aura-emotion-api / checkpoint-6000 /trainer_state.json
monishaaura's picture
Upload trained RAVDESS emotion detection model
f013039 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 21.05263157894737,
"eval_steps": 500,
"global_step": 6000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08771929824561403,
"grad_norm": 14.743780136108398,
"learning_rate": 1.4942583732057417e-05,
"loss": 0.9366,
"step": 25
},
{
"epoch": 0.17543859649122806,
"grad_norm": 22.20017433166504,
"learning_rate": 1.4882775119617225e-05,
"loss": 1.2015,
"step": 50
},
{
"epoch": 0.2631578947368421,
"grad_norm": 25.090787887573242,
"learning_rate": 1.4822966507177032e-05,
"loss": 1.0156,
"step": 75
},
{
"epoch": 0.3508771929824561,
"grad_norm": 13.580609321594238,
"learning_rate": 1.4763157894736842e-05,
"loss": 1.117,
"step": 100
},
{
"epoch": 0.43859649122807015,
"grad_norm": 12.062329292297363,
"learning_rate": 1.470334928229665e-05,
"loss": 0.8312,
"step": 125
},
{
"epoch": 0.5263157894736842,
"grad_norm": 18.625316619873047,
"learning_rate": 1.464354066985646e-05,
"loss": 0.9938,
"step": 150
},
{
"epoch": 0.6140350877192983,
"grad_norm": 11.628118515014648,
"learning_rate": 1.4583732057416269e-05,
"loss": 0.8922,
"step": 175
},
{
"epoch": 0.7017543859649122,
"grad_norm": 12.121639251708984,
"learning_rate": 1.4523923444976078e-05,
"loss": 0.9787,
"step": 200
},
{
"epoch": 0.7894736842105263,
"grad_norm": 14.091375350952148,
"learning_rate": 1.4464114832535886e-05,
"loss": 0.806,
"step": 225
},
{
"epoch": 0.8771929824561403,
"grad_norm": 9.919096946716309,
"learning_rate": 1.4404306220095696e-05,
"loss": 0.9935,
"step": 250
},
{
"epoch": 0.9649122807017544,
"grad_norm": 13.80988597869873,
"learning_rate": 1.4344497607655503e-05,
"loss": 0.8116,
"step": 275
},
{
"epoch": 1.0526315789473684,
"grad_norm": 13.865740776062012,
"learning_rate": 1.4284688995215311e-05,
"loss": 0.7288,
"step": 300
},
{
"epoch": 1.1403508771929824,
"grad_norm": 9.76303768157959,
"learning_rate": 1.4224880382775121e-05,
"loss": 0.8283,
"step": 325
},
{
"epoch": 1.2280701754385965,
"grad_norm": 9.364381790161133,
"learning_rate": 1.4165071770334929e-05,
"loss": 0.6827,
"step": 350
},
{
"epoch": 1.3157894736842106,
"grad_norm": 13.79258918762207,
"learning_rate": 1.4105263157894738e-05,
"loss": 0.7745,
"step": 375
},
{
"epoch": 1.4035087719298245,
"grad_norm": 9.642690658569336,
"learning_rate": 1.4045454545454546e-05,
"loss": 0.7514,
"step": 400
},
{
"epoch": 1.4912280701754386,
"grad_norm": 14.490239143371582,
"learning_rate": 1.3985645933014356e-05,
"loss": 0.6594,
"step": 425
},
{
"epoch": 1.5789473684210527,
"grad_norm": 13.364012718200684,
"learning_rate": 1.3925837320574163e-05,
"loss": 0.6036,
"step": 450
},
{
"epoch": 1.6666666666666665,
"grad_norm": 6.50977087020874,
"learning_rate": 1.3866028708133971e-05,
"loss": 0.7616,
"step": 475
},
{
"epoch": 1.7543859649122808,
"grad_norm": 30.46417808532715,
"learning_rate": 1.380622009569378e-05,
"loss": 0.6735,
"step": 500
},
{
"epoch": 1.8421052631578947,
"grad_norm": 17.846593856811523,
"learning_rate": 1.3746411483253589e-05,
"loss": 0.5902,
"step": 525
},
{
"epoch": 1.9298245614035088,
"grad_norm": 19.83995819091797,
"learning_rate": 1.3686602870813398e-05,
"loss": 0.5928,
"step": 550
},
{
"epoch": 2.017543859649123,
"grad_norm": 6.053647994995117,
"learning_rate": 1.3626794258373206e-05,
"loss": 0.5816,
"step": 575
},
{
"epoch": 2.1052631578947367,
"grad_norm": 9.594230651855469,
"learning_rate": 1.3566985645933015e-05,
"loss": 0.488,
"step": 600
},
{
"epoch": 2.192982456140351,
"grad_norm": 13.84262752532959,
"learning_rate": 1.3507177033492823e-05,
"loss": 0.568,
"step": 625
},
{
"epoch": 2.280701754385965,
"grad_norm": 10.86662483215332,
"learning_rate": 1.3447368421052633e-05,
"loss": 0.4017,
"step": 650
},
{
"epoch": 2.3684210526315788,
"grad_norm": 16.06069564819336,
"learning_rate": 1.338755980861244e-05,
"loss": 0.5112,
"step": 675
},
{
"epoch": 2.456140350877193,
"grad_norm": 6.421328544616699,
"learning_rate": 1.3327751196172248e-05,
"loss": 0.3609,
"step": 700
},
{
"epoch": 2.543859649122807,
"grad_norm": 6.225348949432373,
