wav2vec2-large-xlsr-53-Czech / trainer_state.json
MehdiHosseiniMoghadam's picture
Add model files
fea7d21
raw
history blame
62.6 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 15.793780687397708,
"global_step": 19300,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08,
"learning_rate": 0.0001,
"loss": 12.1859,
"step": 100
},
{
"epoch": 0.08,
"eval_loss": 3.897115468978882,
"eval_runtime": 18.0759,
"eval_samples_per_second": 5.532,
"eval_wer": 1.0,
"step": 100
},
{
"epoch": 0.16,
"learning_rate": 9.997271487039564e-05,
"loss": 3.3843,
"step": 200
},
{
"epoch": 0.16,
"eval_loss": 3.5120508670806885,
"eval_runtime": 18.1777,
"eval_samples_per_second": 5.501,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 0.25,
"learning_rate": 9.994542974079127e-05,
"loss": 3.3224,
"step": 300
},
{
"epoch": 0.25,
"eval_loss": 3.539235830307007,
"eval_runtime": 18.2559,
"eval_samples_per_second": 5.478,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 0.33,
"learning_rate": 9.99181446111869e-05,
"loss": 3.34,
"step": 400
},
{
"epoch": 0.33,
"eval_loss": 3.492466926574707,
"eval_runtime": 18.4309,
"eval_samples_per_second": 5.426,
"eval_wer": 1.0,
"step": 400
},
{
"epoch": 0.41,
"learning_rate": 9.989085948158254e-05,
"loss": 3.2825,
"step": 500
},
{
"epoch": 0.41,
"eval_loss": 3.376338481903076,
"eval_runtime": 18.3713,
"eval_samples_per_second": 5.443,
"eval_wer": 1.0,
"step": 500
},
{
"epoch": 0.49,
"learning_rate": 9.986357435197817e-05,
"loss": 3.2728,
"step": 600
},
{
"epoch": 0.49,
"eval_loss": 3.3126320838928223,
"eval_runtime": 18.6895,
"eval_samples_per_second": 5.351,
"eval_wer": 1.0,
"step": 600
},
{
"epoch": 0.57,
"learning_rate": 9.983628922237382e-05,
"loss": 3.2327,
"step": 700
},
{
"epoch": 0.57,
"eval_loss": 3.1550354957580566,
"eval_runtime": 18.5514,
"eval_samples_per_second": 5.39,
"eval_wer": 1.0,
"step": 700
},
{
"epoch": 0.65,
"learning_rate": 9.980900409276944e-05,
"loss": 2.7258,
"step": 800
},
{
"epoch": 0.65,
"eval_loss": 1.9835596084594727,
"eval_runtime": 18.3986,
"eval_samples_per_second": 5.435,
"eval_wer": 0.9820554649265906,
"step": 800
},
{
"epoch": 0.74,
"learning_rate": 9.978171896316508e-05,
"loss": 1.5581,
"step": 900
},
{
"epoch": 0.74,
"eval_loss": 1.2180073261260986,
"eval_runtime": 18.413,
"eval_samples_per_second": 5.431,
"eval_wer": 1.0163132137030995,
"step": 900
},
{
"epoch": 0.82,
"learning_rate": 9.975443383356072e-05,
"loss": 1.1164,
"step": 1000
},
{
"epoch": 0.82,
"eval_loss": 0.966360867023468,
"eval_runtime": 18.5352,
"eval_samples_per_second": 5.395,
"eval_wer": 0.8711256117455138,
"step": 1000
},
{
"epoch": 0.9,
"learning_rate": 9.972714870395635e-05,
"loss": 0.9322,
"step": 1100
},
{
"epoch": 0.9,
"eval_loss": 0.8568554520606995,
"eval_runtime": 18.1123,
"eval_samples_per_second": 5.521,
"eval_wer": 0.831973898858075,
"step": 1100
},
{
"epoch": 0.98,
"learning_rate": 9.969986357435198e-05,
"loss": 0.8174,
"step": 1200
},
{
"epoch": 0.98,
"eval_loss": 0.8210877180099487,
"eval_runtime": 18.2233,
"eval_samples_per_second": 5.487,
"eval_wer": 0.8058727569331158,
"step": 1200
},
{
"epoch": 1.06,
"learning_rate": 9.967257844474762e-05,
"loss": 0.7625,
"step": 1300
},
{
"epoch": 1.06,
"eval_loss": 0.8484710454940796,
"eval_runtime": 18.3237,
"eval_samples_per_second": 5.457,
"eval_wer": 0.8058727569331158,
"step": 1300
},
{
"epoch": 1.15,
"learning_rate": 9.964529331514325e-05,
"loss": 0.7211,
"step": 1400
},
{
"epoch": 1.15,
"eval_loss": 0.7573192119598389,
"eval_runtime": 18.7142,
"eval_samples_per_second": 5.344,
"eval_wer": 0.7732463295269169,
"step": 1400
},
{
"epoch": 1.23,
"learning_rate": 9.96180081855389e-05,
"loss": 0.6892,
"step": 1500
},
{
"epoch": 1.23,
"eval_loss": 0.7421054244041443,
"eval_runtime": 18.8747,
"eval_samples_per_second": 5.298,
"eval_wer": 0.768352365415987,
"step": 1500
},
{
"epoch": 1.31,
"learning_rate": 9.959072305593452e-05,
"loss": 0.6573,
"step": 1600
},
{
"epoch": 1.31,
"eval_loss": 0.6711151599884033,
"eval_runtime": 18.658,
"eval_samples_per_second": 5.36,
"eval_wer": 0.7422512234910277,
"step": 1600
},
{
"epoch": 1.39,
"learning_rate": 9.956343792633015e-05,
"loss": 0.6402,
"step": 1700
},
{
"epoch": 1.39,
"eval_loss": 0.6495039463043213,
"eval_runtime": 18.212,
"eval_samples_per_second": 5.491,
"eval_wer": 0.7161500815660685,
"step": 1700
},
{
"epoch": 1.47,
"learning_rate": 9.95361527967258e-05,
"loss": 0.6129,
"step": 1800
},
{
"epoch": 1.47,
"eval_loss": 0.6313944458961487,
"eval_runtime": 18.1993,
"eval_samples_per_second": 5.495,
"eval_wer": 0.6965742251223491,
"step": 1800
},
{
"epoch": 1.55,
"learning_rate": 9.950886766712142e-05,
"loss": 0.6074,
"step": 1900
},
{
"epoch": 1.55,
"eval_loss": 0.6353416442871094,
"eval_runtime": 18.4085,
"eval_samples_per_second": 5.432,
"eval_wer": 0.7030995106035889,
"step": 1900
},
{
"epoch": 1.64,
"learning_rate": 9.948158253751706e-05,
"loss": 0.5688,
"step": 2000
},
{
"epoch": 1.64,
"eval_loss": 0.6229403018951416,
"eval_runtime": 18.9507,
"eval_samples_per_second": 5.277,
"eval_wer": 0.6900489396411092,
"step": 2000
},
{
"epoch": 1.72,
"learning_rate": 9.945429740791268e-05,
"loss": 0.5522,
"step": 2100
},
{
"epoch": 1.72,
"eval_loss": 0.6387014985084534,
"eval_runtime": 18.1593,
"eval_samples_per_second": 5.507,
"eval_wer": 0.6916802610114192,
"step": 2100
},
{
"epoch": 1.8,
"learning_rate": 9.942701227830833e-05,
"loss": 0.5414,
"step": 2200
},
{
"epoch": 1.8,
"eval_loss": 0.5740896463394165,
"eval_runtime": 18.1093,
"eval_samples_per_second": 5.522,
"eval_wer": 0.6606851549755302,
"step": 2200
},
{
"epoch": 1.88,
"learning_rate": 9.939972714870396e-05,
"loss": 0.5227,
"step": 2300
},
{
"epoch": 1.88,
"eval_loss": 0.5425416231155396,
"eval_runtime": 18.0421,
"eval_samples_per_second": 5.543,
"eval_wer": 0.6427406199021207,
"step": 2300
},
{
"epoch": 1.96,
"learning_rate": 9.93724420190996e-05,
"loss": 0.5233,
"step": 2400
},
{
"epoch": 1.96,
"eval_loss": 0.5257930755615234,
"eval_runtime": 17.9989,
"eval_samples_per_second": 5.556,
