clf-canine-m / trainer_state.json
potamides's picture
upload model files
633f7d6
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 100.0,
"global_step": 81700,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 6.119951040391677e-09,
"loss": 1.9236,
"step": 1
},
{
"epoch": 0.31,
"learning_rate": 1.5299877600979192e-06,
"loss": 1.7998,
"step": 250
},
{
"epoch": 0.61,
"learning_rate": 3.0599755201958383e-06,
"loss": 1.4687,
"step": 500
},
{
"epoch": 0.92,
"learning_rate": 4.589963280293758e-06,
"loss": 1.3699,
"step": 750
},
{
"epoch": 1.0,
"eval_accuracy": 0.5730027548209367,
"eval_f1": 0.10407805854390793,
"eval_loss": 1.3314192295074463,
"eval_precision": 0.08185753640299095,
"eval_recall": 0.14285714285714285,
"eval_runtime": 0.5773,
"eval_samples_per_second": 628.824,
"eval_steps_per_second": 79.686,
"step": 817
},
{
"epoch": 1.22,
"learning_rate": 6.119951040391677e-06,
"loss": 1.3287,
"step": 1000
},
{
"epoch": 1.53,
"learning_rate": 7.649938800489596e-06,
"loss": 1.3002,
"step": 1250
},
{
"epoch": 1.84,
"learning_rate": 9.179926560587515e-06,
"loss": 1.258,
"step": 1500
},
{
"epoch": 2.0,
"eval_accuracy": 0.6060606060606061,
"eval_f1": 0.183279210886012,
"eval_loss": 1.1635808944702148,
"eval_precision": 0.15974025974025974,
"eval_recall": 0.21892762410003788,
"eval_runtime": 0.5777,
"eval_samples_per_second": 628.372,
"eval_steps_per_second": 79.628,
"step": 1634
},
{
"epoch": 2.14,
"learning_rate": 1.0709914320685436e-05,
"loss": 1.1884,
"step": 1750
},
{
"epoch": 2.45,
"learning_rate": 1.2239902080783353e-05,
"loss": 1.1126,
"step": 2000
},
{
"epoch": 2.75,
"learning_rate": 1.3769889840881272e-05,
"loss": 1.1123,
"step": 2250
},
{
"epoch": 3.0,
"eval_accuracy": 0.6143250688705234,
"eval_f1": 0.342984622186972,
"eval_loss": 1.053414225578308,
"eval_precision": 0.31294195637816785,
"eval_recall": 0.3835992619859615,
"eval_runtime": 0.5781,
"eval_samples_per_second": 627.939,
"eval_steps_per_second": 79.574,
"step": 2451
},
{
"epoch": 3.06,
"learning_rate": 1.5299877600979193e-05,
"loss": 1.0996,
"step": 2500
},
{
"epoch": 3.37,
"learning_rate": 1.6829865361077112e-05,
"loss": 0.9999,
"step": 2750
},
{
"epoch": 3.67,
"learning_rate": 1.835985312117503e-05,
"loss": 1.0141,
"step": 3000
},
{
"epoch": 3.98,
"learning_rate": 1.988984088127295e-05,
"loss": 0.993,
"step": 3250
},
{
"epoch": 4.0,
"eval_accuracy": 0.6528925619834711,
"eval_f1": 0.377005484318265,
"eval_loss": 1.0341299772262573,
"eval_precision": 0.4038621706705789,
"eval_recall": 0.4236673117522871,
"eval_runtime": 0.5774,
"eval_samples_per_second": 628.627,
"eval_steps_per_second": 79.661,
"step": 3268
},
{
"epoch": 4.28,
"learning_rate": 2.1419828641370872e-05,
"loss": 0.8827,
"step": 3500
},
{
"epoch": 4.59,
"learning_rate": 2.294981640146879e-05,
"loss": 0.9059,
"step": 3750
},
{
"epoch": 4.9,
"learning_rate": 2.4479804161566707e-05,
"loss": 0.8739,
"step": 4000
},
{
"epoch": 5.0,
"eval_accuracy": 0.6611570247933884,
"eval_f1": 0.3730793016507302,
"eval_loss": 0.9818496704101562,
"eval_precision": 0.48520306297883803,
"eval_recall": 0.39812740967297616,
"eval_runtime": 0.5781,
"eval_samples_per_second": 627.881,
"eval_steps_per_second": 79.566,
"step": 4085
},
{
"epoch": 5.2,
"learning_rate": 2.600979192166463e-05,
"loss": 0.8024,
"step": 4250
},
{
"epoch": 5.51,
"learning_rate": 2.7539779681762544e-05,
"loss": 0.8021,
"step": 4500
},
{
"epoch": 5.81,
"learning_rate": 2.9069767441860467e-05,
"loss": 0.8587,
"step": 4750
},
{
"epoch": 6.0,
"eval_accuracy": 0.6446280991735537,
"eval_f1": 0.372084738159454,
"eval_loss": 1.1154053211212158,
"eval_precision": 0.4065005040497793,
"eval_recall": 0.38243464936814686,
"eval_runtime": 0.5773,
"eval_samples_per_second": 628.792,
"eval_steps_per_second": 79.682,
"step": 4902
},
{
"epoch": 6.12,
"learning_rate": 3.0599755201958386e-05,
"loss": 0.7567,
"step": 5000
},
{
"epoch": 6.43,
"learning_rate": 3.2123623011015916e-05,
"loss": 0.6544,
"step": 5250
},
{
"epoch": 6.73,
"learning_rate": 3.365361077111383e-05,
"loss": 0.7251,
"step": 5500
},
{
"epoch": 7.0,
"eval_accuracy": 0.650137741046832,
"eval_f1": 0.47516667580958355,
"eval_loss": 1.0870000123977661,
"eval_precision": 0.4639813382108336,
"eval_recall": 0.4947985272800543,
"eval_runtime": 0.5771,
"eval_samples_per_second": 628.974,
"eval_steps_per_second": 79.705,
"step": 5719
},
{
"epoch": 7.04,
"learning_rate": 3.5183598531211754e-05,
"loss": 0.6829,
"step": 5750
},
{
"epoch": 7.34,
"learning_rate": 3.6707466340269284e-05,
"loss": 0.5838,
"step": 6000
},
{
"epoch": 7.65,
"learning_rate": 3.82374541003672e-05,
"loss": 0.6713,
"step": 6250
},
{
"epoch": 7.96,
"learning_rate": 3.9767441860465115e-05,
"loss": 0.6269,
"step": 6500
},
{
"epoch": 8.0,
"eval_accuracy": 0.5950413223140496,
"eval_f1": 0.44966469663834185,
"eval_loss": 1.2386085987091064,
"eval_precision": 0.4427425690783476,
"eval_recall": 0.5007950793049315,
"eval_runtime": 0.5812,
"eval_samples_per_second": 624.61,
"eval_steps_per_second": 79.152,
"step": 6536
},
{
"epoch": 8.26,
"learning_rate": 4.129742962056304e-05,
"loss": 0.5744,
"step": 6750
},
{
"epoch": 8.57,
"learning_rate": 4.282741738066095e-05,
"loss": 0.5549,
"step": 7000
},
{
"epoch": 8.87,
"learning_rate": 4.435740514075888e-05,
"loss": 0.6049,
"step": 7250
},
{
"epoch": 9.0,
"eval_accuracy": 0.6198347107438017,
"eval_f1": 0.32356296980065924,
"eval_loss": 1.368962287902832,
"eval_precision": 0.47826317360800125,
"eval_recall": 0.30602226522793025,
"eval_runtime": 0.5769,
"eval_samples_per_second": 629.173,
"eval_steps_per_second": 79.73,
"step": 7353
},
{
"epoch": 9.18,
"learning_rate": 4.58873929008568e-05,
"loss": 0.5767,
"step": 7500
},
{
"epoch": 9.49,
"learning_rate": 4.741738066095471e-05,
"loss": 0.5394,
"step": 7750
},
{
"epoch": 9.79,
"learning_rate": 4.894124847001224e-05,
"loss": 0.5507,
"step": 8000
},
{
"epoch": 10.0,
"eval_accuracy": 0.6446280991735537,
"eval_f1": 0.4573642555682361,
"eval_loss": 1.2706860303878784,
"eval_precision": 0.4887882409493839,
"eval_recall": 0.4411244714508261,
"eval_runtime": 0.5758,
"eval_samples_per_second": 630.429,
"eval_steps_per_second": 79.889,
"step": 8170
},
{
"epoch": 10.1,
"learning_rate": 4.99998647112497e-05,
"loss": 0.609,
"step": 8250
},
{
"epoch": 10.4,
"learning_rate": 4.999756011662697e-05,
"loss": 0.5261,
"step": 8500
},
{
"epoch": 10.71,
"learning_rate": 4.9992429864131085e-05,
"loss": 0.5329,
"step": 8750
},
{
"epoch": 11.0,
"eval_accuracy": 0.6611570247933884,
"eval_f1": 0.44773949967842547,
"eval_loss": 1.4297670125961304,
"eval_precision": 0.4707209760487202,
"eval_recall": 0.4446715025532759,
"eval_runtime": 0.5769,
"eval_samples_per_second": 629.193,
"eval_steps_per_second": 79.732,
"step": 8987
},
{
"epoch": 11.02,
"learning_rate": 4.998443333261708e-05,
"loss": 0.5434,
"step": 9000
},
{
"epoch": 11.32,
"learning_rate": 4.997358633418236e-05,
"loss": 0.4591,
"step": 9250
},
{
"epoch": 11.63,
"learning_rate": 4.9959890106357945e-05,
"loss": 0.5308,
"step": 9500
},
{
"epoch": 11.93,
"learning_rate": 4.9943346211742556e-05,
"loss": 0.5027,
"step": 9750
},
{
"epoch": 12.0,
"eval_accuracy": 0.6776859504132231,
"eval_f1": 0.4263136100758106,
"eval_loss": 1.5769587755203247,
"eval_precision": 0.4877654234638867,
"eval_recall": 0.42436502673571636,
"eval_runtime": 0.5768,
"eval_samples_per_second": 629.365,
"eval_steps_per_second": 79.754,
"step": 9804
},
{
"epoch": 12.24,
"learning_rate": 4.9923956537824456e-05,
"loss": 0.4841,
"step": 10000
},
{
"epoch": 12.55,
"learning_rate": 4.990172329676604e-05,
"loss": 0.4372,
"step": 10250
},
{