"learning_rate": 1.3267942583732058e-05,
"loss": 0.5531,
"step": 725
},
{
"epoch": 2.6315789473684212,
"grad_norm": 14.942207336425781,
"learning_rate": 1.3208133971291866e-05,
"loss": 0.4272,
"step": 750
},
{
"epoch": 2.719298245614035,
"grad_norm": 8.975879669189453,
"learning_rate": 1.3148325358851675e-05,
"loss": 0.4509,
"step": 775
},
{
"epoch": 2.807017543859649,
"grad_norm": 21.482088088989258,
"learning_rate": 1.3088516746411483e-05,
"loss": 0.4233,
"step": 800
},
{
"epoch": 2.8947368421052633,
"grad_norm": 5.1405792236328125,
"learning_rate": 1.3028708133971293e-05,
"loss": 0.418,
"step": 825
},
{
"epoch": 2.982456140350877,
"grad_norm": 14.574483871459961,
"learning_rate": 1.29688995215311e-05,
"loss": 0.6778,
"step": 850
},
{
"epoch": 3.0701754385964914,
"grad_norm": 7.385740280151367,
"learning_rate": 1.290909090909091e-05,
"loss": 0.4127,
"step": 875
},
{
"epoch": 3.1578947368421053,
"grad_norm": 48.35734939575195,
"learning_rate": 1.2849282296650718e-05,
"loss": 0.4752,
"step": 900
},
{
"epoch": 3.245614035087719,
"grad_norm": 8.056925773620605,
"learning_rate": 1.2789473684210526e-05,
"loss": 0.411,
"step": 925
},
{
"epoch": 3.3333333333333335,
"grad_norm": 20.510982513427734,
"learning_rate": 1.2729665071770335e-05,
"loss": 0.495,
"step": 950
},
{
"epoch": 3.4210526315789473,
"grad_norm": 25.063684463500977,
"learning_rate": 1.2669856459330143e-05,
"loss": 0.2436,
"step": 975
},
{
"epoch": 3.5087719298245617,
"grad_norm": 15.523259162902832,
"learning_rate": 1.2610047846889953e-05,
"loss": 0.4612,
"step": 1000
},
{
"epoch": 3.5964912280701755,
"grad_norm": 1.9646857976913452,
"learning_rate": 1.255023923444976e-05,
"loss": 0.4426,
"step": 1025
},
{
"epoch": 3.6842105263157894,
"grad_norm": 30.676250457763672,
"learning_rate": 1.249043062200957e-05,
"loss": 0.3333,
"step": 1050
},
{
"epoch": 3.7719298245614032,
"grad_norm": 6.475268363952637,
"learning_rate": 1.2430622009569378e-05,
"loss": 0.2945,
"step": 1075
},
{
"epoch": 3.8596491228070176,
"grad_norm": 24.684438705444336,
"learning_rate": 1.2370813397129186e-05,
"loss": 0.4339,
"step": 1100
},
{
"epoch": 3.9473684210526314,
"grad_norm": 38.601226806640625,
"learning_rate": 1.2311004784688995e-05,
"loss": 0.3701,
"step": 1125
},
{
"epoch": 4.035087719298246,
"grad_norm": 2.8431146144866943,
"learning_rate": 1.2251196172248803e-05,
"loss": 0.2782,
"step": 1150
},
{
"epoch": 4.12280701754386,
"grad_norm": 23.384532928466797,
"learning_rate": 1.2191387559808613e-05,
"loss": 0.312,
"step": 1175
},
{
"epoch": 4.2105263157894735,
"grad_norm": 3.222729444503784,
"learning_rate": 1.213157894736842e-05,
"loss": 0.264,
"step": 1200
},
{
"epoch": 4.298245614035087,
"grad_norm": 3.5861947536468506,
"learning_rate": 1.207177033492823e-05,
"loss": 0.3104,
"step": 1225
},
{
"epoch": 4.385964912280702,
"grad_norm": 4.091048717498779,
"learning_rate": 1.2011961722488038e-05,
"loss": 0.3567,
"step": 1250
},
{
"epoch": 4.473684210526316,
"grad_norm": 1.3814598321914673,
"learning_rate": 1.1952153110047847e-05,
"loss": 0.3455,
"step": 1275
},
{
"epoch": 4.56140350877193,
"grad_norm": 2.480316162109375,
"learning_rate": 1.1892344497607655e-05,
"loss": 0.1769,
"step": 1300
},
{
"epoch": 4.649122807017544,
"grad_norm": 20.069162368774414,
"learning_rate": 1.1832535885167463e-05,
"loss": 0.2483,
"step": 1325
},
{
"epoch": 4.7368421052631575,
"grad_norm": 1.7885949611663818,
"learning_rate": 1.1772727272727272e-05,
"loss": 0.2283,
"step": 1350
},
{
"epoch": 4.824561403508772,
"grad_norm": 40.37774658203125,
"learning_rate": 1.171291866028708e-05,
"loss": 0.2277,
"step": 1375
},
{
"epoch": 4.912280701754386,
"grad_norm": 2.960739850997925,
"learning_rate": 1.1653110047846891e-05,
"loss": 0.2077,
"step": 1400
},
{
"epoch": 5.0,
"grad_norm": 14.10015869140625,
"learning_rate": 1.15933014354067e-05,
"loss": 0.3859,
"step": 1425
},
{
"epoch": 5.087719298245614,
"grad_norm": 4.440461158752441,
"learning_rate": 1.1533492822966509e-05,
"loss": 0.1354,
"step": 1450
},
{
"epoch": 5.175438596491228,
"grad_norm": 17.193849563598633,
"learning_rate": 1.1473684210526317e-05,
"loss": 0.2935,
"step": 1475
},
{
