obinna / trainer_state.json
kinged0043's picture
Upload 13 files
16ea342 verified
Raw History Blame Contribute Delete
15.9 kB
{
"best_global_step": 4000,
"best_metric": 50.44642474127626,
"best_model_checkpoint": "/content/drive/MyDrive/Dala/nllb_model/checkpoint-4000",
"epoch": 3.2389631429728634,
"eval_steps": 1000,
"global_step": 4000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04050222762251924,
"grad_norm": 2.6502063274383545,
"learning_rate": 4.9000000000000005e-06,
"loss": 5.3214,
"step": 50
},
{
"epoch": 0.08100445524503848,
"grad_norm": 1.576899766921997,
"learning_rate": 9.900000000000002e-06,
"loss": 4.5892,
"step": 100
},
{
"epoch": 0.12150668286755771,
"grad_norm": 1.3972806930541992,
"learning_rate": 1.49e-05,
"loss": 3.9326,
"step": 150
},
{
"epoch": 0.16200891049007696,
"grad_norm": 1.6953352689743042,
"learning_rate": 1.9900000000000003e-05,
"loss": 3.5229,
"step": 200
},
{
"epoch": 0.2025111381125962,
"grad_norm": 1.408992886543274,
"learning_rate": 2.4900000000000002e-05,
"loss": 3.2072,
"step": 250
},
{
"epoch": 0.24301336573511542,
"grad_norm": 1.4607220888137817,
"learning_rate": 2.9900000000000002e-05,
"loss": 3.0183,
"step": 300
},
{
"epoch": 0.28351559335763465,
"grad_norm": 1.6003291606903076,
"learning_rate": 3.49e-05,
"loss": 2.8487,
"step": 350
},
{
"epoch": 0.3240178209801539,
"grad_norm": 1.5186729431152344,
"learning_rate": 3.99e-05,
"loss": 2.6323,
"step": 400
},
{
"epoch": 0.3645200486026732,
"grad_norm": 1.4992791414260864,
"learning_rate": 4.49e-05,
"loss": 2.4942,
"step": 450
},
{
"epoch": 0.4050222762251924,
"grad_norm": 1.5211806297302246,
"learning_rate": 4.99e-05,
"loss": 2.3595,
"step": 500
},
{
"epoch": 0.44552450384771164,
"grad_norm": 1.503055453300476,
"learning_rate": 5.4900000000000006e-05,
"loss": 2.2573,
"step": 550
},
{
"epoch": 0.48602673147023084,
"grad_norm": 1.7007502317428589,
"learning_rate": 5.99e-05,
"loss": 2.1864,
"step": 600
},
{
"epoch": 0.5265289590927501,
"grad_norm": 1.4285714626312256,
"learning_rate": 6.49e-05,
"loss": 2.0554,
"step": 650
},
{
"epoch": 0.5670311867152693,
"grad_norm": 1.6091938018798828,
"learning_rate": 6.99e-05,
"loss": 2.019,
"step": 700
},
{
"epoch": 0.6075334143377886,
"grad_norm": 1.7364023923873901,
"learning_rate": 7.49e-05,
"loss": 1.9724,
"step": 750
},
{
"epoch": 0.6480356419603078,
"grad_norm": 1.450875163078308,
"learning_rate": 7.99e-05,
"loss": 1.9124,
"step": 800
},
{
"epoch": 0.688537869582827,
"grad_norm": 1.468355655670166,
"learning_rate": 8.49e-05,
"loss": 1.8606,
"step": 850
},
{
"epoch": 0.7290400972053463,
"grad_norm": 1.4059218168258667,
"learning_rate": 8.99e-05,
"loss": 1.8028,
"step": 900
},
{
"epoch": 0.7695423248278656,
"grad_norm": 1.5709952116012573,
"learning_rate": 9.49e-05,
"loss": 1.7327,
"step": 950
},
{
"epoch": 0.8100445524503848,
"grad_norm": 1.3530505895614624,
"learning_rate": 9.99e-05,
"loss": 1.7085,
"step": 1000
},
{
"epoch": 0.8100445524503848,
"eval_bleu": 23.576904136717374,
"eval_chrf": 40.858644433448234,
"eval_loss": 1.5544426441192627,
