm": 4.468479156494141,
"learning_rate": 1.3596966413867824e-06,
"loss": 0.2131,
"step": 8480
},
{
"epoch": 8.725590955806783,
"grad_norm": 2.5895509719848633,
"learning_rate": 1.3488624052004334e-06,
"loss": 0.1332,
"step": 8490
},
{
"epoch": 8.735868448098664,
"grad_norm": 3.56890606880188,
"learning_rate": 1.3380281690140844e-06,
"loss": 0.2086,
"step": 8500
},
{
"epoch": 8.746145940390544,
"grad_norm": 2.2950034141540527,
"learning_rate": 1.3271939328277358e-06,
"loss": 0.1424,
"step": 8510
},
{
"epoch": 8.756423432682425,
"grad_norm": 3.012187957763672,
"learning_rate": 1.3163596966413868e-06,
"loss": 0.1308,
"step": 8520
},
{
"epoch": 8.766700924974307,
"grad_norm": 3.362175464630127,
"learning_rate": 1.305525460455038e-06,
"loss": 0.1948,
"step": 8530
},
{
"epoch": 8.776978417266188,
"grad_norm": 2.3637940883636475,
"learning_rate": 1.294691224268689e-06,
"loss": 0.1984,
"step": 8540
},
{
"epoch": 8.787255909558068,
"grad_norm": 2.958972215652466,
"learning_rate": 1.2838569880823404e-06,
"loss": 0.2032,
"step": 8550
},
{
"epoch": 8.797533401849948,
"grad_norm": 3.2505674362182617,
"learning_rate": 1.2730227518959914e-06,
"loss": 0.205,
"step": 8560
},
{
"epoch": 8.807810894141829,
"grad_norm": 2.259211301803589,
"learning_rate": 1.2621885157096424e-06,
"loss": 0.1454,
"step": 8570
},
{
"epoch": 8.81808838643371,
"grad_norm": 2.959885358810425,
"learning_rate": 1.2513542795232936e-06,
"loss": 0.1514,
"step": 8580
},
{
"epoch": 8.828365878725592,
"grad_norm": 3.410799980163574,
"learning_rate": 1.2405200433369448e-06,
"loss": 0.1741,
"step": 8590
},
{
"epoch": 8.838643371017472,
"grad_norm": 2.8411593437194824,
"learning_rate": 1.229685807150596e-06,
"loss": 0.1531,
"step": 8600
},
{
"epoch": 8.848920863309353,
"grad_norm": 4.301185607910156,
"learning_rate": 1.218851570964247e-06,
"loss": 0.167,
"step": 8610
},
{
"epoch": 8.859198355601233,
"grad_norm": 3.080378770828247,
"learning_rate": 1.2080173347778982e-06,
"loss": 0.1387,
"step": 8620
},
{
"epoch": 8.869475847893113,
"grad_norm": 2.687458038330078,
"learning_rate": 1.1971830985915492e-06,
"loss": 0.1533,
"step": 8630
},
{
"epoch": 8.879753340184994,
"grad_norm": 1.749852180480957,
"learning_rate": 1.1863488624052004e-06,
"loss": 0.1726,
"step": 8640
},
{
"epoch": 8.890030832476876,
"grad_norm": 3.142988920211792,
"learning_rate": 1.1755146262188516e-06,
"loss": 0.1886,
"step": 8650
},
{
"epoch": 8.900308324768757,
"grad_norm": 3.1398189067840576,
"learning_rate": 1.1646803900325028e-06,
"loss": 0.1674,
"step": 8660
},
{
"epoch": 8.910585817060637,
"grad_norm": 4.18948221206665,
"learning_rate": 1.153846153846154e-06,
"loss": 0.1637,
"step": 8670
},
{
"epoch": 8.920863309352518,
"grad_norm": 2.723585844039917,
"learning_rate": 1.143011917659805e-06,
"loss": 0.1851,
"step": 8680
},
{
"epoch": 8.931140801644398,
"grad_norm": 2.2024054527282715,
"learning_rate": 1.1321776814734562e-06,
"loss": 0.2011,