"epoch": 5.2631578947368425,
"grad_norm": 1.2828125953674316,
"learning_rate": 1.1413875598086125e-05,
"loss": 0.1394,
"step": 1500
},
{
"epoch": 5.350877192982456,
"grad_norm": 4.809077262878418,
"learning_rate": 1.1354066985645934e-05,
"loss": 0.3651,
"step": 1525
},
{
"epoch": 5.43859649122807,
"grad_norm": 43.53572463989258,
"learning_rate": 1.1294258373205742e-05,
"loss": 0.1187,
"step": 1550
},
{
"epoch": 5.526315789473684,
"grad_norm": 5.647329330444336,
"learning_rate": 1.1234449760765551e-05,
"loss": 0.2719,
"step": 1575
},
{
"epoch": 5.614035087719298,
"grad_norm": 25.37187957763672,
"learning_rate": 1.117464114832536e-05,
"loss": 0.2477,
"step": 1600
},
{
"epoch": 5.701754385964913,
"grad_norm": 4.228896617889404,
"learning_rate": 1.1114832535885169e-05,
"loss": 0.3608,
"step": 1625
},
{
"epoch": 5.7894736842105265,
"grad_norm": 2.1760356426239014,
"learning_rate": 1.1055023923444977e-05,
"loss": 0.1223,
"step": 1650
},
{
"epoch": 5.87719298245614,
"grad_norm": 28.078975677490234,
"learning_rate": 1.0995215311004786e-05,
"loss": 0.3207,
"step": 1675
},
{
"epoch": 5.964912280701754,
"grad_norm": 12.583624839782715,
"learning_rate": 1.0935406698564594e-05,
"loss": 0.1094,
"step": 1700
},
{
"epoch": 6.052631578947368,
"grad_norm": 0.4104742109775543,
"learning_rate": 1.0875598086124402e-05,
"loss": 0.1937,
"step": 1725
},
{
"epoch": 6.140350877192983,
"grad_norm": 1.5135095119476318,
"learning_rate": 1.0815789473684211e-05,
"loss": 0.3113,
"step": 1750
},
{
"epoch": 6.228070175438597,
"grad_norm": 1.9227218627929688,
"learning_rate": 1.0755980861244019e-05,
"loss": 0.1179,
"step": 1775
},
{
"epoch": 6.315789473684211,
"grad_norm": 7.322267055511475,
"learning_rate": 1.0696172248803829e-05,
"loss": 0.209,
"step": 1800
},
{
"epoch": 6.4035087719298245,
"grad_norm": 2.8994693756103516,
"learning_rate": 1.0636363636363636e-05,
"loss": 0.1743,
"step": 1825
},
{
"epoch": 6.491228070175438,
"grad_norm": 21.65730857849121,
"learning_rate": 1.0576555023923446e-05,
"loss": 0.2483,
"step": 1850
},
{
"epoch": 6.578947368421053,
"grad_norm": 24.210969924926758,
"learning_rate": 1.0516746411483254e-05,
"loss": 0.1348,
"step": 1875
},
{
"epoch": 6.666666666666667,
"grad_norm": 1.589753270149231,
"learning_rate": 1.0456937799043063e-05,
"loss": 0.229,
"step": 1900
},
{
"epoch": 6.754385964912281,
"grad_norm": 3.508387327194214,
"learning_rate": 1.0397129186602871e-05,
"loss": 0.0909,
"step": 1925
},
{
"epoch": 6.842105263157895,
"grad_norm": 1.89371919631958,
"learning_rate": 1.0337320574162679e-05,
"loss": 0.1859,
"step": 1950
},
{
"epoch": 6.9298245614035086,
"grad_norm": 0.35574591159820557,
"learning_rate": 1.0277511961722489e-05,
"loss": 0.1675,
"step": 1975
},
{
"epoch": 7.017543859649122,
"grad_norm": 0.621152937412262,
"learning_rate": 1.0217703349282296e-05,
"loss": 0.1082,
"step": 2000
},
{
"epoch": 7.105263157894737,
"grad_norm": 0.5694774985313416,
"learning_rate": 1.0157894736842106e-05,
"loss": 0.0886,
"step": 2025
},
{
"epoch": 7.192982456140351,
"grad_norm": 7.276403427124023,
"learning_rate": 1.0098086124401914e-05,
"loss": 0.2697,
"step": 2050
},
{
"epoch": 7.280701754385965,
"grad_norm": 0.4015137851238251,
"learning_rate": 1.0038277511961723e-05,
"loss": 0.1301,
"step": 2075
},
{
"epoch": 7.368421052631579,
"grad_norm": 0.27876588702201843,
"learning_rate": 9.978468899521531e-06,
"loss": 0.0687,
"step": 2100
},
{
"epoch": 7.456140350877193,
"grad_norm": 7.235930442810059,
"learning_rate": 9.918660287081339e-06,
"loss": 0.0734,
"step": 2125
},
{
"epoch": 7.543859649122807,
"grad_norm": 1.6751177310943604,
"learning_rate": 9.858851674641148e-06,
"loss": 0.1574,
"step": 2150
},
{
"epoch": 7.631578947368421,
"grad_norm": 0.8539127111434937,
"learning_rate": 9.799043062200956e-06,
"loss": 0.0483,
"step": 2175
},
{
"epoch": 7.719298245614035,
"grad_norm": 0.26878660917282104,
"learning_rate": 9.739234449760766e-06,
"loss": 0.1632,
"step": 2200
},
{
"epoch": 7.807017543859649,
"grad_norm": 106.50234985351562,
"learning_rate": 9.679425837320574e-06,
"loss": 0.1156,
"step": 2225
},
{
"epoch": 7.894736842105263,
"grad_norm": 2.002487897872925,