"eval_wer": 0.6655791190864601,
"step": 2400
},
{
"epoch": 2.05,
"learning_rate": 9.934515688949523e-05,
"loss": 0.5019,
"step": 2500
},
{
"epoch": 2.05,
"eval_loss": 0.5606628656387329,
"eval_runtime": 18.0204,
"eval_samples_per_second": 5.549,
"eval_wer": 0.6427406199021207,
"step": 2500
},
{
"epoch": 2.13,
"learning_rate": 9.931787175989086e-05,
"loss": 0.472,
"step": 2600
},
{
"epoch": 2.13,
"eval_loss": 0.5908198952674866,
"eval_runtime": 18.0255,
"eval_samples_per_second": 5.548,
"eval_wer": 0.6378466557911908,
"step": 2600
},
{
"epoch": 2.21,
"learning_rate": 9.92905866302865e-05,
"loss": 0.4642,
"step": 2700
},
{
"epoch": 2.21,
"eval_loss": 0.5597887635231018,
"eval_runtime": 18.0187,
"eval_samples_per_second": 5.55,
"eval_wer": 0.6443719412724307,
"step": 2700
},
{
"epoch": 2.29,
"learning_rate": 9.926330150068214e-05,
"loss": 0.4331,
"step": 2800
},
{
"epoch": 2.29,
"eval_loss": 0.5704432725906372,
"eval_runtime": 18.1172,
"eval_samples_per_second": 5.52,
"eval_wer": 0.6264274061990212,
"step": 2800
},
{
"epoch": 2.37,
"learning_rate": 9.923601637107776e-05,
"loss": 0.4562,
"step": 2900
},
{
"epoch": 2.37,
"eval_loss": 0.544298529624939,
"eval_runtime": 17.9762,
"eval_samples_per_second": 5.563,
"eval_wer": 0.6199021207177814,
"step": 2900
},
{
"epoch": 2.45,
"learning_rate": 9.920873124147341e-05,
"loss": 0.4491,
"step": 3000
},
{
"epoch": 2.45,
"eval_loss": 0.5418174266815186,
"eval_runtime": 17.9099,
"eval_samples_per_second": 5.584,
"eval_wer": 0.6296900489396411,
"step": 3000
},
{
"epoch": 2.54,
"learning_rate": 9.918144611186904e-05,
"loss": 0.4278,
"step": 3100
},
{
"epoch": 2.54,
"eval_loss": 0.5669529438018799,
"eval_runtime": 18.1431,
"eval_samples_per_second": 5.512,
"eval_wer": 0.6280587275693311,
"step": 3100
},
{
"epoch": 2.62,
"learning_rate": 9.915416098226466e-05,
"loss": 0.4267,
"step": 3200
},
{
"epoch": 2.62,
"eval_loss": 0.5152673721313477,
"eval_runtime": 17.9853,
"eval_samples_per_second": 5.56,
"eval_wer": 0.6182707993474714,
"step": 3200
},
{
"epoch": 2.7,
"learning_rate": 9.912687585266031e-05,
"loss": 0.4056,
"step": 3300
},
{
"epoch": 2.7,
"eval_loss": 0.5021263360977173,
"eval_runtime": 17.9672,
"eval_samples_per_second": 5.566,
"eval_wer": 0.598694942903752,
"step": 3300
},
{
"epoch": 2.78,
"learning_rate": 9.909959072305594e-05,
"loss": 0.4121,
"step": 3400
},
{
"epoch": 2.78,
"eval_loss": 0.5312536358833313,
"eval_runtime": 17.8604,
"eval_samples_per_second": 5.599,
"eval_wer": 0.600326264274062,
"step": 3400
},
{
"epoch": 2.86,
"learning_rate": 9.907230559345157e-05,
"loss": 0.4357,
"step": 3500
},
{
"epoch": 2.86,
"eval_loss": 0.5214389562606812,
"eval_runtime": 18.0662,
"eval_samples_per_second": 5.535,
"eval_wer": 0.5954323001631321,
"step": 3500
},
{
"epoch": 2.95,
"learning_rate": 9.904502046384721e-05,
"loss": 0.4174,
"step": 3600
},
{
"epoch": 2.95,
"eval_loss": 0.47309502959251404,
"eval_runtime": 18.0379,
"eval_samples_per_second": 5.544,
"eval_wer": 0.5628058727569332,
"step": 3600
},
{
"epoch": 3.03,
"learning_rate": 9.901773533424284e-05,
"loss": 0.3911,
"step": 3700
},
{
"epoch": 3.03,
"eval_loss": 0.46288207173347473,
"eval_runtime": 17.9748,
"eval_samples_per_second": 5.563,
"eval_wer": 0.566068515497553,
"step": 3700
},
{
"epoch": 3.11,
"learning_rate": 9.899045020463847e-05,
"loss": 0.3817,
"step": 3800
},
{
"epoch": 3.11,
"eval_loss": 0.5229946374893188,
"eval_runtime": 18.101,
"eval_samples_per_second": 5.525,
"eval_wer": 0.5840130505709625,
"step": 3800
},
{
"epoch": 3.19,
"learning_rate": 9.896316507503411e-05,
"loss": 0.3504,
"step": 3900
},
{
"epoch": 3.19,
"eval_loss": 0.459197074174881,
"eval_runtime": 17.9054,
"eval_samples_per_second": 5.585,
"eval_wer": 0.5448613376835236,
"step": 3900
},
{
"epoch": 3.27,
"learning_rate": 9.893587994542974e-05,
"loss": 0.3741,
"step": 4000
},
{
"epoch": 3.27,
"eval_loss": 0.4944967031478882,
"eval_runtime": 18.5172,
"eval_samples_per_second": 5.4,
"eval_wer": 0.5562805872756933,
"step": 4000
},
{
"epoch": 3.36,
"learning_rate": 9.890859481582539e-05,
"loss": 0.3451,
"step": 4100
},
{
"epoch": 3.36,
"eval_loss": 0.49022501707077026,
"eval_runtime": 18.2792,
"eval_samples_per_second": 5.471,
"eval_wer": 0.5562805872756933,
"step": 4100
},
{
"epoch": 3.44,
"learning_rate": 9.888130968622101e-05,
"loss": 0.356,
"step": 4200
},
{
"epoch": 3.44,
"eval_loss": 0.4645284414291382,
"eval_runtime": 18.1691,
"eval_samples_per_second": 5.504,
"eval_wer": 0.5513866231647635,
"step": 4200
},
{
"epoch": 3.52,
"learning_rate": 9.885402455661665e-05,
"loss": 0.3679,
"step": 4300
},
{
"epoch": 3.52,
"eval_loss": 0.4742129147052765,
"eval_runtime": 18.0285,
"eval_samples_per_second": 5.547,
"eval_wer": 0.5791190864600326,
"step": 4300
},
{
"epoch": 3.6,
"learning_rate": 9.882673942701229e-05,
"loss": 0.343,
"step": 4400
},
{
"epoch": 3.6,
"eval_loss": 0.45692238211631775,
"eval_runtime": 18.0518,
"eval_samples_per_second": 5.54,
"eval_wer": 0.566068515497553,
"step": 4400
},
{
"epoch": 3.68,
"learning_rate": 9.879945429740792e-05,
"loss": 0.39,
"step": 4500
},
{
"epoch": 3.68,
"eval_loss": 0.4621705114841461,
"eval_runtime": 18.0928,
"eval_samples_per_second": 5.527,
"eval_wer": 0.5562805872756933,
"step": 4500
},
{
"epoch": 3.76,
"learning_rate": 9.877216916780355e-05,
"loss": 0.3434,
"step": 4600
},
{
"epoch": 3.76,
"eval_loss": 0.5067647695541382,
"eval_runtime": 18.1879,
"eval_samples_per_second": 5.498,
"eval_wer": 0.5693311582381729,
"step": 4600
},
{
"epoch": 3.85,
"learning_rate": 9.874488403819919e-05,
"loss": 0.3402,
"step": 4700
},
{
"epoch": 3.85,
"eval_loss": 0.4918912947177887,
"eval_runtime": 18.1428,
"eval_samples_per_second": 5.512,
"eval_wer": 0.5693311582381729,
"step": 4700
},
{
"epoch": 3.93,
"learning_rate": 9.871759890859482e-05,
"loss": 0.3493,
"step": 4800
},
{
"epoch": 3.93,
"eval_loss": 0.4792294204235077,
"eval_runtime": 18.131,
"eval_samples_per_second": 5.515,
"eval_wer": 0.5709624796084829,
"step": 4800
},
{
"epoch": 4.01,
"learning_rate": 9.869031377899045e-05,
"loss": 0.3367,