"epoch": 12.85,
"learning_rate": 4.987664902515149e-05,
"loss": 0.4622,
"step": 10500
},
{
"epoch": 13.0,
"eval_accuracy": 0.7052341597796143,
"eval_f1": 0.4098788238632856,
"eval_loss": 1.5736510753631592,
"eval_precision": 0.4891951861291893,
"eval_recall": 0.38998470741081576,
"eval_runtime": 0.5769,
"eval_samples_per_second": 629.25,
"eval_steps_per_second": 79.74,
"step": 10621
},
{
"epoch": 13.16,
"learning_rate": 4.984873658369735e-05,
"loss": 0.4393,
"step": 10750
},
{
"epoch": 13.46,
"learning_rate": 4.981798915692615e-05,
"loss": 0.4071,
"step": 11000
},
{
"epoch": 13.77,
"learning_rate": 4.978441025280311e-05,
"loss": 0.4388,
"step": 11250
},
{
"epoch": 14.0,
"eval_accuracy": 0.6942148760330579,
"eval_f1": 0.4961367511874214,
"eval_loss": 1.7623515129089355,
"eval_precision": 0.5284679001386023,
"eval_recall": 0.4817265964741334,
"eval_runtime": 0.5819,
"eval_samples_per_second": 623.821,
"eval_steps_per_second": 79.052,
"step": 11438
},
{
"epoch": 14.08,
"learning_rate": 4.9748003702335874e-05,
"loss": 0.361,
"step": 11500
},
{
"epoch": 14.38,
"learning_rate": 4.970893619788296e-05,
"loss": 0.3574,
"step": 11750
},
{
"epoch": 14.69,
"learning_rate": 4.966689840442375e-05,
"loss": 0.3927,
"step": 12000
},
{
"epoch": 14.99,
"learning_rate": 4.9622046371513854e-05,
"loss": 0.3973,
"step": 12250
},
{
"epoch": 15.0,
"eval_accuracy": 0.650137741046832,
"eval_f1": 0.45953933518622214,
"eval_loss": 1.8296639919281006,
"eval_precision": 0.547006976703725,
"eval_recall": 0.4533570015097109,
"eval_runtime": 0.5782,
"eval_samples_per_second": 627.762,
"eval_steps_per_second": 79.551,
"step": 12255
},
{
"epoch": 15.3,
"learning_rate": 4.957438521630898e-05,
"loss": 0.3236,
"step": 12500
},
{
"epoch": 15.61,
"learning_rate": 4.952392037645683e-05,
"loss": 0.3474,
"step": 12750
},
{
"epoch": 15.91,
"learning_rate": 4.94706576094767e-05,
"loss": 0.3578,
"step": 13000
},
{
"epoch": 16.0,
"eval_accuracy": 0.7079889807162535,
"eval_f1": 0.49300722979484873,
"eval_loss": 1.4506721496582031,
"eval_precision": 0.5450297500169623,
"eval_recall": 0.4661049985865257,
"eval_runtime": 0.5767,
"eval_samples_per_second": 629.403,
"eval_steps_per_second": 79.759,
"step": 13072
},
{
"epoch": 16.22,
"learning_rate": 4.9414602992102564e-05,
"loss": 0.3665,
"step": 13250
},
{
"epoch": 16.52,
"learning_rate": 4.9355762919589846e-05,
"loss": 0.3197,
"step": 13500
},
{
"epoch": 16.83,
"learning_rate": 4.929414410498574e-05,
"loss": 0.3632,
"step": 13750
},
{
"epoch": 17.0,
"eval_accuracy": 0.6336088154269972,
"eval_f1": 0.44717986010161176,
"eval_loss": 1.922100305557251,
"eval_precision": 0.45028944394750214,
"eval_recall": 0.46335067846767364,
"eval_runtime": 0.5779,
"eval_samples_per_second": 628.173,
"eval_steps_per_second": 79.603,
"step": 13889
},
{
"epoch": 17.14,
"learning_rate": 4.922975357836337e-05,
"loss": 0.3885,
"step": 14000
},
{
"epoch": 17.44,
"learning_rate": 4.916259868601966e-05,
"loss": 0.3569,
"step": 14250
},
{
"epoch": 17.75,
"learning_rate": 4.909268708963725e-05,
"loss": 0.3409,
"step": 14500
},
{
"epoch": 18.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.50463296007239,
"eval_loss": 1.6839758157730103,
"eval_precision": 0.532328893998914,
"eval_recall": 0.4880845242606326,
"eval_runtime": 0.5777,
"eval_samples_per_second": 628.346,
"eval_steps_per_second": 79.625,
"step": 14706
},
{
"epoch": 18.05,
"learning_rate": 4.902002676541038e-05,
"loss": 0.3504,
"step": 14750
},
{
"epoch": 18.36,
"learning_rate": 4.894462600313483e-05,
"loss": 0.3144,
"step": 15000
},
{
"epoch": 18.67,
"learning_rate": 4.8866493405262234e-05,
"loss": 0.3445,
"step": 15250
},
{
"epoch": 18.97,
"learning_rate": 4.878563788591853e-05,
"loss": 0.2723,
"step": 15500
},
{
"epoch": 19.0,
"eval_accuracy": 0.696969696969697,
"eval_f1": 0.5104610371804872,
"eval_loss": 1.8228646516799927,
"eval_precision": 0.5547209922405293,
"eval_recall": 0.49795298092711887,
"eval_runtime": 0.5785,
"eval_samples_per_second": 627.463,
"eval_steps_per_second": 79.513,
"step": 15523
},
{
"epoch": 19.28,
"learning_rate": 4.8702068669887026e-05,
"loss": 0.2524,
"step": 15750
},
{
"epoch": 19.58,
"learning_rate": 4.8615795291555885e-05,
"loss": 0.2412,
"step": 16000
},
{
"epoch": 19.89,
"learning_rate": 4.852682759383042e-05,
"loss": 0.3177,
"step": 16250
},
{
"epoch": 20.0,
"eval_accuracy": 0.6914600550964187,
"eval_f1": 0.4887299967298263,
"eval_loss": 1.9973198175430298,
"eval_precision": 0.6312488850962071,
"eval_recall": 0.4400535390991056,
"eval_runtime": 0.5767,
"eval_samples_per_second": 629.418,
"eval_steps_per_second": 79.761,
"step": 16340
},
{
"epoch": 20.2,
"learning_rate": 4.84355476675853e-05,
"loss": 0.2544,
"step": 16500
},
{
"epoch": 20.5,
"learning_rate": 4.8341232761821675e-05,
"loss": 0.2752,
"step": 16750
},
{
"epoch": 20.81,
"learning_rate": 4.824425486142494e-05,
"loss": 0.3368,
"step": 17000
},
{
"epoch": 21.0,
"eval_accuracy": 0.6831955922865014,
"eval_f1": 0.45711959899817944,
"eval_loss": 1.6511964797973633,
"eval_precision": 0.5667705375640166,
"eval_recall": 0.4405123543670341,
"eval_runtime": 0.5771,
"eval_samples_per_second": 629.043,
"eval_steps_per_second": 79.713,
"step": 17157
},
{
"epoch": 21.11,
"learning_rate": 4.81446250305763e-05,
"loss": 0.2763,
"step": 17250
},
{
"epoch": 21.42,
"learning_rate": 4.804235463601491e-05,
"loss": 0.2232,
"step": 17500
},
{
"epoch": 21.73,
"learning_rate": 4.793745534574111e-05,
"loss": 0.2307,
"step": 17750
},
{
"epoch": 22.0,
"eval_accuracy": 0.696969696969697,
"eval_f1": 0.4706521650995364,
"eval_loss": 1.9451159238815308,
"eval_precision": 0.6334310394975756,
"eval_recall": 0.4397407703134304,
"eval_runtime": 0.5762,
"eval_samples_per_second": 630.015,
"eval_steps_per_second": 79.837,
"step": 17974
},
{
"epoch": 22.03,
"learning_rate": 4.782993912768523e-05,
"loss": 0.2376,
"step": 18000
},
{
"epoch": 22.34,
"learning_rate": 4.7719818248342104e-05,
"loss": 0.2096,
"step": 18250
},
{
"epoch": 22.64,
"learning_rate": 4.760756126979301e-05,
"loss": 0.225,
"step": 18500
},
{
"epoch": 22.95,
"learning_rate": 4.7492279345533425e-05,
"loss": 0.259,
"step": 18750
},
{
"epoch": 23.0,
"eval_accuracy": 0.6887052341597796,
"eval_f1": 0.4849675763556479,
"eval_loss": 2.131509304046631,
"eval_precision": 0.6931105898377018,
"eval_recall": 0.424335591884853,
"eval_runtime": 0.5766,
"eval_samples_per_second": 629.576,
"eval_steps_per_second": 79.781,
"step": 18791
},
{
"epoch": 23.26,
"learning_rate": 4.737443128349549e-05,
"loss": 0.2214,
"step": 19000
},
{
"epoch": 23.56,
"learning_rate": 4.7254030528931215e-05,
"loss": 0.2338,
"step": 19250
},
{
"epoch": 23.87,
"learning_rate": 4.7131090818328586e-05,
"loss": 0.2387,
"step": 19500
},
{
"epoch": 24.0,
"eval_accuracy": 0.7024793388429752,
"eval_f1": 0.5396161727004175,
"eval_loss": 1.6646941900253296,
"eval_precision": 0.5457638718508284,
"eval_recall": 0.5445803409781244,
"eval_runtime": 0.577,
"eval_samples_per_second": 629.121,
"eval_steps_per_second": 79.723,
"step": 19608
},
{
"epoch": 24.17,
"learning_rate": 4.700562617784434e-05,
"loss": 0.2034,
"step": 19750
},
{
"epoch": 24.48,
"learning_rate": 4.687765092170378e-05,
"loss": 0.1752,
"step": 20000
},
{
"epoch": 24.79,
"learning_rate": 4.6747179650567614e-05,
"loss": 0.2089,
"step": 20250
},
{
"epoch": 25.0,
"eval_accuracy": 0.6721763085399449,
"eval_f1": 0.4391025799309439,
"eval_loss": 2.24601674079895,
"eval_precision": 0.4972889051140895,
"eval_recall": 0.428331664230679,
"eval_runtime": 0.5771,
"eval_samples_per_second": 629.0,
"eval_steps_per_second": 79.708,
"step": 20425
},
{
