lesso01's picture
Training in progress, step 100, checkpoint
1abeeb8 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.009961647656522389,
"eval_steps": 9,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 9.961647656522389e-05,
"grad_norm": 0.361257940530777,
"learning_rate": 1e-05,
"loss": 1.612,
"step": 1
},
{
"epoch": 9.961647656522389e-05,
"eval_loss": 1.0737022161483765,
"eval_runtime": 882.3097,
"eval_samples_per_second": 9.582,
"eval_steps_per_second": 1.198,
"step": 1
},
{
"epoch": 0.00019923295313044778,
"grad_norm": 0.46103528141975403,
"learning_rate": 2e-05,
"loss": 2.0592,
"step": 2
},
{
"epoch": 0.0002988494296956717,
"grad_norm": 0.4550243616104126,
"learning_rate": 3e-05,
"loss": 2.2149,
"step": 3
},
{
"epoch": 0.00039846590626089557,
"grad_norm": 0.4841668903827667,
"learning_rate": 4e-05,
"loss": 2.2257,
"step": 4
},
{
"epoch": 0.0004980823828261194,
"grad_norm": 0.6147142648696899,
"learning_rate": 5e-05,
"loss": 2.3121,
"step": 5
},
{
"epoch": 0.0005976988593913434,
"grad_norm": 0.5650891661643982,
"learning_rate": 6e-05,
"loss": 2.3506,
"step": 6
},
{
"epoch": 0.0006973153359565673,
"grad_norm": 0.4558981657028198,
"learning_rate": 7e-05,
"loss": 1.8125,
"step": 7
},
{
"epoch": 0.0007969318125217911,
"grad_norm": 0.5769819617271423,
"learning_rate": 8e-05,
"loss": 2.1857,
"step": 8
},
{
"epoch": 0.000896548289087015,
"grad_norm": 0.7398414611816406,
"learning_rate": 9e-05,
"loss": 2.2563,
"step": 9
},
{
"epoch": 0.000896548289087015,
"eval_loss": 1.0244592428207397,
"eval_runtime": 882.8001,
"eval_samples_per_second": 9.576,
"eval_steps_per_second": 1.197,
"step": 9
},
{
"epoch": 0.0009961647656522388,
"grad_norm": 0.727397084236145,
"learning_rate": 0.0001,
"loss": 2.3204,
"step": 10
},
{
"epoch": 0.0010957812422174628,
"grad_norm": 0.6757255792617798,
"learning_rate": 9.99695413509548e-05,
"loss": 1.9631,
"step": 11
},
{
"epoch": 0.0011953977187826868,
"grad_norm": 0.8596791625022888,
"learning_rate": 9.987820251299122e-05,
"loss": 2.0066,
"step": 12
},
{
"epoch": 0.0012950141953479105,
"grad_norm": 0.7441974878311157,
"learning_rate": 9.972609476841367e-05,
"loss": 1.985,
"step": 13
},
{
"epoch": 0.0013946306719131345,
"grad_norm": 0.7234380841255188,
"learning_rate": 9.951340343707852e-05,
"loss": 2.0265,
"step": 14
},
{
"epoch": 0.0014942471484783583,
"grad_norm": 1.2355715036392212,
"learning_rate": 9.924038765061042e-05,
"loss": 1.9902,
"step": 15
},
{
"epoch": 0.0015938636250435823,
"grad_norm": 1.37369704246521,
"learning_rate": 9.890738003669029e-05,
"loss": 2.0392,
"step": 16
},
{
"epoch": 0.001693480101608806,
"grad_norm": 1.1652811765670776,
"learning_rate": 9.851478631379982e-05,
"loss": 1.8477,
"step": 17
},
{
"epoch": 0.00179309657817403,
"grad_norm": 0.8481112718582153,
"learning_rate": 9.806308479691595e-05,
"loss": 1.7533,
"step": 18
},
{
"epoch": 0.00179309657817403,
"eval_loss": 0.8560749292373657,
"eval_runtime": 884.1446,
"eval_samples_per_second": 9.562,
"eval_steps_per_second": 1.196,
"step": 18
},
{
"epoch": 0.0018927130547392538,
"grad_norm": 0.7027485370635986,
"learning_rate": 9.755282581475769e-05,
"loss": 1.5919,
"step": 19
},
{
"epoch": 0.0019923295313044776,