"step": 4900
},
{
"epoch": 4.01,
"eval_loss": 0.5306392908096313,
"eval_runtime": 18.1096,
"eval_samples_per_second": 5.522,
"eval_wer": 0.5774877650897227,
"step": 4900
},
{
"epoch": 4.09,
"learning_rate": 9.866302864938609e-05,
"loss": 0.3163,
"step": 5000
},
{
"epoch": 4.09,
"eval_loss": 0.49867820739746094,
"eval_runtime": 18.1564,
"eval_samples_per_second": 5.508,
"eval_wer": 0.5709624796084829,
"step": 5000
},
{
"epoch": 4.17,
"learning_rate": 9.863574351978172e-05,
"loss": 0.3025,
"step": 5100
},
{
"epoch": 4.17,
"eval_loss": 0.49608245491981506,
"eval_runtime": 18.3468,
"eval_samples_per_second": 5.451,
"eval_wer": 0.5383360522022839,
"step": 5100
},
{
"epoch": 4.26,
"learning_rate": 9.860845839017737e-05,
"loss": 0.3017,
"step": 5200
},
{
"epoch": 4.26,
"eval_loss": 0.519436776638031,
"eval_runtime": 18.1576,
"eval_samples_per_second": 5.507,
"eval_wer": 0.5595432300163132,
"step": 5200
},
{
"epoch": 4.34,
"learning_rate": 9.858117326057299e-05,
"loss": 0.318,
"step": 5300
},
{
"epoch": 4.34,
"eval_loss": 0.49539458751678467,
"eval_runtime": 18.1275,
"eval_samples_per_second": 5.516,
"eval_wer": 0.5530179445350734,
"step": 5300
},
{
"epoch": 4.42,
"learning_rate": 9.855388813096863e-05,
"loss": 0.3297,
"step": 5400
},
{
"epoch": 4.42,
"eval_loss": 0.5326051115989685,
"eval_runtime": 18.044,
"eval_samples_per_second": 5.542,
"eval_wer": 0.5595432300163132,
"step": 5400
},
{
"epoch": 4.5,
"learning_rate": 9.852660300136425e-05,
"loss": 0.3045,
"step": 5500
},
{
"epoch": 4.5,
"eval_loss": 0.48108261823654175,
"eval_runtime": 18.0697,
"eval_samples_per_second": 5.534,
"eval_wer": 0.5415986949429038,
"step": 5500
},
{
"epoch": 4.58,
"learning_rate": 9.84993178717599e-05,
"loss": 0.2975,
"step": 5600
},
{
"epoch": 4.58,
"eval_loss": 0.5604788064956665,
"eval_runtime": 18.1396,
"eval_samples_per_second": 5.513,
"eval_wer": 0.5725938009787929,
"step": 5600
},
{
"epoch": 4.66,
"learning_rate": 9.847203274215553e-05,
"loss": 0.2851,
"step": 5700
},
{
"epoch": 4.66,
"eval_loss": 0.52396559715271,
"eval_runtime": 18.0267,
"eval_samples_per_second": 5.547,
"eval_wer": 0.5464926590538336,
"step": 5700
},
{
"epoch": 4.75,
"learning_rate": 9.844474761255117e-05,
"loss": 0.3037,
"step": 5800
},
{
"epoch": 4.75,
"eval_loss": 0.4817478060722351,
"eval_runtime": 18.1198,
"eval_samples_per_second": 5.519,
"eval_wer": 0.5415986949429038,
"step": 5800
},
{
"epoch": 4.83,
"learning_rate": 9.84174624829468e-05,
"loss": 0.3032,
"step": 5900
},
{
"epoch": 4.83,
"eval_loss": 0.5403196215629578,
"eval_runtime": 18.0777,
"eval_samples_per_second": 5.532,
"eval_wer": 0.5709624796084829,
"step": 5900
},
{
"epoch": 4.91,
"learning_rate": 9.839017735334243e-05,
"loss": 0.2947,
"step": 6000
},
{
"epoch": 4.91,
"eval_loss": 0.4690156877040863,
"eval_runtime": 18.4111,
"eval_samples_per_second": 5.432,
"eval_wer": 0.5579119086460033,
"step": 6000
},
{
"epoch": 4.99,
"learning_rate": 9.836289222373807e-05,
"loss": 0.3041,
"step": 6100
},
{
"epoch": 4.99,
"eval_loss": 0.5112998485565186,
"eval_runtime": 18.0574,
"eval_samples_per_second": 5.538,
"eval_wer": 0.5595432300163132,
"step": 6100
},
{
"epoch": 5.07,
"learning_rate": 9.83356070941337e-05,
"loss": 0.2659,
"step": 6200
},
{
"epoch": 5.07,
"eval_loss": 0.5093588829040527,
"eval_runtime": 18.1339,
"eval_samples_per_second": 5.515,
"eval_wer": 0.5448613376835236,
"step": 6200
},
{
"epoch": 5.16,
"learning_rate": 9.830832196452933e-05,
"loss": 0.2621,
"step": 6300
},
{
"epoch": 5.16,
"eval_loss": 0.5168948173522949,
"eval_runtime": 18.1269,
"eval_samples_per_second": 5.517,
"eval_wer": 0.5758564437194127,
"step": 6300
},
{
"epoch": 5.24,
"learning_rate": 9.828103683492497e-05,
"loss": 0.264,
"step": 6400
},
{
"epoch": 5.24,
"eval_loss": 0.5183637142181396,
"eval_runtime": 18.0896,
"eval_samples_per_second": 5.528,
"eval_wer": 0.5399673735725938,
"step": 6400
},
{
"epoch": 5.32,
"learning_rate": 9.825375170532061e-05,
"loss": 0.2725,
"step": 6500
},
{
"epoch": 5.32,
"eval_loss": 0.5389344096183777,
"eval_runtime": 18.0714,
"eval_samples_per_second": 5.534,
"eval_wer": 0.5415986949429038,
"step": 6500
},
{
"epoch": 5.4,
"learning_rate": 9.822646657571623e-05,
"loss": 0.273,
"step": 6600
},
{
"epoch": 5.4,
"eval_loss": 0.5070094466209412,
"eval_runtime": 18.2125,
"eval_samples_per_second": 5.491,
"eval_wer": 0.5595432300163132,
"step": 6600
},
{
"epoch": 5.48,
"learning_rate": 9.819918144611188e-05,
"loss": 0.2889,
"step": 6700
},
{
"epoch": 5.48,
"eval_loss": 0.5503917932510376,
"eval_runtime": 18.0283,
"eval_samples_per_second": 5.547,
"eval_wer": 0.5464926590538336,
"step": 6700
},
{
"epoch": 5.56,
"learning_rate": 9.817189631650751e-05,
"loss": 0.2728,
"step": 6800
},
{
"epoch": 5.56,
"eval_loss": 0.6155907511711121,
"eval_runtime": 18.1183,
"eval_samples_per_second": 5.519,
"eval_wer": 0.5889070146818923,
"step": 6800
},
{
"epoch": 5.65,
"learning_rate": 9.814461118690314e-05,
"loss": 0.2914,
"step": 6900
},
{
"epoch": 5.65,
"eval_loss": 0.521608293056488,
"eval_runtime": 18.3112,
"eval_samples_per_second": 5.461,
"eval_wer": 0.5383360522022839,
"step": 6900
},
{
"epoch": 5.73,
"learning_rate": 9.811732605729878e-05,
"loss": 0.2639,
"step": 7000
},
{
"epoch": 5.73,
"eval_loss": 0.6134706139564514,
"eval_runtime": 18.0647,
"eval_samples_per_second": 5.536,
"eval_wer": 0.5481239804241436,
"step": 7000
},
{
"epoch": 5.81,
"learning_rate": 9.809004092769441e-05,
"loss": 0.2688,
"step": 7100
},
{
"epoch": 5.81,
"eval_loss": 0.5232261419296265,
"eval_runtime": 18.1754,
"eval_samples_per_second": 5.502,
"eval_wer": 0.5464926590538336,
"step": 7100
},
{
"epoch": 5.89,
"learning_rate": 9.806275579809004e-05,
"loss": 0.2652,
"step": 7200
},
{
"epoch": 5.89,
"eval_loss": 0.5219370126724243,
"eval_runtime": 18.2531,
"eval_samples_per_second": 5.479,
"eval_wer": 0.533442088091354,
"step": 7200
},
{
"epoch": 5.97,
"learning_rate": 9.803547066848569e-05,
"loss": 0.2722,
"step": 7300
},
{
"epoch": 5.97,
"eval_loss": 0.5088679790496826,
"eval_runtime": 18.2641,