"learning_rate": 9.619617224880383e-06,
"loss": 0.2036,
"step": 2250
},
{
"epoch": 7.982456140350877,
"grad_norm": 0.5302895307540894,
"learning_rate": 9.559808612440191e-06,
"loss": 0.1417,
"step": 2275
},
{
"epoch": 8.070175438596491,
"grad_norm": 0.314165323972702,
"learning_rate": 9.5e-06,
"loss": 0.0673,
"step": 2300
},
{
"epoch": 8.157894736842104,
"grad_norm": 0.5242946743965149,
"learning_rate": 9.440191387559808e-06,
"loss": 0.0689,
"step": 2325
},
{
"epoch": 8.24561403508772,
"grad_norm": 48.71388244628906,
"learning_rate": 9.380382775119616e-06,
"loss": 0.1863,
"step": 2350
},
{
"epoch": 8.333333333333334,
"grad_norm": 0.5670514106750488,
"learning_rate": 9.320574162679426e-06,
"loss": 0.0823,
"step": 2375
},
{
"epoch": 8.421052631578947,
"grad_norm": 0.6025238633155823,
"learning_rate": 9.260765550239234e-06,
"loss": 0.1118,
"step": 2400
},
{
"epoch": 8.508771929824562,
"grad_norm": 42.649696350097656,
"learning_rate": 9.200956937799043e-06,
"loss": 0.1333,
"step": 2425
},
{
"epoch": 8.596491228070175,
"grad_norm": 0.4079756438732147,
"learning_rate": 9.141148325358851e-06,
"loss": 0.156,
"step": 2450
},
{
"epoch": 8.68421052631579,
"grad_norm": 0.31388023495674133,
"learning_rate": 9.08133971291866e-06,
"loss": 0.2159,
"step": 2475
},
{
"epoch": 8.771929824561404,
"grad_norm": 0.2017977237701416,
"learning_rate": 9.021531100478468e-06,
"loss": 0.0936,
"step": 2500
},
{
"epoch": 8.859649122807017,
"grad_norm": 2.2358014583587646,
"learning_rate": 6.697368421052631e-06,
"loss": 0.1884,
"step": 2525
},
{
"epoch": 8.947368421052632,
"grad_norm": 0.5669077038764954,
"learning_rate": 6.615131578947369e-06,
"loss": 0.2183,
"step": 2550
},
{
"epoch": 9.035087719298245,
"grad_norm": 27.18621253967285,
"learning_rate": 6.532894736842106e-06,
"loss": 0.1232,
"step": 2575
},
{
"epoch": 9.12280701754386,
"grad_norm": 468.5591735839844,
"learning_rate": 6.450657894736842e-06,
"loss": 0.0516,
"step": 2600
},
{
"epoch": 9.210526315789474,
"grad_norm": 0.24007272720336914,
"learning_rate": 6.368421052631579e-06,
"loss": 0.0695,
"step": 2625
},
{
"epoch": 9.298245614035087,
"grad_norm": 99.38546752929688,
"learning_rate": 6.286184210526316e-06,
"loss": 0.0947,
"step": 2650
},
{
"epoch": 9.385964912280702,
"grad_norm": 3.8673267364501953,
"learning_rate": 6.203947368421053e-06,
"loss": 0.1062,
"step": 2675
},
{
"epoch": 9.473684210526315,
"grad_norm": 0.2559914290904999,
"learning_rate": 6.12171052631579e-06,
"loss": 0.0523,
"step": 2700
},
{
"epoch": 9.56140350877193,
"grad_norm": 0.12371934205293655,
"learning_rate": 6.039473684210526e-06,
"loss": 0.0495,
"step": 2725
},
{
"epoch": 9.649122807017545,
"grad_norm": 2.5249898433685303,
"learning_rate": 5.957236842105263e-06,
"loss": 0.1678,
"step": 2750
},
{
"epoch": 9.736842105263158,
"grad_norm": 0.2619442939758301,
"learning_rate": 5.8750000000000005e-06,
"loss": 0.0534,
"step": 2775
},
{
"epoch": 9.824561403508772,
"grad_norm": 1.3705483675003052,
"learning_rate": 5.792763157894737e-06,
"loss": 0.1326,
"step": 2800
},
{
"epoch": 9.912280701754385,
"grad_norm": 74.48184967041016,
"learning_rate": 5.710526315789474e-06,
"loss": 0.1795,
"step": 2825
},
{
"epoch": 10.0,
"grad_norm": 79.78992462158203,
"learning_rate": 5.6282894736842106e-06,
"loss": 0.092,
"step": 2850
},
{
"epoch": 10.087719298245615,
"grad_norm": 0.5286645889282227,
"learning_rate": 5.546052631578947e-06,
"loss": 0.0418,
"step": 2875
},
{
"epoch": 10.175438596491228,
"grad_norm": 109.82157135009766,
"learning_rate": 5.463815789473684e-06,
"loss": 0.193,
"step": 2900
},
{
"epoch": 10.263157894736842,
"grad_norm": 3.963012933731079,
"learning_rate": 5.3815789473684215e-06,
"loss": 0.0897,
"step": 2925
},
{
"epoch": 10.350877192982455,
"grad_norm": 0.41540616750717163,
"learning_rate": 5.299342105263158e-06,
"loss": 0.1723,
"step": 2950
},
{
"epoch": 10.43859649122807,
"grad_norm": 5.900774002075195,
"learning_rate": 5.217105263157895e-06,
"loss": 0.0784,
"step": 2975
},
{
"epoch": 10.526315789473685,
"grad_norm": 12.152785301208496,
"learning_rate": 5.1348684210526315e-06,
"loss": 0.1186,
"step": 3000
},
{
"epoch": 10.614035087719298,
"grad_norm": 0.21494676172733307,