"step": 8690
},
{
"epoch": 8.94141829393628,
"grad_norm": 3.5099658966064453,
"learning_rate": 1.1224268689057424e-06,
"loss": 0.2067,
"step": 8700
},
{
"epoch": 8.95169578622816,
"grad_norm": 3.7603750228881836,
"learning_rate": 1.1115926327193934e-06,
"loss": 0.2005,
"step": 8710
},
{
"epoch": 8.961973278520041,
"grad_norm": 2.5853493213653564,
"learning_rate": 1.1007583965330446e-06,
"loss": 0.1571,
"step": 8720
},
{
"epoch": 8.972250770811922,
"grad_norm": 3.06177020072937,
"learning_rate": 1.0899241603466956e-06,
"loss": 0.1363,
"step": 8730
},
{
"epoch": 8.982528263103802,
"grad_norm": 2.5474419593811035,
"learning_rate": 1.0790899241603468e-06,
"loss": 0.1746,
"step": 8740
},
{
"epoch": 8.992805755395683,
"grad_norm": 3.2577226161956787,
"learning_rate": 1.068255687973998e-06,
"loss": 0.1554,
"step": 8750
},
{
"epoch": 9.0,
"eval_loss": 0.338668555021286,
"eval_runtime": 1131.2123,
"eval_samples_per_second": 5.187,
"eval_steps_per_second": 0.163,
"eval_wer": 0.3113152141994845,
"step": 8757
},
{
"epoch": 9.003083247687565,
"grad_norm": 3.3654706478118896,
"learning_rate": 1.0574214517876492e-06,
"loss": 0.1761,
"step": 8760
},
{
"epoch": 9.013360739979445,
"grad_norm": 3.2227976322174072,
"learning_rate": 1.0465872156013002e-06,
"loss": 0.152,
"step": 8770
},
{
"epoch": 9.023638232271326,
"grad_norm": 3.463777542114258,
"learning_rate": 1.0357529794149514e-06,
"loss": 0.1545,
"step": 8780
},
{
"epoch": 9.033915724563206,
"grad_norm": 2.3301193714141846,
"learning_rate": 1.0249187432286024e-06,
"loss": 0.1805,
"step": 8790
},
{
"epoch": 9.044193216855087,
"grad_norm": 3.6022043228149414,
"learning_rate": 1.0140845070422536e-06,
"loss": 0.1652,
"step": 8800
},
{
"epoch": 9.054470709146969,
"grad_norm": 1.9217338562011719,
"learning_rate": 1.0032502708559048e-06,
"loss": 0.1265,
"step": 8810
},
{
"epoch": 9.06474820143885,
"grad_norm": 2.3764290809631348,
"learning_rate": 9.92416034669556e-07,
"loss": 0.152,
"step": 8820
},
{
"epoch": 9.07502569373073,
"grad_norm": 3.19063663482666,
"learning_rate": 9.81581798483207e-07,
"loss": 0.2095,
"step": 8830
},
{
"epoch": 9.08530318602261,
"grad_norm": 3.6087141036987305,
"learning_rate": 9.707475622968582e-07,
"loss": 0.1757,
"step": 8840
},
{
"epoch": 9.09558067831449,
"grad_norm": 3.343388080596924,
"learning_rate": 9.599133261105092e-07,
"loss": 0.1481,
"step": 8850
},
{
"epoch": 9.105858170606371,
"grad_norm": 3.509066581726074,
"learning_rate": 9.490790899241605e-07,
"loss": 0.1844,
"step": 8860
},
{
"epoch": 9.116135662898253,
"grad_norm": 5.043178081512451,
"learning_rate": 9.382448537378115e-07,
"loss": 0.1882,
"step": 8870
},
{
"epoch": 9.126413155190134,
"grad_norm": 2.8442821502685547,
"learning_rate": 9.274106175514627e-07,
"loss": 0.1949,
"step": 8880
},
{
"epoch": 9.136690647482014,
"grad_norm": 4.197086334228516,
"learning_rate": 9.165763813651138e-07,
"loss": 0.1897,
"step": 8890
},