"eval_samples_per_second": 5.475,
"eval_wer": 0.5236541598694943,
"step": 7300
},
{
"epoch": 6.06,
"learning_rate": 9.800818553888131e-05,
"loss": 0.2575,
"step": 7400
},
{
"epoch": 6.06,
"eval_loss": 0.509792149066925,
"eval_runtime": 18.1448,
"eval_samples_per_second": 5.511,
"eval_wer": 0.5220228384991843,
"step": 7400
},
{
"epoch": 6.14,
"learning_rate": 9.798090040927694e-05,
"loss": 0.2397,
"step": 7500
},
{
"epoch": 6.14,
"eval_loss": 0.5148301124572754,
"eval_runtime": 18.0794,
"eval_samples_per_second": 5.531,
"eval_wer": 0.5579119086460033,
"step": 7500
},
{
"epoch": 6.22,
"learning_rate": 9.795361527967258e-05,
"loss": 0.2464,
"step": 7600
},
{
"epoch": 6.22,
"eval_loss": 0.5043299198150635,
"eval_runtime": 18.0544,
"eval_samples_per_second": 5.539,
"eval_wer": 0.5513866231647635,
"step": 7600
},
{
"epoch": 6.3,
"learning_rate": 9.792633015006821e-05,
"loss": 0.2485,
"step": 7700
},
{
"epoch": 6.3,
"eval_loss": 0.5194571018218994,
"eval_runtime": 18.0679,
"eval_samples_per_second": 5.535,
"eval_wer": 0.5823817292006526,
"step": 7700
},
{
"epoch": 6.38,
"learning_rate": 9.789904502046386e-05,
"loss": 0.2299,
"step": 7800
},
{
"epoch": 6.38,
"eval_loss": 0.5433354377746582,
"eval_runtime": 18.0004,
"eval_samples_per_second": 5.555,
"eval_wer": 0.5399673735725938,
"step": 7800
},
{
"epoch": 6.46,
"learning_rate": 9.787175989085948e-05,
"loss": 0.244,
"step": 7900
},
{
"epoch": 6.46,
"eval_loss": 0.5765259861946106,
"eval_runtime": 18.2353,
"eval_samples_per_second": 5.484,
"eval_wer": 0.531810766721044,
"step": 7900
},
{
"epoch": 6.55,
"learning_rate": 9.784447476125512e-05,
"loss": 0.2394,
"step": 8000
},
{
"epoch": 6.55,
"eval_loss": 0.6303309202194214,
"eval_runtime": 18.0232,
"eval_samples_per_second": 5.548,
"eval_wer": 0.5530179445350734,
"step": 8000
},
{
"epoch": 6.63,
"learning_rate": 9.781718963165076e-05,
"loss": 0.2423,
"step": 8100
},
{
"epoch": 6.63,
"eval_loss": 0.5469087362289429,
"eval_runtime": 18.1188,
"eval_samples_per_second": 5.519,
"eval_wer": 0.533442088091354,
"step": 8100
},
{
"epoch": 6.71,
"learning_rate": 9.778990450204639e-05,
"loss": 0.2363,
"step": 8200
},
{
"epoch": 6.71,
"eval_loss": 0.5919773578643799,
"eval_runtime": 18.0302,
"eval_samples_per_second": 5.546,
"eval_wer": 0.567699836867863,
"step": 8200
},
{
"epoch": 6.79,
"learning_rate": 9.776261937244202e-05,
"loss": 0.231,
"step": 8300
},
{
"epoch": 6.79,
"eval_loss": 0.49973785877227783,
"eval_runtime": 18.1196,
"eval_samples_per_second": 5.519,
"eval_wer": 0.5464926590538336,
"step": 8300
},
{
"epoch": 6.87,
"learning_rate": 9.773533424283766e-05,
"loss": 0.244,
"step": 8400
},
{
"epoch": 6.87,
"eval_loss": 0.5464155673980713,
"eval_runtime": 18.0797,
"eval_samples_per_second": 5.531,
"eval_wer": 0.5513866231647635,
"step": 8400
},
{
"epoch": 6.96,
"learning_rate": 9.770804911323329e-05,
"loss": 0.2332,
"step": 8500
},
{
"epoch": 6.96,
"eval_loss": 0.526359498500824,
"eval_runtime": 18.1851,
"eval_samples_per_second": 5.499,
"eval_wer": 0.5709624796084829,
"step": 8500
},
{
"epoch": 7.04,
"learning_rate": 9.768076398362894e-05,
"loss": 0.2421,
"step": 8600
},
{
"epoch": 7.04,
"eval_loss": 0.5105239748954773,
"eval_runtime": 18.1953,
"eval_samples_per_second": 5.496,
"eval_wer": 0.5562805872756933,
"step": 8600
},
{
"epoch": 7.12,
"learning_rate": 9.765347885402456e-05,
"loss": 0.2236,
"step": 8700
},
{
"epoch": 7.12,
"eval_loss": 0.5103984475135803,
"eval_runtime": 18.0762,
"eval_samples_per_second": 5.532,
"eval_wer": 0.5367047308319739,
"step": 8700
},
{
"epoch": 7.2,
"learning_rate": 9.76261937244202e-05,
"loss": 0.2075,
"step": 8800
},
{
"epoch": 7.2,
"eval_loss": 0.5242435336112976,
"eval_runtime": 18.142,
"eval_samples_per_second": 5.512,
"eval_wer": 0.5106035889070146,
"step": 8800
},
{
"epoch": 7.28,
"learning_rate": 9.759890859481584e-05,
"loss": 0.2322,
"step": 8900
},
{
"epoch": 7.28,
"eval_loss": 0.5415535569190979,
"eval_runtime": 18.1455,
"eval_samples_per_second": 5.511,
"eval_wer": 0.5350734094616639,
"step": 8900
},
{
"epoch": 7.36,
"learning_rate": 9.757162346521146e-05,
"loss": 0.209,
"step": 9000
},
{
"epoch": 7.36,
"eval_loss": 0.45015835762023926,
"eval_runtime": 18.2899,
"eval_samples_per_second": 5.467,
"eval_wer": 0.5154975530179445,
"step": 9000
},
{
"epoch": 7.45,
"learning_rate": 9.75443383356071e-05,
"loss": 0.2161,
"step": 9100
},
{
"epoch": 7.45,
"eval_loss": 0.435876727104187,
"eval_runtime": 18.1085,
"eval_samples_per_second": 5.522,
"eval_wer": 0.5203915171288744,
"step": 9100
},
{
"epoch": 7.53,
"learning_rate": 9.751705320600272e-05,
"loss": 0.2239,
"step": 9200
},
{
"epoch": 7.53,
"eval_loss": 0.5517589449882507,
"eval_runtime": 18.1314,
"eval_samples_per_second": 5.515,
"eval_wer": 0.5513866231647635,
"step": 9200
},
{
"epoch": 7.61,
"learning_rate": 9.748976807639837e-05,
"loss": 0.2135,
"step": 9300
},
{
"epoch": 7.61,
"eval_loss": 0.5722827315330505,
"eval_runtime": 18.2661,
"eval_samples_per_second": 5.475,
"eval_wer": 0.5383360522022839,
"step": 9300
},
{
"epoch": 7.69,
"learning_rate": 9.7462482946794e-05,
"loss": 0.2193,
"step": 9400
},
{
"epoch": 7.69,
"eval_loss": 0.5303468704223633,
"eval_runtime": 18.1001,
"eval_samples_per_second": 5.525,
"eval_wer": 0.5073409461663948,
"step": 9400
},
{
"epoch": 7.77,
"learning_rate": 9.743519781718964e-05,
"loss": 0.239,
"step": 9500
},
{
"epoch": 7.77,
"eval_loss": 0.5649023056030273,
"eval_runtime": 18.115,
"eval_samples_per_second": 5.52,
"eval_wer": 0.5089722675367048,
"step": 9500
},
{
"epoch": 7.86,
"learning_rate": 9.740791268758527e-05,
"loss": 0.2266,
"step": 9600
},
{
"epoch": 7.86,
"eval_loss": 0.4942982792854309,
"eval_runtime": 18.1724,
"eval_samples_per_second": 5.503,
"eval_wer": 0.5187601957585645,
"step": 9600
},
{
"epoch": 7.94,
"learning_rate": 9.73806275579809e-05,
"loss": 0.2328,
"step": 9700
},
{
"epoch": 7.94,
"eval_loss": 0.4808942377567291,
"eval_runtime": 18.123,
"eval_samples_per_second": 5.518,
"eval_wer": 0.5171288743882545,
"step": 9700
},
{
"epoch": 8.02,
"learning_rate": 9.735334242837654e-05,