"eval_runtime": 569.3068,
"eval_samples_per_second": 3.854,
"eval_steps_per_second": 0.483,
"step": 1000
},
{
"epoch": 0.850546780072904,
"grad_norm": 1.5039794445037842,
"learning_rate": 9.956828193832599e-05,
"loss": 1.675,
"step": 1050
},
{
"epoch": 0.8910490076954233,
"grad_norm": 1.3560293912887573,
"learning_rate": 9.912775330396477e-05,
"loss": 1.6383,
"step": 1100
},
{
"epoch": 0.9315512353179425,
"grad_norm": 1.483917474746704,
"learning_rate": 9.868722466960353e-05,
"loss": 1.5895,
"step": 1150
},
{
"epoch": 0.9720534629404617,
"grad_norm": 1.2108521461486816,
"learning_rate": 9.82466960352423e-05,
"loss": 1.5732,
"step": 1200
},
{
"epoch": 1.0121506682867558,
"grad_norm": 1.229095220565796,
"learning_rate": 9.780616740088107e-05,
"loss": 1.5249,
"step": 1250
},
{
"epoch": 1.052652895909275,
"grad_norm": 1.3696666955947876,
"learning_rate": 9.736563876651984e-05,
"loss": 1.4009,
"step": 1300
},
{
"epoch": 1.0931551235317942,
"grad_norm": 1.3702960014343262,
"learning_rate": 9.692511013215859e-05,
"loss": 1.4172,
"step": 1350
},
{
"epoch": 1.1336573511543135,
"grad_norm": 1.363653540611267,
"learning_rate": 9.648458149779736e-05,
"loss": 1.412,
"step": 1400
},
{
"epoch": 1.1741595787768326,
"grad_norm": 1.314254641532898,
"learning_rate": 9.604405286343613e-05,
"loss": 1.3905,
"step": 1450
},
{
"epoch": 1.214661806399352,
"grad_norm": 1.302570104598999,
"learning_rate": 9.560352422907489e-05,
"loss": 1.3789,
"step": 1500
},
{
"epoch": 1.2551640340218713,
"grad_norm": 1.4111872911453247,
"learning_rate": 9.516299559471367e-05,
"loss": 1.4103,
"step": 1550
},
{
"epoch": 1.2956662616443904,
"grad_norm": 1.306458592414856,
"learning_rate": 9.472246696035243e-05,
"loss": 1.3807,
"step": 1600
},
{
"epoch": 1.3361684892669097,
"grad_norm": 1.180014967918396,
"learning_rate": 9.42819383259912e-05,
"loss": 1.3666,
"step": 1650
},
{
"epoch": 1.376670716889429,
"grad_norm": 1.2211802005767822,
"learning_rate": 9.384140969162996e-05,
"loss": 1.3055,
"step": 1700
},
{
"epoch": 1.417172944511948,
"grad_norm": 2.443772792816162,
"learning_rate": 9.340088105726873e-05,
"loss": 1.3401,
"step": 1750
},
{
"epoch": 1.4576751721344674,
"grad_norm": 1.241117238998413,
"learning_rate": 9.29603524229075e-05,
"loss": 1.3325,
"step": 1800
},
{
"epoch": 1.4981773997569867,
"grad_norm": 1.3065532445907593,
"learning_rate": 9.251982378854626e-05,
"loss": 1.3409,
"step": 1850
},
{
"epoch": 1.5386796273795058,
"grad_norm": 1.223604679107666,
"learning_rate": 9.207929515418503e-05,
"loss": 1.306,
"step": 1900
},
{
"epoch": 1.5791818550020251,
"grad_norm": 1.2152003049850464,
"learning_rate": 9.163876651982379e-05,
"loss": 1.275,
"step": 1950
},
{
"epoch": 1.6196840826245444,
"grad_norm": 1.0613232851028442,
"learning_rate": 9.119823788546255e-05,
"loss": 1.3005,
"step": 2000
},
{
"epoch": 1.6196840826245444,
"eval_bleu": 30.160628892876375,
"eval_chrf": 47.67539184781091,
"eval_loss": 1.2586086988449097,
"eval_runtime": 510.3397,
"eval_samples_per_second": 4.299,
"eval_steps_per_second": 0.539,
"step": 2000
},
{