"epoch": 25.09,
"learning_rate": 4.661422724986621e-05,
"loss": 0.2451,
"step": 20500
},
{
"epoch": 25.4,
"learning_rate": 4.647880888810129e-05,
"loss": 0.1822,
"step": 20750
},
{
"epoch": 25.7,
"learning_rate": 4.634094001511539e-05,
"loss": 0.2117,
"step": 21000
},
{
"epoch": 26.0,
"eval_accuracy": 0.6721763085399449,
"eval_f1": 0.5210259674763756,
"eval_loss": 2.145235300064087,
"eval_precision": 0.5857309337602864,
"eval_recall": 0.48917402725900266,
"eval_runtime": 0.5764,
"eval_samples_per_second": 629.763,
"eval_steps_per_second": 79.805,
"step": 21242
},
{
"epoch": 26.01,
"learning_rate": 4.620063636032916e-05,
"loss": 0.2111,
"step": 21250
},
{
"epoch": 26.32,
"learning_rate": 4.605791393094685e-05,
"loss": 0.1778,
"step": 21500
},
{
"epoch": 26.62,
"learning_rate": 4.591278901012997e-05,
"loss": 0.2428,
"step": 21750
},
{
"epoch": 26.93,
"learning_rate": 4.576587292912579e-05,
"loss": 0.2081,
"step": 22000
},
{
"epoch": 27.0,
"eval_accuracy": 0.6749311294765841,
"eval_f1": 0.43598115798812087,
"eval_loss": 2.0688838958740234,
"eval_precision": 0.470814340268371,
"eval_recall": 0.4225478100170218,
"eval_runtime": 0.5781,
"eval_samples_per_second": 627.962,
"eval_steps_per_second": 79.576,
"step": 22059
},
{
"epoch": 27.23,
"learning_rate": 4.561600241196927e-05,
"loss": 0.1615,
"step": 22250
},
{
"epoch": 27.54,
"learning_rate": 4.546377982093819e-05,
"loss": 0.2104,
"step": 22500
},
{
"epoch": 27.85,
"learning_rate": 4.530922252306483e-05,
"loss": 0.1858,
"step": 22750
},
{
"epoch": 28.0,
"eval_accuracy": 0.6584022038567493,
"eval_f1": 0.44101738523719697,
"eval_loss": 2.2427115440368652,
"eval_precision": 0.5339727994900408,
"eval_recall": 0.41865492881502736,
"eval_runtime": 0.5762,
"eval_samples_per_second": 630.011,
"eval_steps_per_second": 79.836,
"step": 22876
},
{
"epoch": 28.15,
"learning_rate": 4.5152348151747534e-05,
"loss": 0.1984,
"step": 23000
},
{
"epoch": 28.46,
"learning_rate": 4.499317460473887e-05,
"loss": 0.2388,
"step": 23250
},
{
"epoch": 28.76,
"learning_rate": 4.483172004210372e-05,
"loss": 0.1924,
"step": 23500
},
{
"epoch": 29.0,
"eval_accuracy": 0.6831955922865014,
"eval_f1": 0.4384895896523804,
"eval_loss": 2.0502805709838867,
"eval_precision": 0.6932407169452727,
"eval_recall": 0.39043344791497503,
"eval_runtime": 0.5764,
"eval_samples_per_second": 629.797,
"eval_steps_per_second": 79.809,
"step": 23693
},
{
"epoch": 29.07,
"learning_rate": 4.46680028841474e-05,
"loss": 0.1952,
"step": 23750
},
{
"epoch": 29.38,
"learning_rate": 4.450204180931408e-05,
"loss": 0.1551,
"step": 24000
},
{
"epoch": 29.68,
"learning_rate": 4.433453290310271e-05,
"loss": 0.1758,
"step": 24250
},
{
"epoch": 29.99,
"learning_rate": 4.4164835737020996e-05,
"loss": 0.151,
"step": 24500
},
{
"epoch": 30.0,
"eval_accuracy": 0.6804407713498623,
"eval_f1": 0.4790753635178762,
"eval_loss": 2.1431803703308105,
"eval_precision": 0.5843463803065593,
"eval_recall": 0.43816301719626843,
"eval_runtime": 0.5767,
"eval_samples_per_second": 629.492,
"eval_steps_per_second": 79.77,
"step": 24510
},
{
"epoch": 30.29,
"learning_rate": 4.399227494450688e-05,
"loss": 0.1475,
"step": 24750
},
{
"epoch": 30.6,
"learning_rate": 4.381754732872496e-05,
"loss": 0.1696,
"step": 25000
},
{
"epoch": 30.91,
"learning_rate": 4.3640672824299424e-05,
"loss": 0.1978,
"step": 25250
},
{
"epoch": 31.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.42594599441215986,
"eval_loss": 2.2966179847717285,
"eval_precision": 0.5307515065579581,
"eval_recall": 0.41329913928436096,
"eval_runtime": 0.5775,
"eval_samples_per_second": 628.614,
"eval_steps_per_second": 79.659,
"step": 25327
},
{
"epoch": 31.21,
"learning_rate": 4.346167161079236e-05,
"loss": 0.167,
"step": 25500
},
{
"epoch": 31.52,
"learning_rate": 4.328056411040151e-05,
"loss": 0.1383,
"step": 25750
},
{
"epoch": 31.82,
"learning_rate": 4.309737098563029e-05,
"loss": 0.1922,
"step": 26000
},
{
"epoch": 32.0,
"eval_accuracy": 0.6831955922865014,
"eval_f1": 0.485788264860417,
"eval_loss": 2.0524113178253174,
"eval_precision": 0.5313209433300384,
"eval_recall": 0.4710779846863592,
"eval_runtime": 0.577,
"eval_samples_per_second": 629.091,
"eval_steps_per_second": 79.719,
"step": 26144
},
{
"epoch": 32.13,
"learning_rate": 4.29121131369304e-05,
"loss": 0.199,
"step": 26250
},
{
"epoch": 32.44,
"learning_rate": 4.272481170031731e-05,
"loss": 0.1964,
"step": 26500
},
{
"epoch": 32.74,
"learning_rate": 4.253548804495887e-05,
"loss": 0.1876,
"step": 26750
},
{
"epoch": 33.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.45277059579119083,
"eval_loss": 2.3500843048095703,
"eval_precision": 0.6191480424964332,
"eval_recall": 0.4147965198457809,
"eval_runtime": 0.5777,
"eval_samples_per_second": 628.4,
"eval_steps_per_second": 79.632,
"step": 26961
},
{
"epoch": 33.05,
"learning_rate": 4.234416377073727e-05,
"loss": 0.1475,
"step": 27000
},
{
"epoch": 33.35,
"learning_rate": 4.215086070578477e-05,
"loss": 0.143,
"step": 27250
},
{
"epoch": 33.66,
"learning_rate": 4.195560090399327e-05,
"loss": 0.2021,
"step": 27500
},
{
"epoch": 33.97,
"learning_rate": 4.175840664249825e-05,
"loss": 0.1649,
"step": 27750
},
{
"epoch": 34.0,
"eval_accuracy": 0.6584022038567493,
"eval_f1": 0.4327576346908582,
"eval_loss": 2.3630762100219727,
"eval_precision": 0.46295462482075056,
"eval_recall": 0.4282663662281889,
"eval_runtime": 0.5765,
"eval_samples_per_second": 629.661,
"eval_steps_per_second": 79.792,
"step": 27778
},
{
"epoch": 34.27,
"learning_rate": 4.1559300419137124e-05,
"loss": 0.1333,
"step": 28000
},
{
"epoch": 34.58,
"learning_rate": 4.135830494988252e-05,
"loss": 0.1386,
"step": 28250
},
{
"epoch": 34.88,
"learning_rate": 4.1155443166250585e-05,
"loss": 0.2109,
"step": 28500
},
{
"epoch": 35.0,
"eval_accuracy": 0.6749311294765841,
"eval_f1": 0.4902477696595343,
"eval_loss": 2.1397335529327393,
"eval_precision": 0.5198444762520393,
"eval_recall": 0.49638105463228616,
"eval_runtime": 0.578,
"eval_samples_per_second": 628.013,
"eval_steps_per_second": 79.583,
"step": 28595
},
{
"epoch": 35.19,
"learning_rate": 4.095073821268473e-05,
"loss": 0.1839,
"step": 28750
},
{
"epoch": 35.5,
"learning_rate": 4.0744213443915125e-05,
"loss": 0.1558,
"step": 29000
},
{
"epoch": 35.8,
"learning_rate": 4.0536729253084094e-05,
"loss": 0.127,
"step": 29250
},
{
"epoch": 36.0,
"eval_accuracy": 0.6694214876033058,
"eval_f1": 0.4276520300779697,
"eval_loss": 2.290356159210205,
"eval_precision": 0.5064721567763604,
"eval_recall": 0.40090887150616217,
"eval_runtime": 0.5778,
"eval_samples_per_second": 628.209,
"eval_steps_per_second": 79.608,
"step": 29412
},
{
"epoch": 36.11,
"learning_rate": 4.032748663336774e-05,
"loss": 0.2138,
"step": 29500
},
{
"epoch": 36.41,
"learning_rate": 4.011565850261534e-05,
"loss": 0.1587,
"step": 29750
},
{
"epoch": 36.72,
"learning_rate": 3.990210583066674e-05,
"loss": 0.1653,
"step": 30000
},
{
"epoch": 37.0,
"eval_accuracy": 0.6831955922865014,
"eval_f1": 0.5118761031802896,
"eval_loss": 2.097479820251465,
"eval_precision": 0.558650914911419,
"eval_recall": 0.4861388167114768,
"eval_runtime": 0.5771,
"eval_samples_per_second": 629.03,
"eval_steps_per_second": 79.712,
"step": 30229
},
{
"epoch": 37.03,
"learning_rate": 3.968685298168575e-05,
"loss": 0.1729,
"step": 30250
},
{
"epoch": 37.33,
"learning_rate": 3.946992451380895e-05,
"loss": 0.1092,
"step": 30500
},
{
"epoch": 37.64,
"learning_rate": 3.9251345176343774e-05,
"loss": 0.1322,
"step": 30750
},
{
"epoch": 37.94,
"learning_rate": 3.9031139906944916e-05,
"loss": 0.1626,
"step": 31000
},
{
"epoch": 38.0,