"learning_rate": 3.6315789473684213e-06,
"loss": 0.0358,
"step": 3025
},
{
"epoch": 10.701754385964913,
"grad_norm": 90.48876953125,
"learning_rate": 3.537593984962406e-06,
"loss": 0.0471,
"step": 3050
},
{
"epoch": 10.789473684210526,
"grad_norm": 0.23261310160160065,
"learning_rate": 3.4436090225563912e-06,
"loss": 0.0276,
"step": 3075
},
{
"epoch": 10.87719298245614,
"grad_norm": 0.782564640045166,
"learning_rate": 3.349624060150376e-06,
"loss": 0.0718,
"step": 3100
},
{
"epoch": 10.964912280701755,
"grad_norm": 0.33198878169059753,
"learning_rate": 3.255639097744361e-06,
"loss": 0.0564,
"step": 3125
},
{
"epoch": 11.052631578947368,
"grad_norm": 0.14864841103553772,
"learning_rate": 3.161654135338346e-06,
"loss": 0.0508,
"step": 3150
},
{
"epoch": 11.140350877192983,
"grad_norm": 0.1588129848241806,
"learning_rate": 3.067669172932331e-06,
"loss": 0.1641,
"step": 3175
},
{
"epoch": 11.228070175438596,
"grad_norm": 0.6562497019767761,
"learning_rate": 2.973684210526316e-06,
"loss": 0.0544,
"step": 3200
},
{
"epoch": 11.31578947368421,
"grad_norm": 0.3608649969100952,
"learning_rate": 2.879699248120301e-06,
"loss": 0.0391,
"step": 3225
},
{
"epoch": 11.403508771929825,
"grad_norm": 20.602819442749023,
"learning_rate": 2.785714285714286e-06,
"loss": 0.0338,
"step": 3250
},
{
"epoch": 11.491228070175438,
"grad_norm": 157.23171997070312,
"learning_rate": 2.691729323308271e-06,
"loss": 0.0771,
"step": 3275
},
{
"epoch": 11.578947368421053,
"grad_norm": 0.22338764369487762,
"learning_rate": 2.597744360902256e-06,
"loss": 0.1187,
"step": 3300
},
{
"epoch": 11.666666666666666,
"grad_norm": 57.78382110595703,
"learning_rate": 2.503759398496241e-06,
"loss": 0.0165,
"step": 3325
},
{
"epoch": 11.75438596491228,
"grad_norm": 7.400601863861084,
"learning_rate": 2.4097744360902257e-06,
"loss": 0.0092,
"step": 3350
},
{
"epoch": 11.842105263157894,
"grad_norm": 0.18190287053585052,
"learning_rate": 2.3157894736842105e-06,
"loss": 0.1059,
"step": 3375
},
{
"epoch": 11.929824561403509,
"grad_norm": 0.1269238144159317,
"learning_rate": 2.2218045112781957e-06,
"loss": 0.0571,
"step": 3400
},
{
"epoch": 12.017543859649123,
"grad_norm": 0.10843072831630707,
"learning_rate": 2.1278195488721805e-06,
"loss": 0.1341,
"step": 3425
},
{
"epoch": 12.105263157894736,
"grad_norm": 0.7199507355690002,
"learning_rate": 2.0338345864661656e-06,
"loss": 0.0063,
"step": 3450
},
{
"epoch": 12.192982456140351,
"grad_norm": 0.19009971618652344,
"learning_rate": 1.9398496240601504e-06,
"loss": 0.054,
"step": 3475
},
{
"epoch": 12.280701754385966,
"grad_norm": 0.18020951747894287,
"learning_rate": 1.8458646616541354e-06,
"loss": 0.0148,
"step": 3500
},
{
"epoch": 12.368421052631579,
"grad_norm": 0.2494085282087326,
"learning_rate": 6.569377990430622e-06,
"loss": 0.1168,
"step": 3525
},
{
"epoch": 12.456140350877194,
"grad_norm": 0.16571170091629028,
"learning_rate": 6.509569377990431e-06,
"loss": 0.0482,
"step": 3550
},
{
"epoch": 12.543859649122806,
"grad_norm": 0.10973577946424484,
"learning_rate": 6.44976076555024e-06,
"loss": 0.1372,
"step": 3575
},
{
"epoch": 12.631578947368421,
"grad_norm": 0.14920943975448608,
"learning_rate": 6.389952153110048e-06,
"loss": 0.0791,
"step": 3600
},
{
"epoch": 12.719298245614034,
"grad_norm": 4.5087504386901855,
"learning_rate": 6.330143540669857e-06,
"loss": 0.1614,
"step": 3625
},
{
"epoch": 12.807017543859649,
"grad_norm": 0.11903402209281921,
"learning_rate": 6.270334928229666e-06,
"loss": 0.0082,
"step": 3650
},
{
"epoch": 12.894736842105264,
"grad_norm": 0.24349439144134521,
"learning_rate": 6.210526315789474e-06,
"loss": 0.1936,
"step": 3675
},
{
"epoch": 12.982456140350877,
"grad_norm": 146.2913360595703,
"learning_rate": 6.150717703349282e-06,
"loss": 0.1465,
"step": 3700
},
{
"epoch": 13.070175438596491,
"grad_norm": 88.66224670410156,
"learning_rate": 6.090909090909091e-06,
"loss": 0.0751,
"step": 3725
},
{
"epoch": 13.157894736842104,
"grad_norm": 0.11558452993631363,
"learning_rate": 6.0311004784689e-06,
"loss": 0.0652,
"step": 3750
},
{
"epoch": 13.24561403508772,
"grad_norm": 3.1845107078552246,
"learning_rate": 5.971291866028708e-06,