"epoch": 1.6601863102470635,
"grad_norm": 1.5416429042816162,
"learning_rate": 9.075770925110133e-05,
"loss": 1.3042,
"step": 2050
},
{
"epoch": 1.7006885378695829,
"grad_norm": 1.3111222982406616,
"learning_rate": 9.031718061674009e-05,
"loss": 1.3081,
"step": 2100
},
{
"epoch": 1.7411907654921022,
"grad_norm": 1.2473504543304443,
"learning_rate": 8.987665198237886e-05,
"loss": 1.2599,
"step": 2150
},
{
"epoch": 1.7816929931146213,
"grad_norm": 1.267403483390808,
"learning_rate": 8.943612334801763e-05,
"loss": 1.2693,
"step": 2200
},
{
"epoch": 1.8221952207371406,
"grad_norm": 1.1271162033081055,
"learning_rate": 8.89955947136564e-05,
"loss": 1.269,
"step": 2250
},
{
"epoch": 1.86269744835966,
"grad_norm": 1.209218144416809,
"learning_rate": 8.855506607929516e-05,
"loss": 1.2379,
"step": 2300
},
{
"epoch": 1.903199675982179,
"grad_norm": 1.30668044090271,
"learning_rate": 8.811453744493392e-05,
"loss": 1.2547,
"step": 2350
},
{
"epoch": 1.9437019036046983,
"grad_norm": 1.0480397939682007,
"learning_rate": 8.767400881057269e-05,
"loss": 1.2334,
"step": 2400
},
{
"epoch": 1.9842041312272176,
"grad_norm": 1.234099268913269,
"learning_rate": 8.723348017621145e-05,
"loss": 1.23,
"step": 2450
},
{
"epoch": 2.0243013365735116,
"grad_norm": 1.1937974691390991,
"learning_rate": 8.679295154185022e-05,
"loss": 1.121,
"step": 2500
},
{
"epoch": 2.0648035641960307,
"grad_norm": 1.277874231338501,
"learning_rate": 8.635242290748899e-05,
"loss": 1.0507,
"step": 2550
},
{
"epoch": 2.10530579181855,
"grad_norm": 1.0902061462402344,
"learning_rate": 8.591189427312776e-05,
"loss": 1.0746,
"step": 2600
},
{
"epoch": 2.1458080194410694,
"grad_norm": 1.304015040397644,
"learning_rate": 8.547136563876652e-05,
"loss": 1.0718,
"step": 2650
},
{
"epoch": 2.1863102470635885,
"grad_norm": 1.2821192741394043,
"learning_rate": 8.50308370044053e-05,
"loss": 1.0724,
"step": 2700
},
{
"epoch": 2.2268124746861075,
"grad_norm": 1.2118302583694458,
"learning_rate": 8.459030837004406e-05,
"loss": 1.0497,
"step": 2750
},
{
"epoch": 2.267314702308627,
"grad_norm": 1.0659773349761963,
"learning_rate": 8.414977973568282e-05,
"loss": 1.0519,
"step": 2800
},
{
"epoch": 2.307816929931146,
"grad_norm": 1.0666295289993286,
"learning_rate": 8.37092511013216e-05,
"loss": 1.0759,
"step": 2850
},
{
"epoch": 2.3483191575536653,
"grad_norm": 1.0976322889328003,
"learning_rate": 8.326872246696036e-05,
"loss": 1.0821,
"step": 2900
},
{
"epoch": 2.388821385176185,
"grad_norm": 1.4252384901046753,
"learning_rate": 8.282819383259911e-05,
"loss": 1.0573,
"step": 2950
},
{
"epoch": 2.429323612798704,
"grad_norm": 1.2431281805038452,
"learning_rate": 8.238766519823788e-05,
"loss": 1.0453,
"step": 3000
},
{
"epoch": 2.429323612798704,
"eval_bleu": 32.711090146730186,
"eval_chrf": 49.657307772440426,
"eval_loss": 1.1696988344192505,
"eval_runtime": 477.0319,
"eval_samples_per_second": 4.599,
"eval_steps_per_second": 0.576,
"step": 3000
},
{
"epoch": 2.469825840421223,
"grad_norm": 1.0499687194824219,
"learning_rate": 8.194713656387666e-05,
"loss": 1.0526,