{
"epoch": 9.146968139773895,
"grad_norm": 4.18369722366333,
"learning_rate": 9.05742145178765e-07,
"loss": 0.1915,
"step": 8900
},
{
"epoch": 9.157245632065775,
"grad_norm": 5.1201395988464355,
"learning_rate": 8.949079089924161e-07,
"loss": 0.1678,
"step": 8910
},
{
"epoch": 9.167523124357658,
"grad_norm": 3.6054434776306152,
"learning_rate": 8.840736728060673e-07,
"loss": 0.1345,
"step": 8920
},
{
"epoch": 9.177800616649538,
"grad_norm": 1.9621152877807617,
"learning_rate": 8.732394366197183e-07,
"loss": 0.1695,
"step": 8930
},
{
"epoch": 9.188078108941419,
"grad_norm": 2.4010167121887207,
"learning_rate": 8.624052004333695e-07,
"loss": 0.198,
"step": 8940
},
{
"epoch": 9.198355601233299,
"grad_norm": 4.3703837394714355,
"learning_rate": 8.515709642470206e-07,
"loss": 0.1694,
"step": 8950
},
{
"epoch": 9.20863309352518,
"grad_norm": 3.70489239692688,
"learning_rate": 8.407367280606718e-07,
"loss": 0.1332,
"step": 8960
},
{
"epoch": 9.21891058581706,
"grad_norm": 2.4999241828918457,
"learning_rate": 8.299024918743229e-07,
"loss": 0.1845,
"step": 8970
},
{
"epoch": 9.229188078108942,
"grad_norm": 3.0255820751190186,
"learning_rate": 8.190682556879741e-07,
"loss": 0.1724,
"step": 8980
},
{
"epoch": 9.239465570400823,
"grad_norm": 4.293249130249023,
"learning_rate": 8.082340195016251e-07,
"loss": 0.1723,
"step": 8990
},
{
"epoch": 9.249743062692703,
"grad_norm": 3.077747106552124,
"learning_rate": 7.973997833152763e-07,
"loss": 0.13,
"step": 9000
},
{
"epoch": 9.260020554984584,
"grad_norm": 3.6788992881774902,
"learning_rate": 7.865655471289274e-07,
"loss": 0.1805,
"step": 9010
},
{
"epoch": 9.270298047276464,
"grad_norm": 2.088778257369995,
"learning_rate": 7.757313109425786e-07,
"loss": 0.2132,
"step": 9020
},
{
"epoch": 9.280575539568344,
"grad_norm": 3.2747962474823,
"learning_rate": 7.648970747562297e-07,
"loss": 0.2321,
"step": 9030
},
{
"epoch": 9.290853031860227,
"grad_norm": 2.9871788024902344,
"learning_rate": 7.540628385698809e-07,
"loss": 0.2326,
"step": 9040
},
{
"epoch": 9.301130524152107,
"grad_norm": 3.4682159423828125,
"learning_rate": 7.432286023835321e-07,
"loss": 0.1606,
"step": 9050
},
{
"epoch": 9.311408016443988,
"grad_norm": 2.0525877475738525,
"learning_rate": 7.323943661971832e-07,
"loss": 0.1504,
"step": 9060
},
{
"epoch": 9.321685508735868,
"grad_norm": 2.734421491622925,
"learning_rate": 7.215601300108344e-07,
"loss": 0.2069,
"step": 9070
},
{
"epoch": 9.331963001027749,
"grad_norm": 2.3396363258361816,
"learning_rate": 7.107258938244854e-07,
"loss": 0.1294,
"step": 9080
},
{
"epoch": 9.34224049331963,
"grad_norm": 3.383275032043457,
"learning_rate": 6.998916576381366e-07,
"loss": 0.1732,
"step": 9090
},
{
"epoch": 9.352517985611511,
"grad_norm": 3.2529306411743164,
"learning_rate": 6.890574214517877e-07,
"loss": 0.2062,
"step": 9100
},
{
"epoch": 9.362795477903392,
"grad_norm": 2.869129180908203,
"learning_rate": 6.782231852654389e-07,