"grad_norm": 0.7844833731651306,
"learning_rate": 9.698463103929542e-05,
"loss": 1.5656,
"step": 20
},
{
"epoch": 0.0020919460078697018,
"grad_norm": 0.9267317056655884,
"learning_rate": 9.635919272833938e-05,
"loss": 1.5338,
"step": 21
},
{
"epoch": 0.0021915624844349255,
"grad_norm": 0.9367462992668152,
"learning_rate": 9.567727288213005e-05,
"loss": 1.6593,
"step": 22
},
{
"epoch": 0.0022911789610001493,
"grad_norm": 0.7053329348564148,
"learning_rate": 9.493970231495835e-05,
"loss": 1.417,
"step": 23
},
{
"epoch": 0.0023907954375653735,
"grad_norm": 0.6589796543121338,
"learning_rate": 9.414737964294636e-05,
"loss": 1.4356,
"step": 24
},
{
"epoch": 0.0024904119141305973,
"grad_norm": 0.7963542342185974,
"learning_rate": 9.330127018922194e-05,
"loss": 1.5551,
"step": 25
},
{
"epoch": 0.002590028390695821,
"grad_norm": 0.7066437602043152,
"learning_rate": 9.24024048078213e-05,
"loss": 1.5937,
"step": 26
},
{
"epoch": 0.002689644867261045,
"grad_norm": 0.684407651424408,
"learning_rate": 9.145187862775209e-05,
"loss": 1.4366,
"step": 27
},
{
"epoch": 0.002689644867261045,
"eval_loss": 0.8160959482192993,
"eval_runtime": 883.6722,
"eval_samples_per_second": 9.567,
"eval_steps_per_second": 1.196,
"step": 27
},
{
"epoch": 0.002789261343826269,
"grad_norm": 0.7681823372840881,
"learning_rate": 9.045084971874738e-05,
"loss": 1.4063,
"step": 28
},
{
"epoch": 0.002888877820391493,
"grad_norm": 0.7006301879882812,
"learning_rate": 8.940053768033609e-05,
"loss": 1.2299,
"step": 29
},
{
"epoch": 0.0029884942969567166,
"grad_norm": 0.8284811973571777,
"learning_rate": 8.83022221559489e-05,
"loss": 1.7102,
"step": 30
},
{
"epoch": 0.0030881107735219403,
"grad_norm": 0.8312244415283203,
"learning_rate": 8.715724127386972e-05,
"loss": 1.4079,
"step": 31
},
{
"epoch": 0.0031877272500871645,
"grad_norm": 0.6091031432151794,
"learning_rate": 8.596699001693255e-05,
"loss": 1.2915,
"step": 32
},
{
"epoch": 0.0032873437266523883,
"grad_norm": 0.7346383929252625,
"learning_rate": 8.473291852294987e-05,
"loss": 1.4389,
"step": 33
},
{
"epoch": 0.003386960203217612,
"grad_norm": 0.8104448914527893,
"learning_rate": 8.345653031794292e-05,
"loss": 1.65,
"step": 34
},
{
"epoch": 0.0034865766797828363,
"grad_norm": 0.9100492596626282,
"learning_rate": 8.213938048432697e-05,
"loss": 1.857,
"step": 35
},
{
"epoch": 0.00358619315634806,
"grad_norm": 0.6399231553077698,
"learning_rate": 8.07830737662829e-05,
"loss": 1.803,
"step": 36
},
{
"epoch": 0.00358619315634806,
"eval_loss": 0.7986570596694946,
"eval_runtime": 883.7392,
"eval_samples_per_second": 9.566,
"eval_steps_per_second": 1.196,
"step": 36
},
{
"epoch": 0.003685809632913284,
"grad_norm": 0.6590905785560608,
"learning_rate": 7.938926261462366e-05,
"loss": 1.5133,
"step": 37
},
{
"epoch": 0.0037854261094785076,
"grad_norm": 0.7415932416915894,
"learning_rate": 7.795964517353735e-05,
"loss": 1.6611,
"step": 38
},
{
"epoch": 0.0038850425860437318,
"grad_norm": 0.9437408447265625,
"learning_rate": 7.649596321166024e-05,
"loss": 1.8239,
"step": 39
},
{
"epoch": 0.003984659062608955,
"grad_norm": 0.7338345050811768,
"learning_rate": 7.500000000000001e-05,
"loss": 1.5454,