"loss": 0.0969,
"step": 3775
},
{
"epoch": 13.333333333333334,
"grad_norm": 0.5500511527061462,
"learning_rate": 5.911483253588517e-06,
"loss": 0.107,
"step": 3800
},
{
"epoch": 13.421052631578947,
"grad_norm": 0.08417954295873642,
"learning_rate": 5.851674641148326e-06,
"loss": 0.0165,
"step": 3825
},
{
"epoch": 13.508771929824562,
"grad_norm": 0.0910855233669281,
"learning_rate": 5.791866028708134e-06,
"loss": 0.1326,
"step": 3850
},
{
"epoch": 13.596491228070175,
"grad_norm": 65.31088256835938,
"learning_rate": 5.732057416267942e-06,
"loss": 0.0365,
"step": 3875
},
{
"epoch": 13.68421052631579,
"grad_norm": 0.09439278393983841,
"learning_rate": 5.672248803827751e-06,
"loss": 0.0784,
"step": 3900
},
{
"epoch": 13.771929824561404,
"grad_norm": 0.17843316495418549,
"learning_rate": 5.6124401913875595e-06,
"loss": 0.0232,
"step": 3925
},
{
"epoch": 13.859649122807017,
"grad_norm": 0.16249841451644897,
"learning_rate": 5.552631578947368e-06,
"loss": 0.0107,
"step": 3950
},
{
"epoch": 13.947368421052632,
"grad_norm": 0.545814573764801,
"learning_rate": 5.492822966507177e-06,
"loss": 0.0947,
"step": 3975
},
{
"epoch": 14.035087719298245,
"grad_norm": 0.7138233184814453,
"learning_rate": 5.433014354066986e-06,
"loss": 0.1812,
"step": 4000
},
{
"epoch": 14.12280701754386,
"grad_norm": 381.4528503417969,
"learning_rate": 5.373205741626794e-06,
"loss": 0.0399,
"step": 4025
},
{
"epoch": 14.210526315789474,
"grad_norm": 0.053043171763420105,
"learning_rate": 5.313397129186603e-06,
"loss": 0.1249,
"step": 4050
},
{
"epoch": 14.298245614035087,
"grad_norm": 1.4563120603561401,
"learning_rate": 5.253588516746412e-06,
"loss": 0.0361,
"step": 4075
},
{
"epoch": 14.385964912280702,
"grad_norm": 0.06027642637491226,
"learning_rate": 5.19377990430622e-06,
"loss": 0.0799,
"step": 4100
},
{
"epoch": 14.473684210526315,
"grad_norm": 0.11955183744430542,
"learning_rate": 5.133971291866029e-06,
"loss": 0.2006,
"step": 4125
},
{
"epoch": 14.56140350877193,
"grad_norm": 0.07738160341978073,
"learning_rate": 5.074162679425838e-06,
"loss": 0.16,
"step": 4150
},
{
"epoch": 14.649122807017545,
"grad_norm": 28.58780860900879,
"learning_rate": 5.014354066985646e-06,
"loss": 0.0675,
"step": 4175
},
{
"epoch": 14.736842105263158,
"grad_norm": 0.08654920011758804,
"learning_rate": 4.954545454545455e-06,
"loss": 0.0584,
"step": 4200
},
{
"epoch": 14.824561403508772,
"grad_norm": 0.1421671062707901,
"learning_rate": 4.894736842105264e-06,
"loss": 0.0049,
"step": 4225
},
{
"epoch": 14.912280701754385,
"grad_norm": 0.23447291553020477,
"learning_rate": 4.834928229665072e-06,
"loss": 0.0122,
"step": 4250
},
{
"epoch": 15.0,
"grad_norm": 54.224788665771484,
"learning_rate": 4.775119617224881e-06,
"loss": 0.0921,
"step": 4275
},
{
"epoch": 15.087719298245615,
"grad_norm": 0.08427131175994873,
"learning_rate": 4.715311004784689e-06,
"loss": 0.0061,
"step": 4300
},
{
"epoch": 15.175438596491228,
"grad_norm": 0.232700914144516,
"learning_rate": 4.6555023923444975e-06,
"loss": 0.1011,
"step": 4325
},
{
"epoch": 15.263157894736842,
"grad_norm": 0.09075941890478134,
"learning_rate": 4.595693779904306e-06,
"loss": 0.0419,
"step": 4350
},
{
"epoch": 15.350877192982455,
"grad_norm": 0.20714852213859558,
"learning_rate": 4.535885167464115e-06,
"loss": 0.1786,
"step": 4375
},
{
"epoch": 15.43859649122807,
"grad_norm": 0.07586350291967392,
"learning_rate": 4.476076555023924e-06,
"loss": 0.0314,
"step": 4400
},
{
"epoch": 15.526315789473685,
"grad_norm": 0.29287371039390564,
"learning_rate": 4.416267942583732e-06,
"loss": 0.0635,
"step": 4425
},
{
"epoch": 15.614035087719298,
"grad_norm": 50.64339065551758,
"learning_rate": 4.356459330143541e-06,
"loss": 0.0854,
"step": 4450
},
{
"epoch": 15.701754385964913,
"grad_norm": 0.12661752104759216,
"learning_rate": 4.29665071770335e-06,
"loss": 0.1378,
"step": 4475
},
{
"epoch": 15.789473684210526,
"grad_norm": 2.418790340423584,
"learning_rate": 4.2368421052631575e-06,
"loss": 0.0325,
"step": 4500
},
{
"epoch": 15.87719298245614,
"grad_norm": 231.30796813964844,
"learning_rate": 4.177033492822966e-06,
"loss": 0.1398,
"step": 4525
},
{