"eval_accuracy": 0.6666666666666666,
"eval_f1": 0.4688775335224489,
"eval_loss": 2.4606480598449707,
"eval_precision": 0.4988188909516061,
"eval_recall": 0.45583700987026105,
"eval_runtime": 0.5758,
"eval_samples_per_second": 630.398,
"eval_steps_per_second": 79.885,
"step": 31046
},
{
"epoch": 38.25,
"learning_rate": 3.880933382876915e-05,
"loss": 0.1369,
"step": 31250
},
{
"epoch": 38.56,
"learning_rate": 3.8585952247609145e-05,
"loss": 0.1002,
"step": 31500
},
{
"epoch": 38.86,
"learning_rate": 3.836102064900617e-05,
"loss": 0.1454,
"step": 31750
},
{
"epoch": 39.0,
"eval_accuracy": 0.6914600550964187,
"eval_f1": 0.5079144154287897,
"eval_loss": 2.172344446182251,
"eval_precision": 0.5805565750272889,
"eval_recall": 0.4738757992144692,
"eval_runtime": 0.5781,
"eval_samples_per_second": 627.915,
"eval_steps_per_second": 79.571,
"step": 31863
},
{
"epoch": 39.17,
"learning_rate": 3.8134564695342595e-05,
"loss": 0.158,
"step": 32000
},
{
"epoch": 39.47,
"learning_rate": 3.790661022291403e-05,
"loss": 0.1078,
"step": 32250
},
{
"epoch": 39.78,
"learning_rate": 3.767718323898163e-05,
"loss": 0.1206,
"step": 32500
},
{
"epoch": 40.0,
"eval_accuracy": 0.6942148760330579,
"eval_f1": 0.48536884689746623,
"eval_loss": 2.1714024543762207,
"eval_precision": 0.5719430108062781,
"eval_recall": 0.4474171388272374,
"eval_runtime": 0.5772,
"eval_samples_per_second": 628.944,
"eval_steps_per_second": 79.701,
"step": 32680
},
{
"epoch": 40.09,
"learning_rate": 3.744630991880502e-05,
"loss": 0.1158,
"step": 32750
},
{
"epoch": 40.39,
"learning_rate": 3.7214016602655875e-05,
"loss": 0.115,
"step": 33000
},
{
"epoch": 40.7,
"learning_rate": 3.698032979281283e-05,
"loss": 0.1092,
"step": 33250
},
{
"epoch": 41.0,
"eval_accuracy": 0.6914600550964187,
"eval_f1": 0.4980899463610581,
"eval_loss": 2.2357773780822754,
"eval_precision": 0.5844052283360602,
"eval_recall": 0.46764869298736295,
"eval_runtime": 0.5777,
"eval_samples_per_second": 628.373,
"eval_steps_per_second": 79.629,
"step": 33497
},
{
"epoch": 41.0,
"learning_rate": 3.6745276150537816e-05,
"loss": 0.1262,
"step": 33500
},
{
"epoch": 41.31,
"learning_rate": 3.650983070128024e-05,
"loss": 0.1034,
"step": 33750
},
{
"epoch": 41.62,
"learning_rate": 3.6272129196890194e-05,
"loss": 0.0885,
"step": 34000
},
{
"epoch": 41.92,
"learning_rate": 3.603410013431832e-05,
"loss": 0.1156,
"step": 34250
},
{
"epoch": 42.0,
"eval_accuracy": 0.6584022038567493,
"eval_f1": 0.4280488256791789,
"eval_loss": 2.558166265487671,
"eval_precision": 0.45057717568928324,
"eval_recall": 0.416898799749785,
"eval_runtime": 0.5768,
"eval_samples_per_second": 629.389,
"eval_steps_per_second": 79.757,
"step": 34314
},
{
"epoch": 42.23,
"learning_rate": 3.579385880846232e-05,
"loss": 0.1169,
"step": 34500
},
{
"epoch": 42.53,
"learning_rate": 3.5552386014312834e-05,
"loss": 0.099,
"step": 34750
},
{
"epoch": 42.84,
"learning_rate": 3.530970930143252e-05,
"loss": 0.093,
"step": 35000
},
{
"epoch": 43.0,
"eval_accuracy": 0.628099173553719,
"eval_f1": 0.4313278010079715,
"eval_loss": 2.627509355545044,
"eval_precision": 0.5279577964214083,
"eval_recall": 0.40927325616365023,
"eval_runtime": 0.576,
"eval_samples_per_second": 630.259,
"eval_steps_per_second": 79.868,
"step": 35131
},
{
"epoch": 43.15,
"learning_rate": 3.5065856356738794e-05,
"loss": 0.1584,
"step": 35250
},
{
"epoch": 43.45,
"learning_rate": 3.482085500134504e-05,
"loss": 0.0967,
"step": 35500
},
{
"epoch": 43.76,
"learning_rate": 3.4574733187386486e-05,
"loss": 0.1484,
"step": 35750
},
{
"epoch": 44.0,
"eval_accuracy": 0.6694214876033058,
"eval_f1": 0.43577912693695875,
"eval_loss": 2.5017268657684326,
"eval_precision": 0.5655394346579834,
"eval_recall": 0.3971485787064605,
"eval_runtime": 0.5768,
"eval_samples_per_second": 629.305,
"eval_steps_per_second": 79.747,
"step": 35948
},
{
"epoch": 44.06,
"learning_rate": 3.432751899483116e-05,
"loss": 0.1379,
"step": 36000
},
{
"epoch": 44.37,
"learning_rate": 3.4079240628276246e-05,
"loss": 0.0877,
"step": 36250
},
{
"epoch": 44.68,
"learning_rate": 3.382992641373025e-05,
"loss": 0.1466,
"step": 36500
},
{
"epoch": 44.98,
"learning_rate": 3.357960479538127e-05,
"loss": 0.1411,
"step": 36750
},
{
"epoch": 45.0,
"eval_accuracy": 0.6914600550964187,
"eval_f1": 0.5234198940288918,
"eval_loss": 2.3302204608917236,
"eval_precision": 0.5942265966479041,
"eval_recall": 0.5061625600726586,
"eval_runtime": 0.5778,
"eval_samples_per_second": 628.231,
"eval_steps_per_second": 79.611,
"step": 36765
},
{
"epoch": 45.29,
"learning_rate": 3.332830433235184e-05,
"loss": 0.0849,
"step": 37000
},
{
"epoch": 45.59,
"learning_rate": 3.307605369544058e-05,
"loss": 0.126,
"step": 37250
},
{
"epoch": 45.9,
"learning_rate": 3.28228816638512e-05,
"loss": 0.1003,
"step": 37500
},
{
"epoch": 46.0,
"eval_accuracy": 0.696969696969697,
"eval_f1": 0.5745871087976351,
"eval_loss": 2.3890013694763184,
"eval_precision": 0.6828113242342491,
"eval_recall": 0.5128949833691213,
"eval_runtime": 0.577,
"eval_samples_per_second": 629.101,
"eval_steps_per_second": 79.721,
"step": 37582
},
{
"epoch": 46.21,
"learning_rate": 3.256881712190906e-05,
"loss": 0.11,
"step": 37750
},
{
"epoch": 46.51,
"learning_rate": 3.231388905576575e-05,
"loss": 0.1225,
"step": 38000
},
{
"epoch": 46.82,
"learning_rate": 3.205915122367602e-05,
"loss": 0.1245,
"step": 38250
},
{
"epoch": 47.0,
"eval_accuracy": 0.6804407713498623,
"eval_f1": 0.5184040661055641,
"eval_loss": 2.339553117752075,
"eval_precision": 0.6566468598124048,
"eval_recall": 0.48311657554268395,
"eval_runtime": 0.5772,
"eval_samples_per_second": 628.951,
"eval_steps_per_second": 79.702,
"step": 38399
},
{
"epoch": 47.12,
"learning_rate": 3.180258662113338e-05,
"loss": 0.1008,
"step": 38500
},
{
"epoch": 47.43,
"learning_rate": 3.154524591341034e-05,
"loss": 0.121,
"step": 38750
},
{
"epoch": 47.74,
"learning_rate": 3.128715846043534e-05,
"loss": 0.0998,
"step": 39000
},
{
"epoch": 48.0,
"eval_accuracy": 0.696969696969697,
"eval_f1": 0.5459744525861538,
"eval_loss": 2.4267241954803467,
"eval_precision": 0.6807294155120241,
"eval_recall": 0.4855936141034663,
"eval_runtime": 0.5758,
"eval_samples_per_second": 630.432,
"eval_steps_per_second": 79.889,
"step": 39216
},
{
"epoch": 48.04,
"learning_rate": 3.102835370733277e-05,
"loss": 0.0962,
"step": 39250
},
{
"epoch": 48.35,
"learning_rate": 3.07688611810636e-05,
"loss": 0.0778,
"step": 39500
},
{
"epoch": 48.65,
"learning_rate": 3.0508710487056635e-05,
"loss": 0.1145,
"step": 39750
},
{
"epoch": 48.96,
"learning_rate": 3.0247931305830845e-05,
"loss": 0.1048,
"step": 40000
},
{
"epoch": 49.0,
"eval_accuracy": 0.6749311294765841,
"eval_f1": 0.536908729765805,
"eval_loss": 2.3678715229034424,
"eval_precision": 0.6530412239759585,
"eval_recall": 0.48379632135789763,
"eval_runtime": 0.578,
"eval_samples_per_second": 628.037,
"eval_steps_per_second": 79.586,
"step": 40033
},
{
"epoch": 49.27,
"learning_rate": 2.998655338960914e-05,
"loss": 0.0751,
"step": 40250
},
{
"epoch": 49.57,
"learning_rate": 2.9724606558923933e-05,
"loss": 0.107,
"step": 40500
},
{
"epoch": 49.88,
"learning_rate": 2.9462120699214922e-05,
"loss": 0.0605,
"step": 40750
},
{
"epoch": 50.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.5723258179466014,
"eval_loss": 2.3588879108428955,
"eval_precision": 0.6557361185869716,
"eval_recall": 0.5364202334337802,
"eval_runtime": 0.5756,
"eval_samples_per_second": 630.622,
"eval_steps_per_second": 79.913,
"step": 40850
},
{
"epoch": 50.18,
"learning_rate": 2.9199125757419482e-05,
"loss": 0.0718,
"step": 41000
},
{
"epoch": 50.49,