"loss": 0.1562,
"step": 9110
},
{
"epoch": 9.373072970195272,
"grad_norm": 2.590285301208496,
"learning_rate": 6.6738894907909e-07,
"loss": 0.1701,
"step": 9120
},
{
"epoch": 9.383350462487153,
"grad_norm": 2.4754040241241455,
"learning_rate": 6.565547128927412e-07,
"loss": 0.1178,
"step": 9130
},
{
"epoch": 9.393627954779033,
"grad_norm": 3.87373948097229,
"learning_rate": 6.457204767063922e-07,
"loss": 0.1609,
"step": 9140
},
{
"epoch": 9.403905447070915,
"grad_norm": 2.705742359161377,
"learning_rate": 6.348862405200434e-07,
"loss": 0.1613,
"step": 9150
},
{
"epoch": 9.414182939362796,
"grad_norm": 2.920018434524536,
"learning_rate": 6.240520043336945e-07,
"loss": 0.1814,
"step": 9160
},
{
"epoch": 9.424460431654676,
"grad_norm": 4.477851390838623,
"learning_rate": 6.132177681473456e-07,
"loss": 0.202,
"step": 9170
},
{
"epoch": 9.434737923946557,
"grad_norm": 2.75160551071167,
"learning_rate": 6.023835319609968e-07,
"loss": 0.1518,
"step": 9180
},
{
"epoch": 9.445015416238437,
"grad_norm": 3.1380374431610107,
"learning_rate": 5.915492957746479e-07,
"loss": 0.18,
"step": 9190
},
{
"epoch": 9.45529290853032,
"grad_norm": 3.3420140743255615,
"learning_rate": 5.80715059588299e-07,
"loss": 0.1787,
"step": 9200
},
{
"epoch": 9.4655704008222,
"grad_norm": 2.556490182876587,
"learning_rate": 5.698808234019502e-07,
"loss": 0.191,
"step": 9210
},
{
"epoch": 9.47584789311408,
"grad_norm": 3.437117576599121,
"learning_rate": 5.590465872156013e-07,
"loss": 0.1654,
"step": 9220
},
{
"epoch": 9.48612538540596,
"grad_norm": 3.4692296981811523,
"learning_rate": 5.482123510292524e-07,
"loss": 0.2181,
"step": 9230
},
{
"epoch": 9.496402877697841,
"grad_norm": 3.6604814529418945,
"learning_rate": 5.373781148429036e-07,
"loss": 0.1442,
"step": 9240
},
{
"epoch": 9.506680369989722,
"grad_norm": 3.1510462760925293,
"learning_rate": 5.265438786565547e-07,
"loss": 0.1292,
"step": 9250
},
{
"epoch": 9.516957862281604,
"grad_norm": 3.3884165287017822,
"learning_rate": 5.157096424702059e-07,
"loss": 0.1995,
"step": 9260
},
{
"epoch": 9.527235354573484,
"grad_norm": 4.259904384613037,
"learning_rate": 5.04875406283857e-07,
"loss": 0.1732,
"step": 9270
},
{
"epoch": 9.537512846865365,
"grad_norm": 2.8383660316467285,
"learning_rate": 4.940411700975082e-07,
"loss": 0.1649,
"step": 9280
},
{
"epoch": 9.547790339157245,
"grad_norm": 3.905196189880371,
"learning_rate": 4.832069339111593e-07,
"loss": 0.142,
"step": 9290
},
{
"epoch": 9.558067831449126,
"grad_norm": 4.23677396774292,
"learning_rate": 4.7237269772481046e-07,
"loss": 0.1343,
"step": 9300
},
{
"epoch": 9.568345323741006,
"grad_norm": 3.761404275894165,
"learning_rate": 4.615384615384616e-07,
"loss": 0.1493,
"step": 9310
},
{
"epoch": 9.578622816032889,
"grad_norm": 3.2816426753997803,
"learning_rate": 4.507042253521127e-07,
"loss": 0.1869,
"step": 9320
},
{
"epoch": 9.588900308324769,
"grad_norm": 2.690589666366577,