"epoch": 15.964912280701755,
"grad_norm": 0.23073101043701172,
"learning_rate": 4.117224880382775e-06,
"loss": 0.0237,
"step": 4550
},
{
"epoch": 16.05263157894737,
"grad_norm": 0.044060900807380676,
"learning_rate": 4.0574162679425835e-06,
"loss": 0.0074,
"step": 4575
},
{
"epoch": 16.140350877192983,
"grad_norm": 1.4264813661575317,
"learning_rate": 3.997607655502392e-06,
"loss": 0.025,
"step": 4600
},
{
"epoch": 16.228070175438596,
"grad_norm": 0.41092243790626526,
"learning_rate": 3.937799043062201e-06,
"loss": 0.0049,
"step": 4625
},
{
"epoch": 16.31578947368421,
"grad_norm": 3.6420750617980957,
"learning_rate": 3.8779904306220095e-06,
"loss": 0.0491,
"step": 4650
},
{
"epoch": 16.403508771929825,
"grad_norm": 0.08417033404111862,
"learning_rate": 3.818181818181818e-06,
"loss": 0.003,
"step": 4675
},
{
"epoch": 16.49122807017544,
"grad_norm": 0.41752633452415466,
"learning_rate": 3.7583732057416273e-06,
"loss": 0.0649,
"step": 4700
},
{
"epoch": 16.57894736842105,
"grad_norm": 0.04892294108867645,
"learning_rate": 3.6985645933014356e-06,
"loss": 0.1577,
"step": 4725
},
{
"epoch": 16.666666666666668,
"grad_norm": 0.07886885106563568,
"learning_rate": 3.6387559808612442e-06,
"loss": 0.1133,
"step": 4750
},
{
"epoch": 16.75438596491228,
"grad_norm": 202.08302307128906,
"learning_rate": 3.5789473684210525e-06,
"loss": 0.0151,
"step": 4775
},
{
"epoch": 16.842105263157894,
"grad_norm": 77.71251678466797,
"learning_rate": 3.519138755980861e-06,
"loss": 0.0644,
"step": 4800
},
{
"epoch": 16.92982456140351,
"grad_norm": 0.04525836929678917,
"learning_rate": 3.45933014354067e-06,
"loss": 0.0283,
"step": 4825
},
{
"epoch": 17.017543859649123,
"grad_norm": 0.035384029150009155,
"learning_rate": 3.399521531100479e-06,
"loss": 0.0431,
"step": 4850
},
{
"epoch": 17.105263157894736,
"grad_norm": 0.05048861354589462,
"learning_rate": 3.339712918660287e-06,
"loss": 0.0358,
"step": 4875
},
{
"epoch": 17.19298245614035,
"grad_norm": 0.1347443163394928,
"learning_rate": 3.279904306220096e-06,
"loss": 0.0206,
"step": 4900
},
{
"epoch": 17.280701754385966,
"grad_norm": 252.46458435058594,
"learning_rate": 3.2200956937799046e-06,
"loss": 0.0804,
"step": 4925
},
{
"epoch": 17.36842105263158,
"grad_norm": 0.05461292341351509,
"learning_rate": 3.1602870813397132e-06,
"loss": 0.0784,
"step": 4950
},
{
"epoch": 17.45614035087719,
"grad_norm": 2.0001866817474365,
"learning_rate": 3.1004784688995215e-06,
"loss": 0.0947,
"step": 4975
},
{
"epoch": 17.54385964912281,
"grad_norm": 0.04590539261698723,
"learning_rate": 3.04066985645933e-06,
"loss": 0.075,
"step": 5000
},
{
"epoch": 17.63157894736842,
"grad_norm": 0.04810748249292374,
"learning_rate": 2.980861244019139e-06,
"loss": 0.0342,
"step": 5025
},
{
"epoch": 17.719298245614034,
"grad_norm": 0.8750467896461487,
"learning_rate": 2.9210526315789475e-06,
"loss": 0.0618,
"step": 5050
},
{
"epoch": 17.80701754385965,
"grad_norm": 56.14554977416992,
"learning_rate": 2.8612440191387558e-06,
"loss": 0.026,
"step": 5075
},
{
"epoch": 17.894736842105264,
"grad_norm": 0.8380083441734314,
"learning_rate": 2.8014354066985645e-06,
"loss": 0.0135,
"step": 5100
},
{
"epoch": 17.982456140350877,
"grad_norm": 0.08012706786394119,
"learning_rate": 2.741626794258373e-06,
"loss": 0.0586,
"step": 5125
},
{
"epoch": 18.07017543859649,
"grad_norm": 1.2549360990524292,
"learning_rate": 2.6818181818181822e-06,
"loss": 0.0047,
"step": 5150
},
{
"epoch": 18.157894736842106,
"grad_norm": 0.03993632644414902,
"learning_rate": 2.6220095693779905e-06,
"loss": 0.0869,
"step": 5175
},
{
"epoch": 18.24561403508772,
"grad_norm": 62.21980285644531,
"learning_rate": 2.562200956937799e-06,
"loss": 0.0987,
"step": 5200
},
{
"epoch": 18.333333333333332,
"grad_norm": 0.10092537105083466,
"learning_rate": 2.502392344497608e-06,
"loss": 0.1554,
"step": 5225
},
{
"epoch": 18.42105263157895,
"grad_norm": 0.7630422115325928,
"learning_rate": 2.4425837320574165e-06,
"loss": 0.0522,
"step": 5250
},
{
"epoch": 18.50877192982456,
"grad_norm": 62.42081069946289,
"learning_rate": 2.382775119617225e-06,
"loss": 0.0298,
"step": 5275
},
{
"epoch": 18.596491228070175,