"learning_rate": 2.8935651738556013e-05,
"loss": 0.0661,
"step": 41250
},
{
"epoch": 50.8,
"learning_rate": 2.8671728702300687e-05,
"loss": 0.101,
"step": 41500
},
{
"epoch": 51.0,
"eval_accuracy": 0.7024793388429752,
"eval_f1": 0.5646342747625367,
"eval_loss": 2.261863946914673,
"eval_precision": 0.6370711351914359,
"eval_recall": 0.5380352030290453,
"eval_runtime": 0.5759,
"eval_samples_per_second": 630.369,
"eval_steps_per_second": 79.881,
"step": 41667
},
{
"epoch": 51.1,
"learning_rate": 2.840738675955793e-05,
"loss": 0.1039,
"step": 41750
},
{
"epoch": 51.41,
"learning_rate": 2.814371572615747e-05,
"loss": 0.0769,
"step": 42000
},
{
"epoch": 51.71,
"learning_rate": 2.787862786484319e-05,
"loss": 0.0858,
"step": 42250
},
{
"epoch": 52.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.5195773061626721,
"eval_loss": 2.5068295001983643,
"eval_precision": 0.6063341583445594,
"eval_recall": 0.4876037550298634,
"eval_runtime": 0.5762,
"eval_samples_per_second": 629.983,
"eval_steps_per_second": 79.833,
"step": 42484
},
{
"epoch": 52.02,
"learning_rate": 2.761321158169134e-05,
"loss": 0.0844,
"step": 42500
},
{
"epoch": 52.33,
"learning_rate": 2.734749715797047e-05,
"loss": 0.069,
"step": 42750
},
{
"epoch": 52.63,
"learning_rate": 2.7081514908963913e-05,
"loss": 0.0784,
"step": 43000
},
{
"epoch": 52.94,
"learning_rate": 2.681529518051109e-05,
"loss": 0.0795,
"step": 43250
},
{
"epoch": 53.0,
"eval_accuracy": 0.6887052341597796,
"eval_f1": 0.4958589687437866,
"eval_loss": 2.4998273849487305,
"eval_precision": 0.6786654073384627,
"eval_recall": 0.45129423122033957,
"eval_runtime": 0.5744,
"eval_samples_per_second": 631.991,
"eval_steps_per_second": 80.087,
"step": 43301
},
{
"epoch": 53.24,
"learning_rate": 2.6548868345545402e-05,
"loss": 0.072,
"step": 43500
},
{
"epoch": 53.55,
"learning_rate": 2.628226480062897e-05,
"loss": 0.0401,
"step": 43750
},
{
"epoch": 53.86,
"learning_rate": 2.6015514962484717e-05,
"loss": 0.0674,
"step": 44000
},
{
"epoch": 54.0,
"eval_accuracy": 0.6639118457300276,
"eval_f1": 0.5109508473836721,
"eval_loss": 2.704511880874634,
"eval_precision": 0.6101414588534028,
"eval_recall": 0.47100482987182496,
"eval_runtime": 0.5772,
"eval_samples_per_second": 628.872,
"eval_steps_per_second": 79.692,
"step": 44118
},
{
"epoch": 54.16,
"learning_rate": 2.574971691776212e-05,
"loss": 0.0601,
"step": 44250
},
{
"epoch": 54.47,
"learning_rate": 2.5482766087609973e-05,
"loss": 0.0502,
"step": 44500
},
{
"epoch": 54.77,
"learning_rate": 2.5215760178811658e-05,
"loss": 0.1174,
"step": 44750
},
{
"epoch": 55.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.516165985819526,
"eval_loss": 2.3755171298980713,
"eval_precision": 0.5969723691945914,
"eval_recall": 0.4715294694358734,
"eval_runtime": 0.5774,
"eval_samples_per_second": 628.713,
"eval_steps_per_second": 79.672,
"step": 44935
},
{
"epoch": 55.08,
"learning_rate": 2.4948729653995663e-05,
"loss": 0.0826,
"step": 45000
},
{
"epoch": 55.39,
"learning_rate": 2.4681704978598928e-05,
"loss": 0.0422,
"step": 45250
},
{
"epoch": 55.69,
"learning_rate": 2.4414716617390998e-05,
"loss": 0.059,
"step": 45500
},
{
"epoch": 56.0,
"learning_rate": 2.414779503099838e-05,
"loss": 0.0886,
"step": 45750
},
{
"epoch": 56.0,
"eval_accuracy": 0.6804407713498623,
"eval_f1": 0.47301725201698097,
"eval_loss": 2.507392406463623,
"eval_precision": 0.4981856952904839,
"eval_recall": 0.4597725584486668,
"eval_runtime": 0.5761,
"eval_samples_per_second": 630.088,
"eval_steps_per_second": 79.846,
"step": 45752
},
{
"epoch": 56.3,
"learning_rate": 2.388097067242925e-05,
"loss": 0.0528,
"step": 46000
},
{
"epoch": 56.61,
"learning_rate": 2.3614273983599068e-05,
"loss": 0.0643,
"step": 46250
},
{
"epoch": 56.92,
"learning_rate": 2.334773539185752e-05,
"loss": 0.058,
"step": 46500
},
{
"epoch": 57.0,
"eval_accuracy": 0.6804407713498623,
"eval_f1": 0.4807142977366666,
"eval_loss": 2.5247209072113037,
"eval_precision": 0.5200869236583522,
"eval_recall": 0.45992668729737696,
"eval_runtime": 0.5758,
"eval_samples_per_second": 630.387,
"eval_steps_per_second": 79.884,
"step": 46569
},
{
"epoch": 57.22,
"learning_rate": 2.308138530651701e-05,
"loss": 0.0823,
"step": 46750
},
{
"epoch": 57.53,
"learning_rate": 2.2815254115383325e-05,
"loss": 0.0428,
"step": 47000
},
{
"epoch": 57.83,
"learning_rate": 2.254937218128868e-05,
"loss": 0.0558,
"step": 47250
},
{
"epoch": 58.0,
"eval_accuracy": 0.6914600550964187,
"eval_f1": 0.4594613590535599,
"eval_loss": 2.47005033493042,
"eval_precision": 0.6139090044619999,
"eval_recall": 0.4228677965439049,
"eval_runtime": 0.5759,
"eval_samples_per_second": 630.356,
"eval_steps_per_second": 79.88,
"step": 47386
},
{
"epoch": 58.14,
"learning_rate": 2.2283769838627582e-05,
"loss": 0.0931,
"step": 47500
},
{
"epoch": 58.45,
"learning_rate": 2.2018477389896086e-05,
"loss": 0.0508,
"step": 47750
},
{
"epoch": 58.75,
"learning_rate": 2.1753525102234484e-05,
"loss": 0.0452,
"step": 48000
},
{
"epoch": 59.0,
"eval_accuracy": 0.6942148760330579,
"eval_f1": 0.46439631667557835,
"eval_loss": 2.541719675064087,
"eval_precision": 0.5814331265699046,
"eval_recall": 0.43331322139819684,
"eval_runtime": 0.5754,
"eval_samples_per_second": 630.853,
"eval_steps_per_second": 79.943,
"step": 48203
},
{
"epoch": 59.06,
"learning_rate": 2.1488943203974225e-05,
"loss": 0.0487,
"step": 48250
},
{
"epoch": 59.36,
"learning_rate": 2.122581776857167e-05,
"loss": 0.0777,
"step": 48500
},
{
"epoch": 59.67,
"learning_rate": 2.0963119490709552e-05,
"loss": 0.0656,
"step": 48750
},
{
"epoch": 59.98,
"learning_rate": 2.0699825885128935e-05,
"loss": 0.0589,
"step": 49000
},
{
"epoch": 60.0,
"eval_accuracy": 0.6721763085399449,
"eval_f1": 0.4951052024505615,
"eval_loss": 2.631096363067627,
"eval_precision": 0.5573207158969782,
"eval_recall": 0.4686150056839712,
"eval_runtime": 0.5753,
"eval_samples_per_second": 630.965,
"eval_steps_per_second": 79.957,
"step": 49020
},
{
"epoch": 60.28,
"learning_rate": 2.0437022885194815e-05,
"loss": 0.0345,
"step": 49250
},
{
"epoch": 60.59,
"learning_rate": 2.017474047402702e-05,
"loss": 0.0656,
"step": 49500
},
{
"epoch": 60.89,
"learning_rate": 1.991300857535151e-05,
"loss": 0.0993,
"step": 49750
},
{
"epoch": 61.0,
"eval_accuracy": 0.6666666666666666,
"eval_f1": 0.4534585450214669,
"eval_loss": 2.720975160598755,
"eval_precision": 0.5187203506875638,
"eval_recall": 0.423817756545589,
"eval_runtime": 0.5751,
"eval_samples_per_second": 631.214,
"eval_steps_per_second": 79.989,
"step": 49837
},
{
"epoch": 61.2,
"learning_rate": 1.9651857050086467e-05,
"loss": 0.0831,
"step": 50000
},
{
"epoch": 61.51,
"learning_rate": 1.9391315692935428e-05,
"loss": 0.0378,
"step": 50250
},
{
"epoch": 61.81,
"learning_rate": 1.9131414228988008e-05,
"loss": 0.0795,
"step": 50500
},
{
"epoch": 62.0,
"eval_accuracy": 0.6942148760330579,
"eval_f1": 0.5159346012569708,
"eval_loss": 2.37697696685791,
"eval_precision": 0.6010404846231928,
"eval_recall": 0.4778067239274136,
"eval_runtime": 0.5752,
"eval_samples_per_second": 631.136,
"eval_steps_per_second": 79.979,
"step": 50654
},
{
"epoch": 62.12,
"learning_rate": 1.8872182310328605e-05,
"loss": 0.0624,
"step": 50750
},
{
"epoch": 62.42,
"learning_rate": 1.861364951265337e-05,
"loss": 0.0685,
"step": 51000
},
{
"epoch": 62.73,
"learning_rate": 1.835584533189595e-05,
"loss": 0.0438,
"step": 51250
},
{
"epoch": 63.0,
"eval_accuracy": 0.6942148760330579,
"eval_f1": 0.5006627978013612,
"eval_loss": 2.5155351161956787,
"eval_precision": 0.5974857177798354,
"eval_recall": 0.4612218207353675,