"loss": 0.2219,
"step": 9800
},
{
"epoch": 8.02,
"eval_loss": 0.5041812062263489,
"eval_runtime": 18.2686,
"eval_samples_per_second": 5.474,
"eval_wer": 0.5220228384991843,
"step": 9800
},
{
"epoch": 8.1,
"learning_rate": 9.732605729877218e-05,
"loss": 0.2166,
"step": 9900
},
{
"epoch": 8.1,
"eval_loss": 0.49035871028900146,
"eval_runtime": 18.2214,
"eval_samples_per_second": 5.488,
"eval_wer": 0.533442088091354,
"step": 9900
},
{
"epoch": 8.18,
"learning_rate": 9.72987721691678e-05,
"loss": 0.2036,
"step": 10000
},
{
"epoch": 8.18,
"eval_loss": 0.4532802104949951,
"eval_runtime": 18.0465,
"eval_samples_per_second": 5.541,
"eval_wer": 0.5154975530179445,
"step": 10000
},
{
"epoch": 8.27,
"learning_rate": 9.727148703956345e-05,
"loss": 0.2056,
"step": 10100
},
{
"epoch": 8.27,
"eval_loss": 0.49766284227371216,
"eval_runtime": 18.3478,
"eval_samples_per_second": 5.45,
"eval_wer": 0.5220228384991843,
"step": 10100
},
{
"epoch": 8.35,
"learning_rate": 9.724420190995908e-05,
"loss": 0.1897,
"step": 10200
},
{
"epoch": 8.35,
"eval_loss": 0.5390677452087402,
"eval_runtime": 18.1818,
"eval_samples_per_second": 5.5,
"eval_wer": 0.5269168026101142,
"step": 10200
},
{
"epoch": 8.43,
"learning_rate": 9.721691678035471e-05,
"loss": 0.1957,
"step": 10300
},
{
"epoch": 8.43,
"eval_loss": 0.5764414072036743,
"eval_runtime": 18.1005,
"eval_samples_per_second": 5.525,
"eval_wer": 0.533442088091354,
"step": 10300
},
{
"epoch": 8.51,
"learning_rate": 9.718963165075035e-05,
"loss": 0.1985,
"step": 10400
},
{
"epoch": 8.51,
"eval_loss": 0.5892696976661682,
"eval_runtime": 18.12,
"eval_samples_per_second": 5.519,
"eval_wer": 0.5399673735725938,
"step": 10400
},
{
"epoch": 8.59,
"learning_rate": 9.716234652114598e-05,
"loss": 0.208,
"step": 10500
},
{
"epoch": 8.59,
"eval_loss": 0.46923932433128357,
"eval_runtime": 18.0696,
"eval_samples_per_second": 5.534,
"eval_wer": 0.5122349102773246,
"step": 10500
},
{
"epoch": 8.67,
"learning_rate": 9.713506139154161e-05,
"loss": 0.2055,
"step": 10600
},
{
"epoch": 8.67,
"eval_loss": 0.5385192036628723,
"eval_runtime": 18.086,
"eval_samples_per_second": 5.529,
"eval_wer": 0.5220228384991843,
"step": 10600
},
{
"epoch": 8.76,
"learning_rate": 9.710777626193725e-05,
"loss": 0.205,
"step": 10700
},
{
"epoch": 8.76,
"eval_loss": 0.5977317690849304,
"eval_runtime": 18.0762,
"eval_samples_per_second": 5.532,
"eval_wer": 0.5252854812398042,
"step": 10700
},
{
"epoch": 8.84,
"learning_rate": 9.708049113233288e-05,
"loss": 0.2153,
"step": 10800
},
{
"epoch": 8.84,
"eval_loss": 0.5502565503120422,
"eval_runtime": 18.0402,
"eval_samples_per_second": 5.543,
"eval_wer": 0.5350734094616639,
"step": 10800
},
{
"epoch": 8.92,
"learning_rate": 9.705320600272851e-05,
"loss": 0.2221,
"step": 10900
},
{
"epoch": 8.92,
"eval_loss": 0.5062658786773682,
"eval_runtime": 18.1668,
"eval_samples_per_second": 5.505,
"eval_wer": 0.5057096247960848,
"step": 10900
},
{
"epoch": 9.0,
"learning_rate": 9.702592087312416e-05,
"loss": 0.2228,
"step": 11000
},
{
"epoch": 9.0,
"eval_loss": 0.4952687919139862,
"eval_runtime": 18.0738,
"eval_samples_per_second": 5.533,
"eval_wer": 0.5187601957585645,
"step": 11000
},
{
"epoch": 9.08,
"learning_rate": 9.699863574351978e-05,
"loss": 0.1888,
"step": 11100
},
{
"epoch": 9.08,
"eval_loss": 0.5036348700523376,
"eval_runtime": 18.1191,
"eval_samples_per_second": 5.519,
"eval_wer": 0.5089722675367048,
"step": 11100
},
{
"epoch": 9.17,
"learning_rate": 9.697135061391543e-05,
"loss": 0.1827,
"step": 11200
},
{
"epoch": 9.17,
"eval_loss": 0.5076143741607666,
"eval_runtime": 18.3508,
"eval_samples_per_second": 5.449,
"eval_wer": 0.5008156606851549,
"step": 11200
},
{
"epoch": 9.25,
"learning_rate": 9.694406548431105e-05,
"loss": 0.1881,
"step": 11300
},
{
"epoch": 9.25,
"eval_loss": 0.48387715220451355,
"eval_runtime": 18.1083,
"eval_samples_per_second": 5.522,
"eval_wer": 0.49592169657422513,
"step": 11300
},
{
"epoch": 9.33,
"learning_rate": 9.69167803547067e-05,
"loss": 0.1889,
"step": 11400
},
{
"epoch": 9.33,
"eval_loss": 0.5388205051422119,
"eval_runtime": 18.0209,
"eval_samples_per_second": 5.549,
"eval_wer": 0.5008156606851549,
"step": 11400
},
{
"epoch": 9.41,
"learning_rate": 9.688949522510233e-05,
"loss": 0.1845,
"step": 11500
},
{
"epoch": 9.41,
"eval_loss": 0.4822709262371063,
"eval_runtime": 18.0517,
"eval_samples_per_second": 5.54,
"eval_wer": 0.4893964110929853,
"step": 11500
},
{
"epoch": 9.49,
"learning_rate": 9.686221009549796e-05,
"loss": 0.2032,
"step": 11600
},
{
"epoch": 9.49,
"eval_loss": 0.50101637840271,
"eval_runtime": 18.1112,
"eval_samples_per_second": 5.521,
"eval_wer": 0.5350734094616639,
"step": 11600
},
{
"epoch": 9.57,
"learning_rate": 9.68349249658936e-05,
"loss": 0.2148,
"step": 11700
},
{
"epoch": 9.57,
"eval_loss": 0.49152928590774536,
"eval_runtime": 18.1082,
"eval_samples_per_second": 5.522,
"eval_wer": 0.5122349102773246,
"step": 11700
},
{
"epoch": 9.66,
"learning_rate": 9.680763983628923e-05,
"loss": 0.2014,
"step": 11800
},
{
"epoch": 9.66,
"eval_loss": 0.490098774433136,
"eval_runtime": 18.2244,
"eval_samples_per_second": 5.487,
"eval_wer": 0.5187601957585645,
"step": 11800
},
{
"epoch": 9.74,
"learning_rate": 9.678035470668486e-05,
"loss": 0.2006,
"step": 11900
},
{
"epoch": 9.74,
"eval_loss": 0.5543618202209473,
"eval_runtime": 18.1457,
"eval_samples_per_second": 5.511,
"eval_wer": 0.5122349102773246,
"step": 11900
},
{
"epoch": 9.82,
"learning_rate": 9.675306957708049e-05,
"loss": 0.2015,
"step": 12000
},
{
"epoch": 9.82,
"eval_loss": 0.46993693709373474,
"eval_runtime": 18.1108,
"eval_samples_per_second": 5.522,
"eval_wer": 0.49755301794453505,
"step": 12000
},
{
"epoch": 9.9,
"learning_rate": 9.672578444747613e-05,
"loss": 0.1955,
"step": 12100
},
{
"epoch": 9.9,
"eval_loss": 0.5119531750679016,
"eval_runtime": 18.1088,
"eval_samples_per_second": 5.522,
"eval_wer": 0.5171288743882545,
"step": 12100
},
{
"epoch": 9.98,
"learning_rate": 9.669849931787176e-05,
"loss": 0.1992,
"step": 12200
},
{