"step": 40
},
{
"epoch": 0.004084275539174179,
"grad_norm": 0.6436401605606079,
"learning_rate": 7.347357813929454e-05,
"loss": 1.6553,
"step": 41
},
{
"epoch": 0.0041838920157394035,
"grad_norm": 0.6931898593902588,
"learning_rate": 7.191855733945387e-05,
"loss": 1.7065,
"step": 42
},
{
"epoch": 0.004283508492304627,
"grad_norm": 0.6704197525978088,
"learning_rate": 7.033683215379002e-05,
"loss": 1.4526,
"step": 43
},
{
"epoch": 0.004383124968869851,
"grad_norm": 0.6947505474090576,
"learning_rate": 6.873032967079561e-05,
"loss": 1.6123,
"step": 44
},
{
"epoch": 0.004482741445435075,
"grad_norm": 0.7843073010444641,
"learning_rate": 6.710100716628344e-05,
"loss": 1.562,
"step": 45
},
{
"epoch": 0.004482741445435075,
"eval_loss": 0.7821637392044067,
"eval_runtime": 884.1235,
"eval_samples_per_second": 9.562,
"eval_steps_per_second": 1.196,
"step": 45
},
{
"epoch": 0.004582357922000299,
"grad_norm": 0.7678735852241516,
"learning_rate": 6.545084971874738e-05,
"loss": 1.6434,
"step": 46
},
{
"epoch": 0.004681974398565523,
"grad_norm": 0.6877706050872803,
"learning_rate": 6.378186779084995e-05,
"loss": 1.4048,
"step": 47
},
{
"epoch": 0.004781590875130747,
"grad_norm": 0.584237813949585,
"learning_rate": 6.209609477998338e-05,
"loss": 1.3832,
"step": 48
},
{
"epoch": 0.00488120735169597,
"grad_norm": 0.8516788482666016,
"learning_rate": 6.0395584540887963e-05,
"loss": 1.8079,
"step": 49
},
{
"epoch": 0.0049808238282611945,
"grad_norm": 0.7160507440567017,
"learning_rate": 5.868240888334653e-05,
"loss": 1.6585,
"step": 50
},
{
"epoch": 0.005080440304826418,
"grad_norm": 0.7930417060852051,
"learning_rate": 5.695865504800327e-05,
"loss": 1.6369,
"step": 51
},
{
"epoch": 0.005180056781391642,
"grad_norm": 0.7871742844581604,
"learning_rate": 5.522642316338268e-05,
"loss": 1.5534,
"step": 52
},
{
"epoch": 0.005279673257956866,
"grad_norm": 0.6670714020729065,
"learning_rate": 5.348782368720626e-05,
"loss": 1.3054,
"step": 53
},
{
"epoch": 0.00537928973452209,
"grad_norm": 1.0112168788909912,
"learning_rate": 5.174497483512506e-05,
"loss": 1.7332,
"step": 54
},
{
"epoch": 0.00537928973452209,
"eval_loss": 0.7755426168441772,
"eval_runtime": 883.8228,
"eval_samples_per_second": 9.565,
"eval_steps_per_second": 1.196,
"step": 54
},
{
"epoch": 0.005478906211087314,
"grad_norm": 0.6689745783805847,
"learning_rate": 5e-05,
"loss": 1.4189,
"step": 55
},
{
"epoch": 0.005578522687652538,
"grad_norm": 0.7754594087600708,
"learning_rate": 4.825502516487497e-05,
"loss": 1.7382,
"step": 56
},
{
"epoch": 0.005678139164217761,
"grad_norm": 0.6562862396240234,
"learning_rate": 4.6512176312793736e-05,
"loss": 1.4483,
"step": 57
},
{
"epoch": 0.005777755640782986,
"grad_norm": 0.746115505695343,
"learning_rate": 4.477357683661734e-05,
"loss": 1.7187,
"step": 58
},
{
"epoch": 0.00587737211734821,
"grad_norm": 0.7487801909446716,
"learning_rate": 4.3041344951996746e-05,
"loss": 1.7661,
"step": 59
},
{
"epoch": 0.005976988593913433,
"grad_norm": 1.057198405265808,
"learning_rate": 4.131759111665349e-05,
"loss": 1.6956,
"step": 60
},
{
"epoch": 0.006076605070478657,
"grad_norm": 0.7863832712173462,
"learning_rate": 3.960441545911204e-05,