"eval_runtime": 0.5756,
"eval_samples_per_second": 630.635,
"eval_steps_per_second": 79.915,
"step": 51471
},
{
"epoch": 63.04,
"learning_rate": 1.8098799180862294e-05,
"loss": 0.0512,
"step": 51500
},
{
"epoch": 63.34,
"learning_rate": 1.784254038587494e-05,
"loss": 0.0443,
"step": 51750
},
{
"epoch": 63.65,
"learning_rate": 1.758709818342722e-05,
"loss": 0.0331,
"step": 52000
},
{
"epoch": 63.95,
"learning_rate": 1.7332501716847632e-05,
"loss": 0.0432,
"step": 52250
},
{
"epoch": 64.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.4691190044905215,
"eval_loss": 2.5460140705108643,
"eval_precision": 0.533927553927554,
"eval_recall": 0.44402096603451285,
"eval_runtime": 0.5748,
"eval_samples_per_second": 631.506,
"eval_steps_per_second": 80.026,
"step": 52288
},
{
"epoch": 64.26,
"learning_rate": 1.7078780032974923e-05,
"loss": 0.0442,
"step": 52500
},
{
"epoch": 64.57,
"learning_rate": 1.682596207884414e-05,
"loss": 0.0281,
"step": 52750
},
{
"epoch": 64.87,
"learning_rate": 1.657608800518716e-05,
"loss": 0.0609,
"step": 53000
},
{
"epoch": 65.0,
"eval_accuracy": 0.7052341597796143,
"eval_f1": 0.5783901018472066,
"eval_loss": 2.4328320026397705,
"eval_precision": 0.6903590657995944,
"eval_recall": 0.5364771859229988,
"eval_runtime": 0.5756,
"eval_samples_per_second": 630.632,
"eval_steps_per_second": 79.915,
"step": 53105
},
{
"epoch": 65.18,
"learning_rate": 1.6325156131696083e-05,
"loss": 0.0475,
"step": 53250
},
{
"epoch": 65.48,
"learning_rate": 1.6075213968684297e-05,
"loss": 0.0447,
"step": 53500
},
{
"epoch": 65.79,
"learning_rate": 1.5826290031982382e-05,
"loss": 0.0426,
"step": 53750
},
{
"epoch": 66.0,
"eval_accuracy": 0.7107438016528925,
"eval_f1": 0.5337400275204507,
"eval_loss": 2.376704216003418,
"eval_precision": 0.6895915165326075,
"eval_recall": 0.47468881009521396,
"eval_runtime": 0.5754,
"eval_samples_per_second": 630.914,
"eval_steps_per_second": 79.95,
"step": 53922
},
{
"epoch": 66.1,
"learning_rate": 1.5578412721251766e-05,
"loss": 0.0541,
"step": 54000
},
{
"epoch": 66.4,
"learning_rate": 1.533161031674459e-05,
"loss": 0.0469,
"step": 54250
},
{
"epoch": 66.71,
"learning_rate": 1.5085910976077283e-05,
"loss": 0.0194,
"step": 54500
},
{
"epoch": 67.0,
"eval_accuracy": 0.7079889807162535,
"eval_f1": 0.5368473703383648,
"eval_loss": 2.5384085178375244,
"eval_precision": 0.6938002473716759,
"eval_recall": 0.4738072682653963,
"eval_runtime": 0.575,
"eval_samples_per_second": 631.275,
"eval_steps_per_second": 79.996,
"step": 54739
},
{
"epoch": 67.01,
"learning_rate": 1.4841342731017988e-05,
"loss": 0.0356,
"step": 54750
},
{
"epoch": 67.32,
"learning_rate": 1.4598904775700689e-05,
"loss": 0.0421,
"step": 55000
},
{
"epoch": 67.63,
"learning_rate": 1.4356677495577313e-05,
"loss": 0.0423,
"step": 55250
},
{
"epoch": 67.93,
"learning_rate": 1.4115664509103169e-05,
"loss": 0.0557,
"step": 55500
},
{
"epoch": 68.0,
"eval_accuracy": 0.7162534435261708,
"eval_f1": 0.5433935912807646,
"eval_loss": 2.393681049346924,
"eval_precision": 0.6931352645638361,
"eval_recall": 0.4979390717383328,
"eval_runtime": 0.575,
"eval_samples_per_second": 631.299,
"eval_steps_per_second": 79.999,
"step": 55556
},
{
"epoch": 68.24,
"learning_rate": 1.3875893313381589e-05,
"loss": 0.0432,
"step": 55750
},
{
"epoch": 68.54,
"learning_rate": 1.3637391263840368e-05,
"loss": 0.0429,
"step": 56000
},
{
"epoch": 68.85,
"learning_rate": 1.3400185571110769e-05,
"loss": 0.0466,
"step": 56250
},
{
"epoch": 69.0,
"eval_accuracy": 0.7107438016528925,
"eval_f1": 0.5718625572894164,
"eval_loss": 2.403398275375366,
"eval_precision": 0.6765347833670815,
"eval_recall": 0.5215229283579037,
"eval_runtime": 0.5744,
"eval_samples_per_second": 631.944,
"eval_steps_per_second": 80.081,
"step": 56373
},
{
"epoch": 69.16,
"learning_rate": 1.316430329792307e-05,
"loss": 0.0465,
"step": 56500
},
{
"epoch": 69.46,
"learning_rate": 1.2929771356018988e-05,
"loss": 0.0548,
"step": 56750
},
{
"epoch": 69.77,
"learning_rate": 1.2696616503081343e-05,
"loss": 0.0517,
"step": 57000
},
{
"epoch": 70.0,
"eval_accuracy": 0.7052341597796143,
"eval_f1": 0.5117271310290573,
"eval_loss": 2.4453024864196777,
"eval_precision": 0.7065175565175564,
"eval_recall": 0.46373618855145954,
"eval_runtime": 0.5763,
"eval_samples_per_second": 629.826,
"eval_steps_per_second": 79.813,
"step": 57190
},
{
"epoch": 70.07,
"learning_rate": 1.2464865339681253e-05,
"loss": 0.0226,
"step": 57250
},
{
"epoch": 70.38,
"learning_rate": 1.2234544306243286e-05,
"loss": 0.0292,
"step": 57500
},
{
"epoch": 70.69,
"learning_rate": 1.2005679680028897e-05,
"loss": 0.0368,
"step": 57750
},
{
"epoch": 70.99,
"learning_rate": 1.177920411295463e-05,
"loss": 0.0437,
"step": 58000
},
{
"epoch": 71.0,
"eval_accuracy": 0.6887052341597796,
"eval_f1": 0.4571751135533447,
"eval_loss": 2.6550002098083496,
"eval_precision": 0.6424798334634401,
"eval_recall": 0.41016626367611586,
"eval_runtime": 0.5744,
"eval_samples_per_second": 632.012,
"eval_steps_per_second": 80.09,
"step": 58007
},
{
"epoch": 71.3,
"learning_rate": 1.1553324380057995e-05,
"loss": 0.037,
"step": 58250
},
{
"epoch": 71.6,
"learning_rate": 1.1328978774573311e-05,
"loss": 0.0361,
"step": 58500
},
{
"epoch": 71.91,
"learning_rate": 1.1106192892027184e-05,
"loss": 0.0451,
"step": 58750
},
{
"epoch": 72.0,
"eval_accuracy": 0.6942148760330579,
"eval_f1": 0.476209725136688,
"eval_loss": 2.6152384281158447,
"eval_precision": 0.6680127132820342,
"eval_recall": 0.4248004219371215,
"eval_runtime": 0.5754,
"eval_samples_per_second": 630.887,
"eval_steps_per_second": 79.947,
"step": 58824
},
{
"epoch": 72.22,
"learning_rate": 1.0884992149997797e-05,
"loss": 0.0112,
"step": 59000
},
{
"epoch": 72.52,
"learning_rate": 1.066540178521517e-05,
"loss": 0.043,
"step": 59250
},
{
"epoch": 72.83,
"learning_rate": 1.04474468506818e-05,
"loss": 0.0294,
"step": 59500
},
{
"epoch": 73.0,
"eval_accuracy": 0.6887052341597796,
"eval_f1": 0.5392699243016044,
"eval_loss": 2.5824713706970215,
"eval_precision": 0.6700918129489558,
"eval_recall": 0.4843369001004469,
"eval_runtime": 0.5751,
"eval_samples_per_second": 631.242,
"eval_steps_per_second": 79.992,
"step": 59641
},
{
"epoch": 73.13,
"learning_rate": 1.0231152212814419e-05,
"loss": 0.0468,
"step": 59750
},
{
"epoch": 73.44,
"learning_rate": 1.0016542548606983e-05,
"loss": 0.0316,
"step": 60000
},
{
"epoch": 73.75,
"learning_rate": 9.803642342815278e-06,
"loss": 0.0429,
"step": 60250
},
{
"epoch": 74.0,
"eval_accuracy": 0.696969696969697,
"eval_f1": 0.48452204181281855,
"eval_loss": 2.451073408126831,
"eval_precision": 0.6746470741527906,
"eval_recall": 0.4329222604161029,
"eval_runtime": 0.5756,
"eval_samples_per_second": 630.696,
"eval_steps_per_second": 79.923,
"step": 60458
},
{
"epoch": 74.05,
"learning_rate": 9.592475885163487e-06,
"loss": 0.0236,
"step": 60500
},
{
"epoch": 74.36,
"learning_rate": 9.383067267572908e-06,
"loss": 0.0221,
"step": 60750
},
{
"epoch": 74.66,
"learning_rate": 9.17544038141342e-06,
"loss": 0.0313,
"step": 61000
},
{
"epoch": 74.97,
"learning_rate": 8.969618914777637e-06,
"loss": 0.0389,
"step": 61250
},
{
"epoch": 75.0,
"eval_accuracy": 0.6749311294765841,
"eval_f1": 0.47978279633622645,
"eval_loss": 2.7327232360839844,
"eval_precision": 0.5541808071284741,
"eval_recall": 0.44874471450826137,
"eval_runtime": 0.5752,
"eval_samples_per_second": 631.071,
"eval_steps_per_second": 79.97,
"step": 61275
},
{
"epoch": 75.28,
"learning_rate": 8.765626349778362e-06,
"loss": 0.0227,
"step": 61500
},
{
"epoch": 75.58,
"learning_rate": 8.563485959869575e-06,
"loss": 0.0303,
"step": 61750