"learning_rate": 4.3986998916576387e-07,
"loss": 0.2415,
"step": 9330
},
{
"epoch": 9.59917780061665,
"grad_norm": 3.552229642868042,
"learning_rate": 4.29035752979415e-07,
"loss": 0.1602,
"step": 9340
},
{
"epoch": 9.60945529290853,
"grad_norm": 2.21655535697937,
"learning_rate": 4.1820151679306617e-07,
"loss": 0.1942,
"step": 9350
},
{
"epoch": 9.61973278520041,
"grad_norm": 2.400130271911621,
"learning_rate": 4.0736728060671727e-07,
"loss": 0.1857,
"step": 9360
},
{
"epoch": 9.630010277492293,
"grad_norm": 3.0297770500183105,
"learning_rate": 3.965330444203684e-07,
"loss": 0.162,
"step": 9370
},
{
"epoch": 9.640287769784173,
"grad_norm": 2.344736099243164,
"learning_rate": 3.8569880823401957e-07,
"loss": 0.1301,
"step": 9380
},
{
"epoch": 9.650565262076054,
"grad_norm": 2.695235013961792,
"learning_rate": 3.7486457204767067e-07,
"loss": 0.1601,
"step": 9390
},
{
"epoch": 9.660842754367934,
"grad_norm": 4.2191243171691895,
"learning_rate": 3.640303358613218e-07,
"loss": 0.2298,
"step": 9400
},
{
"epoch": 9.671120246659815,
"grad_norm": 2.826716184616089,
"learning_rate": 3.5319609967497297e-07,
"loss": 0.2066,
"step": 9410
},
{
"epoch": 9.681397738951695,
"grad_norm": 2.636258363723755,
"learning_rate": 3.4236186348862407e-07,
"loss": 0.2013,
"step": 9420
},
{
"epoch": 9.691675231243577,
"grad_norm": 4.043715953826904,
"learning_rate": 3.315276273022752e-07,
"loss": 0.1886,
"step": 9430
},
{
"epoch": 9.701952723535458,
"grad_norm": 3.714195728302002,
"learning_rate": 3.2069339111592637e-07,
"loss": 0.209,
"step": 9440
},
{
"epoch": 9.712230215827338,
"grad_norm": 2.3214926719665527,
"learning_rate": 3.0985915492957747e-07,
"loss": 0.1636,
"step": 9450
},
{
"epoch": 9.722507708119219,
"grad_norm": 3.8343677520751953,
"learning_rate": 2.990249187432286e-07,
"loss": 0.2022,
"step": 9460
},
{
"epoch": 9.732785200411099,
"grad_norm": 3.7999889850616455,
"learning_rate": 2.881906825568798e-07,
"loss": 0.1934,
"step": 9470
},
{
"epoch": 9.743062692702981,
"grad_norm": 3.770751953125,
"learning_rate": 2.773564463705309e-07,
"loss": 0.1713,
"step": 9480
},
{
"epoch": 9.753340184994862,
"grad_norm": 4.560354709625244,
"learning_rate": 2.66522210184182e-07,
"loss": 0.1804,
"step": 9490
},
{
"epoch": 9.763617677286742,
"grad_norm": 2.4577202796936035,
"learning_rate": 2.556879739978332e-07,
"loss": 0.1585,
"step": 9500
},
{
"epoch": 9.773895169578623,
"grad_norm": 3.556216239929199,
"learning_rate": 2.4485373781148433e-07,
"loss": 0.1846,
"step": 9510
},
{
"epoch": 9.784172661870503,
"grad_norm": 3.2222604751586914,
"learning_rate": 2.3401950162513545e-07,
"loss": 0.1611,
"step": 9520
},
{
"epoch": 9.794450154162384,
"grad_norm": 2.583037853240967,
"learning_rate": 2.2318526543878658e-07,
"loss": 0.1712,
"step": 9530
},
{
"epoch": 9.804727646454266,
"grad_norm": 2.7843735218048096,
"learning_rate": 2.123510292524377e-07,
"loss": 0.1325,
"step": 9540
},