"loss": 1.4371,
"step": 61
},
{
"epoch": 0.006176221547043881,
"grad_norm": 0.6938728094100952,
"learning_rate": 3.790390522001662e-05,
"loss": 1.4175,
"step": 62
},
{
"epoch": 0.006275838023609105,
"grad_norm": 0.9374027848243713,
"learning_rate": 3.6218132209150045e-05,
"loss": 1.5811,
"step": 63
},
{
"epoch": 0.006275838023609105,
"eval_loss": 0.7708137631416321,
"eval_runtime": 882.9759,
"eval_samples_per_second": 9.574,
"eval_steps_per_second": 1.197,
"step": 63
},
{
"epoch": 0.006375454500174329,
"grad_norm": 0.773817777633667,
"learning_rate": 3.4549150281252636e-05,
"loss": 1.5926,
"step": 64
},
{
"epoch": 0.006475070976739552,
"grad_norm": 0.7217618227005005,
"learning_rate": 3.289899283371657e-05,
"loss": 1.3551,
"step": 65
},
{
"epoch": 0.006574687453304777,
"grad_norm": 0.692355751991272,
"learning_rate": 3.12696703292044e-05,
"loss": 1.4498,
"step": 66
},
{
"epoch": 0.006674303929870001,
"grad_norm": 0.8275511860847473,
"learning_rate": 2.9663167846209998e-05,
"loss": 1.781,
"step": 67
},
{
"epoch": 0.006773920406435224,
"grad_norm": 0.8264217376708984,
"learning_rate": 2.8081442660546125e-05,
"loss": 1.7358,
"step": 68
},
{
"epoch": 0.006873536883000448,
"grad_norm": 0.76736980676651,
"learning_rate": 2.6526421860705473e-05,
"loss": 1.8331,
"step": 69
},
{
"epoch": 0.0069731533595656725,
"grad_norm": 0.7246225476264954,
"learning_rate": 2.500000000000001e-05,
"loss": 1.5015,
"step": 70
},
{
"epoch": 0.007072769836130896,
"grad_norm": 0.8643390536308289,
"learning_rate": 2.350403678833976e-05,
"loss": 1.8404,
"step": 71
},
{
"epoch": 0.00717238631269612,
"grad_norm": 0.9402040243148804,
"learning_rate": 2.2040354826462668e-05,
"loss": 1.6392,
"step": 72
},
{
"epoch": 0.00717238631269612,
"eval_loss": 0.768054187297821,
"eval_runtime": 883.2971,
"eval_samples_per_second": 9.571,
"eval_steps_per_second": 1.197,
"step": 72
},
{
"epoch": 0.007272002789261343,
"grad_norm": 0.6827989816665649,
"learning_rate": 2.061073738537635e-05,
"loss": 1.344,
"step": 73
},
{
"epoch": 0.007371619265826568,
"grad_norm": 0.8760033249855042,
"learning_rate": 1.9216926233717085e-05,
"loss": 1.6694,
"step": 74
},
{
"epoch": 0.007471235742391792,
"grad_norm": 0.6600123643875122,
"learning_rate": 1.7860619515673033e-05,
"loss": 1.3523,
"step": 75
},
{
"epoch": 0.007570852218957015,
"grad_norm": 0.856013298034668,
"learning_rate": 1.6543469682057106e-05,
"loss": 1.4357,
"step": 76
},
{
"epoch": 0.007670468695522239,
"grad_norm": 0.7908009886741638,
"learning_rate": 1.526708147705013e-05,
"loss": 1.4971,
"step": 77
},
{
"epoch": 0.0077700851720874636,
"grad_norm": 0.6581637859344482,
"learning_rate": 1.4033009983067452e-05,
"loss": 1.3045,
"step": 78
},
{
"epoch": 0.007869701648652687,
"grad_norm": 0.7885287404060364,
"learning_rate": 1.2842758726130283e-05,
"loss": 1.4768,
"step": 79
},
{
"epoch": 0.00796931812521791,
"grad_norm": 0.8533726334571838,
"learning_rate": 1.1697777844051105e-05,
"loss": 1.813,
"step": 80
},
{
"epoch": 0.008068934601783135,
"grad_norm": 0.7847617864608765,
"learning_rate": 1.0599462319663905e-05,
"loss": 1.6292,
"step": 81
},
{
"epoch": 0.008068934601783135,
"eval_loss": 0.7664384245872498,