},
{
"epoch": 75.89,
"learning_rate": 8.363220807191058e-06,
"loss": 0.0305,
"step": 62000
},
{
"epoch": 76.0,
"eval_accuracy": 0.7024793388429752,
"eval_f1": 0.5534820298880379,
"eval_loss": 2.4534895420074463,
"eval_precision": 0.6256500777723188,
"eval_recall": 0.5284146306621677,
"eval_runtime": 0.5743,
"eval_samples_per_second": 632.097,
"eval_steps_per_second": 80.1,
"step": 62092
},
{
"epoch": 76.19,
"learning_rate": 8.164853739937368e-06,
"loss": 0.034,
"step": 62250
},
{
"epoch": 76.5,
"learning_rate": 7.968407389751003e-06,
"loss": 0.034,
"step": 62500
},
{
"epoch": 76.81,
"learning_rate": 7.773904169140392e-06,
"loss": 0.023,
"step": 62750
},
{
"epoch": 77.0,
"eval_accuracy": 0.7024793388429752,
"eval_f1": 0.4687311706012172,
"eval_loss": 2.6240921020507812,
"eval_precision": 0.5393879300200679,
"eval_recall": 0.4422954747770019,
"eval_runtime": 0.5739,
"eval_samples_per_second": 632.494,
"eval_steps_per_second": 80.151,
"step": 62909
},
{
"epoch": 77.11,
"learning_rate": 7.581366268922896e-06,
"loss": 0.0132,
"step": 63000
},
{
"epoch": 77.42,
"learning_rate": 7.3908156556929705e-06,
"loss": 0.0201,
"step": 63250
},
{
"epoch": 77.72,
"learning_rate": 7.20227406931612e-06,
"loss": 0.0305,
"step": 63500
},
{
"epoch": 78.0,
"eval_accuracy": 0.6942148760330579,
"eval_f1": 0.4474972103847281,
"eval_loss": 2.737638235092163,
"eval_precision": 0.539260468004995,
"eval_recall": 0.407899366643209,
"eval_runtime": 0.5754,
"eval_samples_per_second": 630.913,
"eval_steps_per_second": 79.95,
"step": 63726
},
{
"epoch": 78.03,
"learning_rate": 7.01576302044851e-06,
"loss": 0.0258,
"step": 63750
},
{
"epoch": 78.34,
"learning_rate": 6.831303788082866e-06,
"loss": 0.0212,
"step": 64000
},
{
"epoch": 78.64,
"learning_rate": 6.6489174171207504e-06,
"loss": 0.0178,
"step": 64250
},
{
"epoch": 78.95,
"learning_rate": 6.469341688844232e-06,
"loss": 0.0278,
"step": 64500
},
{
"epoch": 79.0,
"eval_accuracy": 0.7052341597796143,
"eval_f1": 0.5369051843353192,
"eval_loss": 2.641106605529785,
"eval_precision": 0.6364117161569525,
"eval_recall": 0.48457279242377765,
"eval_runtime": 0.5738,
"eval_samples_per_second": 632.582,
"eval_steps_per_second": 80.162,
"step": 64543
},
{
"epoch": 79.25,
"learning_rate": 6.291154729438112e-06,
"loss": 0.0211,
"step": 64750
},
{
"epoch": 79.56,
"learning_rate": 6.115102256888608e-06,
"loss": 0.027,
"step": 65000
},
{
"epoch": 79.87,
"learning_rate": 5.9412043569724075e-06,
"loss": 0.0245,
"step": 65250
},
{
"epoch": 80.0,
"eval_accuracy": 0.6887052341597796,
"eval_f1": 0.5139284663519239,
"eval_loss": 2.8429274559020996,
"eval_precision": 0.6295462275834203,
"eval_recall": 0.46902355991025946,
"eval_runtime": 0.5746,
"eval_samples_per_second": 631.731,
"eval_steps_per_second": 80.054,
"step": 65360
},
{
"epoch": 80.17,
"learning_rate": 5.769480869651678e-06,
"loss": 0.0177,
"step": 65500
},
{
"epoch": 80.48,
"learning_rate": 5.599951386810407e-06,
"loss": 0.0229,
"step": 65750
},
{
"epoch": 80.78,
"learning_rate": 5.432635250019285e-06,
"loss": 0.0227,
"step": 66000
},
{
"epoch": 81.0,
"eval_accuracy": 0.7245179063360881,
"eval_f1": 0.5777058546571006,
"eval_loss": 2.6588237285614014,
"eval_precision": 0.6858633718409165,
"eval_recall": 0.5245856565437846,
"eval_runtime": 0.5738,
"eval_samples_per_second": 632.57,
"eval_steps_per_second": 80.16,
"step": 66177
},
{
"epoch": 81.09,
"learning_rate": 5.26755154832895e-06,
"loss": 0.0261,
"step": 66250
},
{
"epoch": 81.4,
"learning_rate": 5.1047191160921495e-06,
"loss": 0.0191,
"step": 66500
},
{
"epoch": 81.7,
"learning_rate": 4.9441565308149724e-06,
"loss": 0.0226,
"step": 66750
},
{
"epoch": 82.0,
"eval_accuracy": 0.7024793388429752,
"eval_f1": 0.5153196455189113,
"eval_loss": 2.683469533920288,
"eval_precision": 0.5957972186543615,
"eval_recall": 0.47307357735313404,
"eval_runtime": 0.5753,
"eval_samples_per_second": 630.959,
"eval_steps_per_second": 79.956,
"step": 66994
},
{
"epoch": 82.01,
"learning_rate": 4.785882111037252e-06,
"loss": 0.0164,
"step": 67000
},
{
"epoch": 82.31,
"learning_rate": 4.629913914242723e-06,
"loss": 0.0207,
"step": 67250
},
{
"epoch": 82.62,
"learning_rate": 4.4762697347987634e-06,
"loss": 0.0211,
"step": 67500
},
{
"epoch": 82.93,
"learning_rate": 4.324967101926272e-06,
"loss": 0.0224,
"step": 67750
},
{
"epoch": 83.0,
"eval_accuracy": 0.699724517906336,
"eval_f1": 0.5510071098243216,
"eval_loss": 2.7483408451080322,
"eval_precision": 0.6299525870954442,
"eval_recall": 0.5086697101475426,
"eval_runtime": 0.5745,
"eval_samples_per_second": 631.809,
"eval_steps_per_second": 80.064,
"step": 67811
},
{
"epoch": 83.23,
"learning_rate": 4.176023277699789e-06,
"loss": 0.027,
"step": 68000
},
{
"epoch": 83.54,
"learning_rate": 4.029455255077999e-06,
"loss": 0.0154,
"step": 68250
},
{
"epoch": 83.84,
"learning_rate": 3.8852797559650935e-06,
"loss": 0.0195,
"step": 68500
},
{
"epoch": 84.0,
"eval_accuracy": 0.699724517906336,
"eval_f1": 0.52634249226563,
"eval_loss": 2.7812142372131348,
"eval_precision": 0.5949473728885494,
"eval_recall": 0.49608820981973695,
"eval_runtime": 0.5756,
"eval_samples_per_second": 630.699,
"eval_steps_per_second": 79.923,
"step": 68628
},
{
"epoch": 84.15,
"learning_rate": 3.7440754752084e-06,
"loss": 0.012,
"step": 68750
},
{
"epoch": 84.46,
"learning_rate": 3.604724362660877e-06,
"loss": 0.0262,
"step": 69000
},
{
"epoch": 84.76,
"learning_rate": 3.467814231049432e-06,
"loss": 0.0106,
"step": 69250
},
{
"epoch": 85.0,
"eval_accuracy": 0.6942148760330579,
"eval_f1": 0.5085355239316488,
"eval_loss": 2.8171160221099854,
"eval_precision": 0.6049143980994077,
"eval_recall": 0.4679249219581732,
"eval_runtime": 0.5729,
"eval_samples_per_second": 633.612,
"eval_steps_per_second": 80.292,
"step": 69445
},
{
"epoch": 85.07,
"learning_rate": 3.33336070041218e-06,
"loss": 0.0258,
"step": 69500
},
{
"epoch": 85.37,
"learning_rate": 3.2013791105143466e-06,
"loss": 0.0118,
"step": 69750
},
{
"epoch": 85.68,
"learning_rate": 3.071884519098131e-06,
"loss": 0.0217,
"step": 70000
},
{
"epoch": 85.99,
"learning_rate": 2.9448917001647703e-06,
"loss": 0.0155,
"step": 70250
},
{
"epoch": 86.0,
"eval_accuracy": 0.6887052341597796,
"eval_f1": 0.4962240507440637,
"eval_loss": 2.8894941806793213,
"eval_precision": 0.5999622071050642,
"eval_recall": 0.45233290929103737,
"eval_runtime": 0.575,
"eval_samples_per_second": 631.309,
"eval_steps_per_second": 80.001,
"step": 70262
},
{
"epoch": 86.29,
"learning_rate": 2.820415142289015e-06,
"loss": 0.0196,
"step": 70500
},
{
"epoch": 86.6,
"learning_rate": 2.698951772130373e-06,
"loss": 0.0064,
"step": 70750
},
{
"epoch": 86.9,
"learning_rate": 2.5795398473242555e-06,
"loss": 0.0111,
"step": 71000
},
{
"epoch": 87.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.4869283447078967,
"eval_loss": 2.887157678604126,
"eval_precision": 0.596748772605851,
"eval_recall": 0.44054806714905237,
"eval_runtime": 0.575,
"eval_samples_per_second": 631.314,
"eval_steps_per_second": 80.001,
"step": 71079
},
{
"epoch": 87.21,
"learning_rate": 2.462685866465117e-06,
"loss": 0.0174,
"step": 71250
},
{
"epoch": 87.52,
"learning_rate": 2.3484031613905387e-06,
"loss": 0.0105,
"step": 71500
},
{
"epoch": 87.82,
"learning_rate": 2.2367047705819572e-06,
"loss": 0.0097,
"step": 71750
},
{
"epoch": 88.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.4890889302500872,
"eval_loss": 2.9936180114746094,
"eval_precision": 0.5928653178112443,
"eval_recall": 0.44590630018585686,
"eval_runtime": 0.5751,
"eval_samples_per_second": 631.226,
"eval_steps_per_second": 79.99,
"step": 71896