"epoch": 9.98,
"eval_loss": 0.5462976098060608,
"eval_runtime": 18.1437,
"eval_samples_per_second": 5.512,
"eval_wer": 0.5122349102773246,
"step": 12200
},
{
"epoch": 10.07,
"learning_rate": 9.66712141882674e-05,
"loss": 0.1858,
"step": 12300
},
{
"epoch": 10.07,
"eval_loss": 0.5365936756134033,
"eval_runtime": 18.1212,
"eval_samples_per_second": 5.518,
"eval_wer": 0.5057096247960848,
"step": 12300
},
{
"epoch": 10.15,
"learning_rate": 9.664392905866303e-05,
"loss": 0.1695,
"step": 12400
},
{
"epoch": 10.15,
"eval_loss": 0.5218992829322815,
"eval_runtime": 18.1427,
"eval_samples_per_second": 5.512,
"eval_wer": 0.5138662316476346,
"step": 12400
},
{
"epoch": 10.23,
"learning_rate": 9.661664392905867e-05,
"loss": 0.198,
"step": 12500
},
{
"epoch": 10.23,
"eval_loss": 0.5381004214286804,
"eval_runtime": 18.0861,
"eval_samples_per_second": 5.529,
"eval_wer": 0.5220228384991843,
"step": 12500
},
{
"epoch": 10.31,
"learning_rate": 9.65893587994543e-05,
"loss": 0.1741,
"step": 12600
},
{
"epoch": 10.31,
"eval_loss": 0.549069344997406,
"eval_runtime": 18.1945,
"eval_samples_per_second": 5.496,
"eval_wer": 0.5171288743882545,
"step": 12600
},
{
"epoch": 10.39,
"learning_rate": 9.656207366984994e-05,
"loss": 0.1941,
"step": 12700
},
{
"epoch": 10.39,
"eval_loss": 0.5582250356674194,
"eval_runtime": 18.1284,
"eval_samples_per_second": 5.516,
"eval_wer": 0.5187601957585645,
"step": 12700
},
{
"epoch": 10.47,
"learning_rate": 9.653478854024557e-05,
"loss": 0.197,
"step": 12800
},
{
"epoch": 10.47,
"eval_loss": 0.5502349138259888,
"eval_runtime": 18.1653,
"eval_samples_per_second": 5.505,
"eval_wer": 0.5040783034257749,
"step": 12800
},
{
"epoch": 10.56,
"learning_rate": 9.65075034106412e-05,
"loss": 0.1758,
"step": 12900
},
{
"epoch": 10.56,
"eval_loss": 0.5512282848358154,
"eval_runtime": 18.1381,
"eval_samples_per_second": 5.513,
"eval_wer": 0.49592169657422513,
"step": 12900
},
{
"epoch": 10.64,
"learning_rate": 9.648021828103684e-05,
"loss": 0.1795,
"step": 13000
},
{
"epoch": 10.64,
"eval_loss": 0.5705503225326538,
"eval_runtime": 18.1085,
"eval_samples_per_second": 5.522,
"eval_wer": 0.4926590538336052,
"step": 13000
},
{
"epoch": 10.72,
"learning_rate": 9.645293315143247e-05,
"loss": 0.1908,
"step": 13100
},
{
"epoch": 10.72,
"eval_loss": 0.5005561113357544,
"eval_runtime": 18.2399,
"eval_samples_per_second": 5.482,
"eval_wer": 0.499184339314845,
"step": 13100
},
{
"epoch": 10.8,
"learning_rate": 9.64256480218281e-05,
"loss": 0.1849,
"step": 13200
},
{
"epoch": 10.8,
"eval_loss": 0.4815738797187805,
"eval_runtime": 18.0612,
"eval_samples_per_second": 5.537,
"eval_wer": 0.49755301794453505,
"step": 13200
},
{
"epoch": 10.88,
"learning_rate": 9.639836289222375e-05,
"loss": 0.1746,
"step": 13300
},
{
"epoch": 10.88,
"eval_loss": 0.5251672863960266,
"eval_runtime": 18.1744,
"eval_samples_per_second": 5.502,
"eval_wer": 0.5057096247960848,
"step": 13300
},
{
"epoch": 10.97,
"learning_rate": 9.637107776261937e-05,
"loss": 0.1805,
"step": 13400
},
{
"epoch": 10.97,
"eval_loss": 0.6231664419174194,
"eval_runtime": 18.1307,
"eval_samples_per_second": 5.515,
"eval_wer": 0.5301794453507341,
"step": 13400
},
{
"epoch": 11.05,
"learning_rate": 9.6343792633015e-05,
"loss": 0.1585,
"step": 13500
},
{
"epoch": 11.05,
"eval_loss": 0.639666736125946,
"eval_runtime": 18.0378,
"eval_samples_per_second": 5.544,
"eval_wer": 0.5024469820554649,
"step": 13500
},
{
"epoch": 11.13,
"learning_rate": 9.631650750341065e-05,
"loss": 0.1676,
"step": 13600
},
{
"epoch": 11.13,
"eval_loss": 0.5459147095680237,
"eval_runtime": 18.1234,
"eval_samples_per_second": 5.518,
"eval_wer": 0.5008156606851549,
"step": 13600
},
{
"epoch": 11.21,
"learning_rate": 9.628922237380627e-05,
"loss": 0.1797,
"step": 13700
},
{
"epoch": 11.21,
"eval_loss": 0.542678952217102,
"eval_runtime": 18.1227,
"eval_samples_per_second": 5.518,
"eval_wer": 0.5089722675367048,
"step": 13700
},
{
"epoch": 11.29,
"learning_rate": 9.626193724420192e-05,
"loss": 0.1587,
"step": 13800
},
{
"epoch": 11.29,
"eval_loss": 0.5375781059265137,
"eval_runtime": 18.0437,
"eval_samples_per_second": 5.542,
"eval_wer": 0.5106035889070146,
"step": 13800
},
{
"epoch": 11.37,
"learning_rate": 9.623465211459755e-05,
"loss": 0.1786,
"step": 13900
},
{
"epoch": 11.37,
"eval_loss": 0.5375598669052124,
"eval_runtime": 18.3192,
"eval_samples_per_second": 5.459,
"eval_wer": 0.5008156606851549,
"step": 13900
},
{
"epoch": 11.46,
"learning_rate": 9.620736698499318e-05,
"loss": 0.1771,
"step": 14000
},
{
"epoch": 11.46,
"eval_loss": 0.5227739214897156,
"eval_runtime": 18.3436,
"eval_samples_per_second": 5.452,
"eval_wer": 0.4910277324632953,
"step": 14000
},
{
"epoch": 11.54,
"learning_rate": 9.618008185538882e-05,
"loss": 0.1668,
"step": 14100
},
{
"epoch": 11.54,
"eval_loss": 0.54190593957901,
"eval_runtime": 18.2145,
"eval_samples_per_second": 5.49,
"eval_wer": 0.499184339314845,
"step": 14100
},
{
"epoch": 11.62,
"learning_rate": 9.615279672578445e-05,
"loss": 0.1628,
"step": 14200
},
{
"epoch": 11.62,
"eval_loss": 0.49297595024108887,
"eval_runtime": 18.1064,
"eval_samples_per_second": 5.523,
"eval_wer": 0.48613376835236544,
"step": 14200
},
{
"epoch": 11.7,
"learning_rate": 9.612551159618008e-05,
"loss": 0.1728,
"step": 14300
},
{
"epoch": 11.7,
"eval_loss": 0.4872676432132721,
"eval_runtime": 18.2245,
"eval_samples_per_second": 5.487,
"eval_wer": 0.48776508972267535,
"step": 14300
},
{
"epoch": 11.78,
"learning_rate": 9.609822646657573e-05,
"loss": 0.1876,
"step": 14400
},
{
"epoch": 11.78,
"eval_loss": 0.5935976505279541,
"eval_runtime": 18.1277,
"eval_samples_per_second": 5.516,
"eval_wer": 0.5220228384991843,
"step": 14400
},
{
"epoch": 11.87,
"learning_rate": 9.607094133697135e-05,
"loss": 0.1732,
"step": 14500
},
{
"epoch": 11.87,
"eval_loss": 0.5435391068458557,
"eval_runtime": 18.2852,
"eval_samples_per_second": 5.469,
"eval_wer": 0.49429037520391517,
"step": 14500
},
{
"epoch": 11.95,
"learning_rate": 9.6043656207367e-05,
"loss": 0.1794,
"step": 14600
},
{
"epoch": 11.95,