"grad_norm": 0.046070296317338943,
"learning_rate": 2.3229665071770335e-06,
"loss": 0.1207,
"step": 5300
},
{
"epoch": 18.68421052631579,
"grad_norm": 0.04533836990594864,
"learning_rate": 2.263157894736842e-06,
"loss": 0.146,
"step": 5325
},
{
"epoch": 18.771929824561404,
"grad_norm": 0.03193026781082153,
"learning_rate": 2.203349282296651e-06,
"loss": 0.0106,
"step": 5350
},
{
"epoch": 18.859649122807017,
"grad_norm": 0.03594537451863289,
"learning_rate": 2.143540669856459e-06,
"loss": 0.0266,
"step": 5375
},
{
"epoch": 18.94736842105263,
"grad_norm": 0.07382319122552872,
"learning_rate": 2.0837320574162678e-06,
"loss": 0.0954,
"step": 5400
},
{
"epoch": 19.035087719298247,
"grad_norm": 0.0792032852768898,
"learning_rate": 2.0239234449760764e-06,
"loss": 0.0871,
"step": 5425
},
{
"epoch": 19.12280701754386,
"grad_norm": 0.06994396448135376,
"learning_rate": 1.9641148325358855e-06,
"loss": 0.0092,
"step": 5450
},
{
"epoch": 19.210526315789473,
"grad_norm": 36.98837661743164,
"learning_rate": 1.904306220095694e-06,
"loss": 0.1442,
"step": 5475
},
{
"epoch": 19.29824561403509,
"grad_norm": 0.11950813978910446,
"learning_rate": 1.8444976076555023e-06,
"loss": 0.0344,
"step": 5500
},
{
"epoch": 19.385964912280702,
"grad_norm": 0.053549814969301224,
"learning_rate": 1.7846889952153112e-06,
"loss": 0.0609,
"step": 5525
},
{
"epoch": 19.473684210526315,
"grad_norm": 0.05915123224258423,
"learning_rate": 1.7248803827751196e-06,
"loss": 0.0212,
"step": 5550
},
{
"epoch": 19.56140350877193,
"grad_norm": 0.03509140759706497,
"learning_rate": 1.6650717703349283e-06,
"loss": 0.0019,
"step": 5575
},
{
"epoch": 19.649122807017545,
"grad_norm": 0.04774395003914833,
"learning_rate": 1.605263157894737e-06,
"loss": 0.032,
"step": 5600
},
{
"epoch": 19.736842105263158,
"grad_norm": 0.1909104436635971,
"learning_rate": 1.5454545454545454e-06,
"loss": 0.0351,
"step": 5625
},
{
"epoch": 19.82456140350877,
"grad_norm": 0.11199568212032318,
"learning_rate": 1.4856459330143541e-06,
"loss": 0.0268,
"step": 5650
},
{
"epoch": 19.912280701754387,
"grad_norm": 17.852022171020508,
"learning_rate": 1.4258373205741628e-06,
"loss": 0.0397,
"step": 5675
},
{
"epoch": 20.0,
"grad_norm": 0.18822583556175232,
"learning_rate": 1.3660287081339715e-06,
"loss": 0.0541,
"step": 5700
},
{
"epoch": 20.087719298245613,
"grad_norm": 50.338890075683594,
"learning_rate": 1.30622009569378e-06,
"loss": 0.016,
"step": 5725
},
{
"epoch": 20.17543859649123,
"grad_norm": 0.05340347811579704,
"learning_rate": 1.2464114832535886e-06,
"loss": 0.0084,
"step": 5750
},
{
"epoch": 20.263157894736842,
"grad_norm": 0.04629586637020111,
"learning_rate": 1.186602870813397e-06,
"loss": 0.0356,
"step": 5775
},
{
"epoch": 20.350877192982455,
"grad_norm": 0.9073031544685364,
"learning_rate": 1.1267942583732058e-06,
"loss": 0.0786,
"step": 5800
},
{
"epoch": 20.43859649122807,
"grad_norm": 10.095131874084473,
"learning_rate": 1.0669856459330144e-06,
"loss": 0.0419,
"step": 5825
},
{
"epoch": 20.526315789473685,
"grad_norm": 0.16011740267276764,
"learning_rate": 1.0071770334928231e-06,
"loss": 0.0653,
"step": 5850
},
{
"epoch": 20.614035087719298,
"grad_norm": 0.18243364989757538,
"learning_rate": 9.473684210526316e-07,
"loss": 0.0015,
"step": 5875
},
{
"epoch": 20.70175438596491,
"grad_norm": 0.14108963310718536,
"learning_rate": 8.875598086124402e-07,
"loss": 0.0817,
"step": 5900
},
{
"epoch": 20.789473684210527,
"grad_norm": 0.03629032149910927,
"learning_rate": 8.277511961722487e-07,
"loss": 0.002,
"step": 5925
},
{
"epoch": 20.87719298245614,
"grad_norm": 21.195932388305664,
"learning_rate": 7.679425837320574e-07,
"loss": 0.1265,
"step": 5950
},
{
"epoch": 20.964912280701753,
"grad_norm": 0.036704275757074356,
"learning_rate": 7.081339712918661e-07,
"loss": 0.0369,
"step": 5975
},
{
"epoch": 21.05263157894737,
"grad_norm": 327.310791015625,
"learning_rate": 6.483253588516747e-07,
"loss": 0.0288,
"step": 6000
}
],
"logging_steps": 25,
"max_steps": 6270,
"num_input_tokens_seen": 0,
"num_train_epochs": 22,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1.6186141004321981e+18,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}