},
{
"epoch": 88.13,
"learning_rate": 2.127603437677139e-06,
"loss": 0.0083,
"step": 72000
},
{
"epoch": 88.43,
"learning_rate": 2.0211116100162435e-06,
"loss": 0.0124,
"step": 72250
},
{
"epoch": 88.74,
"learning_rate": 1.9172414372217146e-06,
"loss": 0.0086,
"step": 72500
},
{
"epoch": 89.0,
"eval_accuracy": 0.6831955922865014,
"eval_f1": 0.49100657070581877,
"eval_loss": 3.0106709003448486,
"eval_precision": 0.5958884973599873,
"eval_recall": 0.44583543850785234,
"eval_runtime": 0.5744,
"eval_samples_per_second": 631.965,
"eval_steps_per_second": 80.084,
"step": 72713
},
{
"epoch": 89.05,
"learning_rate": 1.8160047698121518e-06,
"loss": 0.0104,
"step": 72750
},
{
"epoch": 89.35,
"learning_rate": 1.7178022403391475e-06,
"loss": 0.0108,
"step": 73000
},
{
"epoch": 89.66,
"learning_rate": 1.6218562848936775e-06,
"loss": 0.0174,
"step": 73250
},
{
"epoch": 89.96,
"learning_rate": 1.528577535241521e-06,
"loss": 0.0072,
"step": 73500
},
{
"epoch": 90.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.4893894643187819,
"eval_loss": 3.0227720737457275,
"eval_precision": 0.5889153512253815,
"eval_recall": 0.4449414911853336,
"eval_runtime": 0.5765,
"eval_samples_per_second": 629.693,
"eval_steps_per_second": 79.796,
"step": 73530
},
{
"epoch": 90.27,
"learning_rate": 1.4383336890610749e-06,
"loss": 0.0151,
"step": 73750
},
{
"epoch": 90.58,
"learning_rate": 1.3504101989962132e-06,
"loss": 0.0109,
"step": 74000
},
{
"epoch": 90.88,
"learning_rate": 1.2651848839316887e-06,
"loss": 0.0107,
"step": 74250
},
{
"epoch": 91.0,
"eval_accuracy": 0.6887052341597796,
"eval_f1": 0.49676183815019276,
"eval_loss": 2.977621078491211,
"eval_precision": 0.5930682617874735,
"eval_recall": 0.45364507208719035,
"eval_runtime": 0.5751,
"eval_samples_per_second": 631.186,
"eval_steps_per_second": 79.985,
"step": 74347
},
{
"epoch": 91.19,
"learning_rate": 1.182667467199558e-06,
"loss": 0.0081,
"step": 74500
},
{
"epoch": 91.49,
"learning_rate": 1.1028673631885173e-06,
"loss": 0.0136,
"step": 74750
},
{
"epoch": 91.8,
"learning_rate": 1.0257936762698288e-06,
"loss": 0.0105,
"step": 75000
},
{
"epoch": 92.0,
"eval_accuracy": 0.6887052341597796,
"eval_f1": 0.4999633782778992,
"eval_loss": 3.0019350051879883,
"eval_precision": 0.5966416670279332,
"eval_recall": 0.4551455728179866,
"eval_runtime": 0.5756,
"eval_samples_per_second": 630.598,
"eval_steps_per_second": 79.91,
"step": 75164
},
{
"epoch": 92.11,
"learning_rate": 9.514551997585913e-07,
"loss": 0.0061,
"step": 75250
},
{
"epoch": 92.41,
"learning_rate": 8.798604149105355e-07,
"loss": 0.0094,
"step": 75500
},
{
"epoch": 92.72,
"learning_rate": 8.110174899543743e-07,
"loss": 0.0138,
"step": 75750
},
{
"epoch": 93.0,
"eval_accuracy": 0.6887052341597796,
"eval_f1": 0.4999633782778992,
"eval_loss": 3.0192649364471436,
"eval_precision": 0.5966416670279332,
"eval_recall": 0.4551455728179866,
"eval_runtime": 0.5738,
"eval_samples_per_second": 632.575,
"eval_steps_per_second": 80.161,
"step": 75981
},
{
"epoch": 93.02,
"learning_rate": 7.449342791599201e-07,
"loss": 0.0106,
"step": 76000
},
{
"epoch": 93.33,
"learning_rate": 6.81618321941968e-07,
"loss": 0.0107,
"step": 76250
},
{
"epoch": 93.64,
"learning_rate": 6.210768420001373e-07,
"loss": 0.0081,
"step": 76500
},
{
"epoch": 93.94,
"learning_rate": 5.633167464947242e-07,
"loss": 0.0123,
"step": 76750
},
{
"epoch": 94.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.48841087906946806,
"eval_loss": 3.0272629261016846,
"eval_precision": 0.5842731342731343,
"eval_recall": 0.4449414911853336,
"eval_runtime": 0.5754,
"eval_samples_per_second": 630.882,
"eval_steps_per_second": 79.946,
"step": 76798
},
{
"epoch": 94.25,
"learning_rate": 5.08344625258661e-07,
"loss": 0.0113,
"step": 77000
},
{
"epoch": 94.55,
"learning_rate": 4.561667500456862e-07,
"loss": 0.0064,
"step": 77250
},
{
"epoch": 94.86,
"learning_rate": 4.067890738147978e-07,
"loss": 0.0114,
"step": 77500
},
{
"epoch": 95.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.49834117213459417,
"eval_loss": 3.0193073749542236,
"eval_precision": 0.592981803003125,
"eval_recall": 0.45445875963117344,
"eval_runtime": 0.5755,
"eval_samples_per_second": 630.739,
"eval_steps_per_second": 79.928,
"step": 77615
},
{
"epoch": 95.17,
"learning_rate": 3.6021723005109365e-07,
"loss": 0.013,
"step": 77750
},
{
"epoch": 95.47,
"learning_rate": 3.1645653212303004e-07,
"loss": 0.0127,
"step": 78000
},
{
"epoch": 95.78,
"learning_rate": 2.755119726762373e-07,
"loss": 0.0087,
"step": 78250
},
{
"epoch": 96.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.4971705409799476,
"eval_loss": 3.0252628326416016,
"eval_precision": 0.5904316041796341,
"eval_recall": 0.45445875963117344,
"eval_runtime": 0.5748,
"eval_samples_per_second": 631.48,
"eval_steps_per_second": 80.022,
"step": 78432
},
{
"epoch": 96.08,
"learning_rate": 2.3738822306390575e-07,
"loss": 0.0076,
"step": 78500
},
{
"epoch": 96.39,
"learning_rate": 2.0208963281382054e-07,
"loss": 0.0059,
"step": 78750
},
{
"epoch": 96.7,
"learning_rate": 1.6962022913215026e-07,
"loss": 0.0112,
"step": 79000
},
{
"epoch": 97.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.4971705409799476,
"eval_loss": 3.0260462760925293,
"eval_precision": 0.5904316041796341,
"eval_recall": 0.45445875963117344,
"eval_runtime": 0.575,
"eval_samples_per_second": 631.313,
"eval_steps_per_second": 80.001,
"step": 79249
},
{
"epoch": 97.0,
"learning_rate": 1.399837164439588e-07,
"loss": 0.0198,
"step": 79250
},
{
"epoch": 97.31,
"learning_rate": 1.131834759705852e-07,
"loss": 0.0108,
"step": 79500
},
{
"epoch": 97.61,
"learning_rate": 8.922256534386886e-08,
"loss": 0.0096,
"step": 79750
},
{
"epoch": 97.92,
"learning_rate": 6.818252895382516e-08,
"loss": 0.0154,
"step": 80000
},
{
"epoch": 98.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.4971705409799476,
"eval_loss": 3.032817840576172,
"eval_precision": 0.5904316041796341,
"eval_recall": 0.45445875963117344,
"eval_runtime": 0.5745,
"eval_samples_per_second": 631.834,
"eval_steps_per_second": 80.067,
"step": 80066
},
{
"epoch": 98.23,
"learning_rate": 4.989677258919745e-08,
"loss": 0.0066,
"step": 80250
},
{
"epoch": 98.53,
"learning_rate": 3.4457566433288015e-08,
"loss": 0.0089,
"step": 80500
},
{
"epoch": 98.84,
"learning_rate": 2.1866671940751205e-08,
"loss": 0.0113,
"step": 80750
},
{
"epoch": 99.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.4971705409799476,
"eval_loss": 3.0352275371551514,
"eval_precision": 0.5904316041796341,
"eval_recall": 0.45445875963117344,
"eval_runtime": 0.5755,
"eval_samples_per_second": 630.795,
"eval_steps_per_second": 79.935,
"step": 80883
},
{
"epoch": 99.14,
"learning_rate": 1.212552560317659e-08,
"loss": 0.0052,
"step": 81000
},
{
"epoch": 99.45,
"learning_rate": 5.235238785186725e-09,
"loss": 0.0124,
"step": 81250
},
{
"epoch": 99.76,
"learning_rate": 1.1965975976552247e-09,
"loss": 0.0094,
"step": 81500
},
{
"epoch": 100.0,
"eval_accuracy": 0.6859504132231405,
"eval_f1": 0.4971705409799476,
"eval_loss": 3.034996271133423,
"eval_precision": 0.5904316041796341,
"eval_recall": 0.45445875963117344,
"eval_runtime": 0.5749,
"eval_samples_per_second": 631.447,
"eval_steps_per_second": 80.018,
"step": 81700
},
{
"epoch": 100.0,
"step": 81700,
"total_flos": 2.247320628668568e+16,
"train_loss": 0.19591666076364248,
"train_runtime": 5839.9501,
"train_samples_per_second": 111.885,
"train_steps_per_second": 13.99
}
],
"max_steps": 81700,
"num_train_epochs": 100,
"total_flos": 2.247320628668568e+16,
"trial_name": null,
"trial_params": {
"learning_rate": 5e-06
}
}