"eval_loss": 0.5519204139709473,
"eval_runtime": 18.2453,
"eval_samples_per_second": 5.481,
"eval_wer": 0.5138662316476346,
"step": 14600
},
{
"epoch": 12.03,
"learning_rate": 9.601637107776262e-05,
"loss": 0.1696,
"step": 14700
},
{
"epoch": 12.03,
"eval_loss": 0.5955798029899597,
"eval_runtime": 18.1714,
"eval_samples_per_second": 5.503,
"eval_wer": 0.5252854812398042,
"step": 14700
},
{
"epoch": 12.11,
"learning_rate": 9.598908594815826e-05,
"loss": 0.1665,
"step": 14800
},
{
"epoch": 12.11,
"eval_loss": 0.5391552448272705,
"eval_runtime": 18.128,
"eval_samples_per_second": 5.516,
"eval_wer": 0.49592169657422513,
"step": 14800
},
{
"epoch": 12.19,
"learning_rate": 9.59618008185539e-05,
"loss": 0.1668,
"step": 14900
},
{
"epoch": 12.19,
"eval_loss": 0.523460865020752,
"eval_runtime": 18.2149,
"eval_samples_per_second": 5.49,
"eval_wer": 0.499184339314845,
"step": 14900
},
{
"epoch": 12.27,
"learning_rate": 9.593451568894952e-05,
"loss": 0.1656,
"step": 15000
},
{
"epoch": 12.27,
"eval_loss": 0.6226036548614502,
"eval_runtime": 18.3111,
"eval_samples_per_second": 5.461,
"eval_wer": 0.5089722675367048,
"step": 15000
},
{
"epoch": 12.36,
"learning_rate": 9.590723055934516e-05,
"loss": 0.1652,
"step": 15100
},
{
"epoch": 12.36,
"eval_loss": 0.6167003512382507,
"eval_runtime": 18.2279,
"eval_samples_per_second": 5.486,
"eval_wer": 0.5138662316476346,
"step": 15100
},
{
"epoch": 12.44,
"learning_rate": 9.58799454297408e-05,
"loss": 0.1576,
"step": 15200
},
{
"epoch": 12.44,
"eval_loss": 0.561502993106842,
"eval_runtime": 18.1886,
"eval_samples_per_second": 5.498,
"eval_wer": 0.5106035889070146,
"step": 15200
},
{
"epoch": 12.52,
"learning_rate": 9.585266030013643e-05,
"loss": 0.1483,
"step": 15300
},
{
"epoch": 12.52,
"eval_loss": 0.5715560913085938,
"eval_runtime": 18.3019,
"eval_samples_per_second": 5.464,
"eval_wer": 0.5252854812398042,
"step": 15300
},
{
"epoch": 12.6,
"learning_rate": 9.582537517053206e-05,
"loss": 0.1713,
"step": 15400
},
{
"epoch": 12.6,
"eval_loss": 0.5943311452865601,
"eval_runtime": 18.2667,
"eval_samples_per_second": 5.474,
"eval_wer": 0.5024469820554649,
"step": 15400
},
{
"epoch": 12.68,
"learning_rate": 9.57980900409277e-05,
"loss": 0.1496,
"step": 15500
},
{
"epoch": 12.68,
"eval_loss": 0.5450413227081299,
"eval_runtime": 19.1731,
"eval_samples_per_second": 5.216,
"eval_wer": 0.49755301794453505,
"step": 15500
},
{
"epoch": 12.77,
"learning_rate": 9.577080491132333e-05,
"loss": 0.1673,
"step": 15600
},
{
"epoch": 12.77,
"eval_loss": 0.5580278635025024,
"eval_runtime": 18.1472,
"eval_samples_per_second": 5.51,
"eval_wer": 0.49429037520391517,
"step": 15600
},
{
"epoch": 12.85,
"learning_rate": 9.574351978171898e-05,
"loss": 0.1596,
"step": 15700
},
{
"epoch": 12.85,
"eval_loss": 0.5721789002418518,
"eval_runtime": 18.2542,
"eval_samples_per_second": 5.478,
"eval_wer": 0.5073409461663948,
"step": 15700
},
{
"epoch": 12.93,
"learning_rate": 9.57162346521146e-05,
"loss": 0.1588,
"step": 15800
},
{
"epoch": 12.93,
"eval_loss": 0.5455964803695679,
"eval_runtime": 18.234,
"eval_samples_per_second": 5.484,
"eval_wer": 0.5073409461663948,
"step": 15800
},
{
"epoch": 13.01,
"learning_rate": 9.568894952251024e-05,
"loss": 0.1737,
"step": 15900
},
{
"epoch": 13.01,
"eval_loss": 0.5726311206817627,
"eval_runtime": 18.2177,
"eval_samples_per_second": 5.489,
"eval_wer": 0.5040783034257749,
"step": 15900
},
{
"epoch": 13.09,
"learning_rate": 9.566166439290588e-05,
"loss": 0.1571,
"step": 16000
},
{
"epoch": 13.09,
"eval_loss": 0.579778790473938,
"eval_runtime": 18.1586,
"eval_samples_per_second": 5.507,
"eval_wer": 0.5122349102773246,
"step": 16000
},
{
"epoch": 13.18,
"learning_rate": 9.563437926330151e-05,
"loss": 0.1486,
"step": 16100
},
{
"epoch": 13.18,
"eval_loss": 0.5972344279289246,
"eval_runtime": 18.1733,
"eval_samples_per_second": 5.503,
"eval_wer": 0.5106035889070146,
"step": 16100
},
{
"epoch": 13.26,
"learning_rate": 9.560709413369714e-05,
"loss": 0.1551,
"step": 16200
},
{
"epoch": 13.26,
"eval_loss": 0.6507982015609741,
"eval_runtime": 18.1445,
"eval_samples_per_second": 5.511,
"eval_wer": 0.5171288743882545,
"step": 16200
},
{
"epoch": 13.34,
"learning_rate": 9.557980900409276e-05,
"loss": 0.1655,
"step": 16300
},
{
"epoch": 13.34,
"eval_loss": 0.5814386606216431,
"eval_runtime": 18.3148,
"eval_samples_per_second": 5.46,
"eval_wer": 0.5154975530179445,
"step": 16300
},
{
"epoch": 13.42,
"learning_rate": 9.555252387448841e-05,
"loss": 0.1673,
"step": 16400
},
{
"epoch": 13.42,
"eval_loss": 0.5608506202697754,
"eval_runtime": 18.1216,
"eval_samples_per_second": 5.518,
"eval_wer": 0.49429037520391517,
"step": 16400
},
{
"epoch": 13.5,
"learning_rate": 9.552523874488404e-05,
"loss": 0.1453,
"step": 16500
},
{
"epoch": 13.5,
"eval_loss": 0.5696703195571899,
"eval_runtime": 18.192,
"eval_samples_per_second": 5.497,
"eval_wer": 0.499184339314845,
"step": 16500
},
{
"epoch": 13.58,
"learning_rate": 9.549795361527968e-05,
"loss": 0.1497,
"step": 16600
},
{
"epoch": 13.58,
"eval_loss": 0.5988049507141113,
"eval_runtime": 18.1244,
"eval_samples_per_second": 5.517,
"eval_wer": 0.5057096247960848,
"step": 16600
},
{
"epoch": 13.67,
"learning_rate": 9.547066848567531e-05,
"loss": 0.1648,
"step": 16700
},
{
"epoch": 13.67,
"eval_loss": 0.5495877861976624,
"eval_runtime": 18.2527,
"eval_samples_per_second": 5.479,
"eval_wer": 0.4926590538336052,
"step": 16700
},
{
"epoch": 13.75,
"learning_rate": 9.544338335607094e-05,
"loss": 0.1521,
"step": 16800
},
{
"epoch": 13.75,
"eval_loss": 0.5653265118598938,
"eval_runtime": 18.0473,
"eval_samples_per_second": 5.541,
"eval_wer": 0.49592169657422513,
"step": 16800
},
{
"epoch": 13.83,
"learning_rate": 9.541609822646657e-05,
"loss": 0.1485,
"step": 16900
},
{
"epoch": 13.83,
"eval_loss": 0.5756533145904541,
"eval_runtime": 18.163,
"eval_samples_per_second": 5.506,
"eval_wer": 0.5040783034257749,
"step": 16900
},
{
"epoch": 13.91,
"learning_rate": 9.538881309686222e-05,
"loss": 0.1662,
"step": 17000
},
{
"epoch": 13.91,