"eval_runtime": 883.1996,
"eval_samples_per_second": 9.572,
"eval_steps_per_second": 1.197,
"step": 81
},
{
"epoch": 0.008168551078348359,
"grad_norm": 0.6186761856079102,
"learning_rate": 9.549150281252633e-06,
"loss": 1.2958,
"step": 82
},
{
"epoch": 0.008268167554913582,
"grad_norm": 0.5993787050247192,
"learning_rate": 8.548121372247918e-06,
"loss": 1.3766,
"step": 83
},
{
"epoch": 0.008367784031478807,
"grad_norm": 0.6269441246986389,
"learning_rate": 7.597595192178702e-06,
"loss": 1.3048,
"step": 84
},
{
"epoch": 0.00846740050804403,
"grad_norm": 0.7146202325820923,
"learning_rate": 6.698729810778065e-06,
"loss": 1.4853,
"step": 85
},
{
"epoch": 0.008567016984609254,
"grad_norm": 0.7214375138282776,
"learning_rate": 5.852620357053651e-06,
"loss": 1.4497,
"step": 86
},
{
"epoch": 0.008666633461174479,
"grad_norm": 0.7088419795036316,
"learning_rate": 5.060297685041659e-06,
"loss": 1.5205,
"step": 87
},
{
"epoch": 0.008766249937739702,
"grad_norm": 0.7890331745147705,
"learning_rate": 4.322727117869951e-06,
"loss": 1.6061,
"step": 88
},
{
"epoch": 0.008865866414304925,
"grad_norm": 0.75309157371521,
"learning_rate": 3.6408072716606346e-06,
"loss": 1.6513,
"step": 89
},
{
"epoch": 0.00896548289087015,
"grad_norm": 0.6757559776306152,
"learning_rate": 3.0153689607045845e-06,
"loss": 1.3202,
"step": 90
},
{
"epoch": 0.00896548289087015,
"eval_loss": 0.7658533453941345,
"eval_runtime": 883.1032,
"eval_samples_per_second": 9.573,
"eval_steps_per_second": 1.197,
"step": 90
},
{
"epoch": 0.009065099367435374,
"grad_norm": 0.7671038508415222,
"learning_rate": 2.4471741852423237e-06,
"loss": 1.6385,
"step": 91
},
{
"epoch": 0.009164715844000597,
"grad_norm": 0.6452928185462952,
"learning_rate": 1.9369152030840556e-06,
"loss": 1.3193,
"step": 92
},
{
"epoch": 0.009264332320565822,
"grad_norm": 0.6585118174552917,
"learning_rate": 1.4852136862001764e-06,
"loss": 1.2951,
"step": 93
},
{
"epoch": 0.009363948797131046,
"grad_norm": 0.7894080281257629,
"learning_rate": 1.0926199633097157e-06,
"loss": 1.6466,
"step": 94
},
{
"epoch": 0.009463565273696269,
"grad_norm": 0.6712362170219421,
"learning_rate": 7.596123493895991e-07,
"loss": 1.5096,
"step": 95
},
{
"epoch": 0.009563181750261494,
"grad_norm": 0.7802687883377075,
"learning_rate": 4.865965629214819e-07,
"loss": 1.3291,
"step": 96
},
{
"epoch": 0.009662798226826717,
"grad_norm": 0.6751720905303955,
"learning_rate": 2.7390523158633554e-07,
"loss": 1.5444,
"step": 97
},
{
"epoch": 0.00976241470339194,
"grad_norm": 0.6705344319343567,
"learning_rate": 1.2179748700879012e-07,
"loss": 1.4777,
"step": 98
},
{
"epoch": 0.009862031179957166,
"grad_norm": 0.6760139465332031,
"learning_rate": 3.04586490452119e-08,
"loss": 1.4916,
"step": 99
},
{
"epoch": 0.009862031179957166,
"eval_loss": 0.7657371759414673,
"eval_runtime": 883.7398,
"eval_samples_per_second": 9.566,
"eval_steps_per_second": 1.196,
"step": 99
},
{
"epoch": 0.009961647656522389,
"grad_norm": 0.6802321076393127,
"learning_rate": 0.0,
"loss": 1.5107,
"step": 100
}
],
"logging_steps": 1,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.2886094823555072e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}