"step": 3050
},
{
"epoch": 2.5103280680437425,
"grad_norm": 1.279381513595581,
"learning_rate": 8.150660792951542e-05,
"loss": 1.0419,
"step": 3100
},
{
"epoch": 2.5508302956662616,
"grad_norm": 1.122578501701355,
"learning_rate": 8.106607929515418e-05,
"loss": 1.0498,
"step": 3150
},
{
"epoch": 2.5913325232887807,
"grad_norm": 1.1935076713562012,
"learning_rate": 8.062555066079296e-05,
"loss": 1.0293,
"step": 3200
},
{
"epoch": 2.6318347509113003,
"grad_norm": 1.2038148641586304,
"learning_rate": 8.018502202643172e-05,
"loss": 0.9951,
"step": 3250
},
{
"epoch": 2.6723369785338194,
"grad_norm": 1.0469157695770264,
"learning_rate": 7.974449339207049e-05,
"loss": 1.0359,
"step": 3300
},
{
"epoch": 2.7128392061563384,
"grad_norm": 1.1141313314437866,
"learning_rate": 7.930396475770926e-05,
"loss": 1.0082,
"step": 3350
},
{
"epoch": 2.753341433778858,
"grad_norm": 1.1356587409973145,
"learning_rate": 7.886343612334803e-05,
"loss": 1.0567,
"step": 3400
},
{
"epoch": 2.793843661401377,
"grad_norm": 1.2304331064224243,
"learning_rate": 7.842290748898679e-05,
"loss": 1.0109,
"step": 3450
},
{
"epoch": 2.834345889023896,
"grad_norm": 1.166832685470581,
"learning_rate": 7.798237885462555e-05,
"loss": 1.0364,
"step": 3500
},
{
"epoch": 2.8748481166464157,
"grad_norm": 1.1052038669586182,
"learning_rate": 7.754185022026432e-05,
"loss": 1.0407,
"step": 3550
},
{
"epoch": 2.915350344268935,
"grad_norm": 1.0822720527648926,
"learning_rate": 7.710132158590308e-05,
"loss": 1.0361,
"step": 3600
},
{
"epoch": 2.955852571891454,
"grad_norm": 0.9728385210037231,
"learning_rate": 7.666079295154185e-05,
"loss": 1.0417,
"step": 3650
},
{
"epoch": 2.9963547995139734,
"grad_norm": 1.2478103637695312,
"learning_rate": 7.622026431718062e-05,
"loss": 1.0308,
"step": 3700
},
{
"epoch": 3.0364520048602675,
"grad_norm": 1.046961784362793,
"learning_rate": 7.577973568281939e-05,
"loss": 0.9011,
"step": 3750
},
{
"epoch": 3.0769542324827865,
"grad_norm": 1.0165048837661743,
"learning_rate": 7.533920704845815e-05,
"loss": 0.8754,
"step": 3800
},
{
"epoch": 3.1174564601053056,
"grad_norm": 1.2605644464492798,
"learning_rate": 7.489867841409693e-05,
"loss": 0.8747,
"step": 3850
},
{
"epoch": 3.157958687727825,
"grad_norm": 1.2887046337127686,
"learning_rate": 7.445814977973569e-05,
"loss": 0.863,
"step": 3900
},
{
"epoch": 3.1984609153503443,
"grad_norm": 0.9447133541107178,
"learning_rate": 7.401762114537445e-05,
"loss": 0.8687,
"step": 3950
},
{
"epoch": 3.2389631429728634,
"grad_norm": 1.0172377824783325,
"learning_rate": 7.357709251101322e-05,
"loss": 0.8843,
"step": 4000
},
{
"epoch": 3.2389631429728634,
"eval_bleu": 33.64125387109404,
"eval_chrf": 50.44642474127626,
"eval_loss": 1.1550147533416748,
"eval_runtime": 480.3333,
"eval_samples_per_second": 4.568,
"eval_steps_per_second": 0.573,
"step": 4000
}
],
"logging_steps": 50,
"max_steps": 12350,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 1000,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1.356082635276288e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}