"eval_loss": 0.5320442318916321,
"eval_runtime": 18.1679,
"eval_samples_per_second": 5.504,
"eval_wer": 0.5040783034257749,
"step": 17000
},
{
"epoch": 13.99,
"learning_rate": 9.536152796725784e-05,
"loss": 0.167,
"step": 17100
},
{
"epoch": 13.99,
"eval_loss": 0.5141332745552063,
"eval_runtime": 18.227,
"eval_samples_per_second": 5.486,
"eval_wer": 0.5008156606851549,
"step": 17100
},
{
"epoch": 14.08,
"learning_rate": 9.533424283765349e-05,
"loss": 0.1588,
"step": 17200
},
{
"epoch": 14.08,
"eval_loss": 0.5980657339096069,
"eval_runtime": 18.0668,
"eval_samples_per_second": 5.535,
"eval_wer": 0.5089722675367048,
"step": 17200
},
{
"epoch": 14.16,
"learning_rate": 9.530695770804912e-05,
"loss": 0.1512,
"step": 17300
},
{
"epoch": 14.16,
"eval_loss": 0.5132100582122803,
"eval_runtime": 18.2884,
"eval_samples_per_second": 5.468,
"eval_wer": 0.5122349102773246,
"step": 17300
},
{
"epoch": 14.24,
"learning_rate": 9.527967257844475e-05,
"loss": 0.1407,
"step": 17400
},
{
"epoch": 14.24,
"eval_loss": 0.5253714919090271,
"eval_runtime": 18.1261,
"eval_samples_per_second": 5.517,
"eval_wer": 0.49592169657422513,
"step": 17400
},
{
"epoch": 14.32,
"learning_rate": 9.525238744884039e-05,
"loss": 0.1385,
"step": 17500
},
{
"epoch": 14.32,
"eval_loss": 0.516293466091156,
"eval_runtime": 18.1921,
"eval_samples_per_second": 5.497,
"eval_wer": 0.48613376835236544,
"step": 17500
},
{
"epoch": 14.4,
"learning_rate": 9.522510231923602e-05,
"loss": 0.1454,
"step": 17600
},
{
"epoch": 14.4,
"eval_loss": 0.5024062991142273,
"eval_runtime": 18.1823,
"eval_samples_per_second": 5.5,
"eval_wer": 0.4698205546492659,
"step": 17600
},
{
"epoch": 14.48,
"learning_rate": 9.519781718963165e-05,
"loss": 0.1574,
"step": 17700
},
{
"epoch": 14.48,
"eval_loss": 0.5171040296554565,
"eval_runtime": 18.1815,
"eval_samples_per_second": 5.5,
"eval_wer": 0.4926590538336052,
"step": 17700
},
{
"epoch": 14.57,
"learning_rate": 9.517053206002729e-05,
"loss": 0.1481,
"step": 17800
},
{
"epoch": 14.57,
"eval_loss": 0.5247868895530701,
"eval_runtime": 18.1938,
"eval_samples_per_second": 5.496,
"eval_wer": 0.48776508972267535,
"step": 17800
},
{
"epoch": 14.65,
"learning_rate": 9.514324693042292e-05,
"loss": 0.1382,
"step": 17900
},
{
"epoch": 14.65,
"eval_loss": 0.5333756804466248,
"eval_runtime": 18.3407,
"eval_samples_per_second": 5.452,
"eval_wer": 0.47797716150081565,
"step": 17900
},
{
"epoch": 14.73,
"learning_rate": 9.511596180081855e-05,
"loss": 0.1557,
"step": 18000
},
{
"epoch": 14.73,
"eval_loss": 0.5148436427116394,
"eval_runtime": 18.1439,
"eval_samples_per_second": 5.511,
"eval_wer": 0.4893964110929853,
"step": 18000
},
{
"epoch": 14.81,
"learning_rate": 9.50886766712142e-05,
"loss": 0.1559,
"step": 18100
},
{
"epoch": 14.81,
"eval_loss": 0.5419223308563232,
"eval_runtime": 18.3072,
"eval_samples_per_second": 5.462,
"eval_wer": 0.5024469820554649,
"step": 18100
},
{
"epoch": 14.89,
"learning_rate": 9.506139154160982e-05,
"loss": 0.1412,
"step": 18200
},
{
"epoch": 14.89,
"eval_loss": 0.5893602967262268,
"eval_runtime": 18.1299,
"eval_samples_per_second": 5.516,
"eval_wer": 0.49592169657422513,
"step": 18200
},
{
"epoch": 14.98,
"learning_rate": 9.503410641200547e-05,
"loss": 0.1508,
"step": 18300
},
{
"epoch": 14.98,
"eval_loss": 0.5416052937507629,
"eval_runtime": 18.2068,
"eval_samples_per_second": 5.492,
"eval_wer": 0.5057096247960848,
"step": 18300
},
{
"epoch": 15.06,
"learning_rate": 9.500682128240109e-05,
"loss": 0.1461,
"step": 18400
},
{
"epoch": 15.06,
"eval_loss": 0.5962003469467163,
"eval_runtime": 18.1627,
"eval_samples_per_second": 5.506,
"eval_wer": 0.49755301794453505,
"step": 18400
},
{
"epoch": 15.14,
"learning_rate": 9.497953615279673e-05,
"loss": 0.1503,
"step": 18500
},
{
"epoch": 15.14,
"eval_loss": 0.59946209192276,
"eval_runtime": 18.2979,
"eval_samples_per_second": 5.465,
"eval_wer": 0.5073409461663948,
"step": 18500
},
{
"epoch": 15.22,
"learning_rate": 9.495225102319237e-05,
"loss": 0.148,
"step": 18600
},
{
"epoch": 15.22,
"eval_loss": 0.615426778793335,
"eval_runtime": 18.13,
"eval_samples_per_second": 5.516,
"eval_wer": 0.5057096247960848,
"step": 18600
},
{
"epoch": 15.3,
"learning_rate": 9.4924965893588e-05,
"loss": 0.1427,
"step": 18700
},
{
"epoch": 15.3,
"eval_loss": 0.6145089864730835,
"eval_runtime": 18.1833,
"eval_samples_per_second": 5.5,
"eval_wer": 0.5106035889070146,
"step": 18700
},
{
"epoch": 15.38,
"learning_rate": 9.489768076398363e-05,
"loss": 0.1456,
"step": 18800
},
{
"epoch": 15.38,
"eval_loss": 0.6026967763900757,
"eval_runtime": 18.3448,
"eval_samples_per_second": 5.451,
"eval_wer": 0.5040783034257749,
"step": 18800
},
{
"epoch": 15.47,
"learning_rate": 9.487039563437927e-05,
"loss": 0.1463,
"step": 18900
},
{
"epoch": 15.47,
"eval_loss": 0.6294275522232056,
"eval_runtime": 18.1136,
"eval_samples_per_second": 5.521,
"eval_wer": 0.48613376835236544,
"step": 18900
},
{
"epoch": 15.55,
"learning_rate": 9.48431105047749e-05,
"loss": 0.1534,
"step": 19000
},
{
"epoch": 15.55,
"eval_loss": 0.656607449054718,
"eval_runtime": 18.1552,
"eval_samples_per_second": 5.508,
"eval_wer": 0.5171288743882545,
"step": 19000
},
{
"epoch": 15.63,
"learning_rate": 9.481582537517055e-05,
"loss": 0.1508,
"step": 19100
},
{
"epoch": 15.63,
"eval_loss": 0.6075925827026367,
"eval_runtime": 18.1522,
"eval_samples_per_second": 5.509,
"eval_wer": 0.49755301794453505,
"step": 19100
},
{
"epoch": 15.71,
"learning_rate": 9.478854024556617e-05,
"loss": 0.1403,
"step": 19200
},
{
"epoch": 15.71,
"eval_loss": 0.5606480836868286,
"eval_runtime": 18.178,
"eval_samples_per_second": 5.501,
"eval_wer": 0.4893964110929853,
"step": 19200
},
{
"epoch": 15.79,
"learning_rate": 9.47612551159618e-05,
"loss": 0.1483,
"step": 19300
},
{
"epoch": 15.79,
"eval_loss": 0.5454413890838623,
"eval_runtime": 18.1743,
"eval_samples_per_second": 5.502,
"eval_wer": 0.5122349102773246,
"step": 19300
}
],
"max_steps": 366600,
"num_train_epochs": 300,
"total_flos": 2.1672229688161493e+19,
"trial_name": null,
"trial_params": null
}