{
"epoch": 9.815005138746146,
"grad_norm": 2.146963357925415,
"learning_rate": 2.0151679306608885e-07,
"loss": 0.1508,
"step": 9550
},
{
"epoch": 9.825282631038027,
"grad_norm": 3.2385213375091553,
"learning_rate": 1.9068255687973998e-07,
"loss": 0.1541,
"step": 9560
},
{
"epoch": 9.835560123329907,
"grad_norm": 3.864046573638916,
"learning_rate": 1.798483206933911e-07,
"loss": 0.1544,
"step": 9570
},
{
"epoch": 9.845837615621788,
"grad_norm": 3.785207748413086,
"learning_rate": 1.6901408450704225e-07,
"loss": 0.1882,
"step": 9580
},
{
"epoch": 9.85611510791367,
"grad_norm": 3.159970760345459,
"learning_rate": 1.5817984832069343e-07,
"loss": 0.1798,
"step": 9590
},
{
"epoch": 9.86639260020555,
"grad_norm": 3.8631491661071777,
"learning_rate": 1.4734561213434453e-07,
"loss": 0.1657,
"step": 9600
},
{
"epoch": 9.87667009249743,
"grad_norm": 2.512830972671509,
"learning_rate": 1.3651137594799568e-07,
"loss": 0.1679,
"step": 9610
},
{
"epoch": 9.886947584789311,
"grad_norm": 3.2564988136291504,
"learning_rate": 1.256771397616468e-07,
"loss": 0.2286,
"step": 9620
},
{
"epoch": 9.897225077081192,
"grad_norm": 2.4131650924682617,
"learning_rate": 1.1484290357529795e-07,
"loss": 0.164,
"step": 9630
},
{
"epoch": 9.907502569373072,
"grad_norm": 4.661231517791748,
"learning_rate": 1.040086673889491e-07,
"loss": 0.1114,
"step": 9640
},
{
"epoch": 9.917780061664955,
"grad_norm": 3.26019024848938,
"learning_rate": 9.317443120260024e-08,
"loss": 0.1821,
"step": 9650
},
{
"epoch": 9.928057553956835,
"grad_norm": 3.3677456378936768,
"learning_rate": 8.234019501625136e-08,
"loss": 0.1456,
"step": 9660
},
{
"epoch": 9.938335046248715,
"grad_norm": 3.299299716949463,
"learning_rate": 7.15059588299025e-08,
"loss": 0.191,
"step": 9670
},
{
"epoch": 9.948612538540596,
"grad_norm": 2.5458364486694336,
"learning_rate": 6.067172264355364e-08,
"loss": 0.2054,
"step": 9680
},
{
"epoch": 9.958890030832476,
"grad_norm": 4.219174385070801,
"learning_rate": 4.983748645720477e-08,
"loss": 0.206,
"step": 9690
},
{
"epoch": 9.969167523124357,
"grad_norm": 1.5195386409759521,
"learning_rate": 3.9003250270855906e-08,
"loss": 0.1463,
"step": 9700
},
{
"epoch": 9.979445015416239,
"grad_norm": 3.900343418121338,
"learning_rate": 2.8169014084507045e-08,
"loss": 0.1477,
"step": 9710
},
{
"epoch": 9.98972250770812,
"grad_norm": 4.024109363555908,
"learning_rate": 1.7334777898158183e-08,
"loss": 0.2275,
"step": 9720
},
{
"epoch": 10.0,
"grad_norm": 2.2625277042388916,
"learning_rate": 6.5005417118093186e-09,
"loss": 0.1692,
"step": 9730
},
{
"epoch": 10.0,
"eval_loss": 0.33747920393943787,
"eval_runtime": 1209.0372,
"eval_samples_per_second": 4.853,
"eval_steps_per_second": 0.152,
"eval_wer": 0.3192600084831479,
"step": 9730
}
],
"logging_steps": 10,
"max_steps": 9730,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 4.03896185545923e+19,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}