BaselineLLM_comp / last-checkpoint /trainer_state.json
CodeIsAbstract's picture
Training in progress, step 8000, checkpoint
b6f435d verified
Raw
History Blame
16.5 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.16,
"eval_steps": 1000,
"global_step": 8000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.002,
"grad_norm": 0.7236698865890503,
"learning_rate": 0.000396,
"loss": 8.129180297851562,
"step": 100
},
{
"epoch": 0.004,
"grad_norm": 0.6699316501617432,
"learning_rate": 0.0005999985696164921,
"loss": 6.683881225585938,
"step": 200
},
{
"epoch": 0.006,
"grad_norm": 0.4809923470020294,
"learning_rate": 0.0005999867739541219,
"loss": 6.335140991210937,
"step": 300
},
{
"epoch": 0.008,
"grad_norm": 0.6197829246520996,
"learning_rate": 0.0005999630639489827,
"loss": 6.119940185546875,
"step": 400
},
{
"epoch": 0.01,
"grad_norm": 0.5310641527175903,
"learning_rate": 0.0005999274405427468,
"loss": 5.908866577148437,
"step": 500
},
{
"epoch": 0.012,
"grad_norm": 0.4188089668750763,
"learning_rate": 0.0005998799051502414,
"loss": 5.712981567382813,
"step": 600
},
{
"epoch": 0.014,
"grad_norm": 0.43575364351272583,
"learning_rate": 0.0005998204596593927,
"loss": 5.54151123046875,
"step": 700
},
{
"epoch": 0.016,
"grad_norm": 0.3631345331668854,
"learning_rate": 0.0005997491064311517,
"loss": 5.377118530273438,
"step": 800
},
{
"epoch": 0.018,
"grad_norm": 0.4753637909889221,
"learning_rate": 0.000599665848299399,
"loss": 5.2575732421875,
"step": 900
},
{
"epoch": 0.02,
"grad_norm": 0.3885057270526886,
"learning_rate": 0.0005995706885708337,
"loss": 5.168424072265625,
"step": 1000
},
{
"epoch": 0.02,
"eval_accuracy": 0.21422370900467913,
"eval_loss": 5.0658464431762695,
"eval_runtime": 5.7327,
"eval_samples_per_second": 338.583,
"eval_steps_per_second": 21.281,
"step": 1000
},
{
"epoch": 0.022,
"grad_norm": 0.35898318886756897,
"learning_rate": 0.0005994636310248412,
"loss": 5.058907165527343,
"step": 1100
},
{
"epoch": 0.024,
"grad_norm": 0.36867955327033997,
"learning_rate": 0.000599344679913343,
"loss": 4.899845275878906,
"step": 1200
},
{
"epoch": 0.026,
"grad_norm": 0.3753994405269623,
"learning_rate": 0.0005992138399606286,
"loss": 4.828855285644531,
"step": 1300
},
{
"epoch": 0.028,
"grad_norm": 0.3426174521446228,
"learning_rate": 0.0005990711163631674,
"loss": 4.73110595703125,
"step": 1400
},
{
"epoch": 0.03,
"grad_norm": 0.34207016229629517,
"learning_rate": 0.000598916514789402,
"loss": 4.640643005371094,
"step": 1500
},
{
"epoch": 0.032,
"grad_norm": 0.40568745136260986,
"learning_rate": 0.0005987500413795236,
"loss": 4.591531677246094,
"step": 1600
},
{
"epoch": 0.034,
"grad_norm": 0.31946808099746704,
"learning_rate": 0.0005985717027452278,
"loss": 4.533291015625,
"step": 1700
},
{
"epoch": 0.036,
"grad_norm": 0.30501991510391235,
"learning_rate": 0.0005983815059694525,
"loss": 4.492686157226562,
"step": 1800
},
{
"epoch": 0.038,
"grad_norm": 0.33989349007606506,
"learning_rate": 0.0005981794586060958,
"loss": 4.41447509765625,
"step": 1900
},
{
"epoch": 0.04,
"grad_norm": 0.3303995430469513,
"learning_rate": 0.0005979655686797167,
"loss": 4.396521911621094,
"step": 2000
},
{
"epoch": 0.04,
"eval_accuracy": 0.2874403514237522,
"eval_loss": 4.30245304107666,
"eval_runtime": 5.7068,
"eval_samples_per_second": 340.121,
"eval_steps_per_second": 21.378,
"step": 2000
},
{
"epoch": 0.042,
"grad_norm": 0.46283307671546936,
"learning_rate": 0.0005977398446852161,
"loss": 4.379761352539062,
"step": 2100
},
{
"epoch": 0.044,
"grad_norm": 0.3387432396411896,
"learning_rate": 0.0005975022955874992,
"loss": 4.3154080200195315,
"step": 2200
},
{
"epoch": 0.046,
"grad_norm": 0.2719409465789795,
"learning_rate": 0.0005972529308211201,
"loss": 4.275622863769531,
"step": 2300
},
{
"epoch": 0.048,
"grad_norm": 0.2836616039276123,
"learning_rate": 0.0005969917602899061,
"loss": 4.258504333496094,
"step": 2400
},
{
"epoch": 0.05,
"grad_norm": 0.32210105657577515,
"learning_rate": 0.0005967187943665656,
"loss": 4.207368469238281,
"step": 2500
},
{
"epoch": 0.052,
"grad_norm": 0.30050167441368103,
"learning_rate": 0.0005964340438922749,
"loss": 4.2094793701171875,
"step": 2600
},
{
"epoch": 0.054,
"grad_norm": 0.3175508379936218,
"learning_rate": 0.0005961375201762486,
"loss": 4.171758117675782,
"step": 2700
},
{
"epoch": 0.056,
"grad_norm": 0.285259872674942,
"learning_rate": 0.0005958292349952897,
"loss": 4.1502682495117185,
"step": 2800
},
{
"epoch": 0.058,
"grad_norm": 0.2848680913448334,
"learning_rate": 0.0005955092005933225,
"loss": 4.128558959960937,
"step": 2900
},
{
"epoch": 0.06,
"grad_norm": 0.2977091073989868,
"learning_rate": 0.000595177429680906,
"loss": 4.134291076660157,
"step": 3000
},
{
"epoch": 0.06,
"eval_accuracy": 0.3091028793639367,
"eval_loss": 4.053634166717529,
"eval_runtime": 6.2016,
"eval_samples_per_second": 312.982,
"eval_steps_per_second": 19.672,
"step": 3000
},
{
"epoch": 0.062,
"grad_norm": 0.2866455018520355,
"learning_rate": 0.0005948339354347288,
"loss": 4.118316040039063,
"step": 3100
},
{
"epoch": 0.064,
"grad_norm": 0.2707529664039612,
"learning_rate": 0.0005944787314970865,
"loss": 4.104917602539063,
"step": 3200
},
{
"epoch": 0.066,
"grad_norm": 0.3138796091079712,
"learning_rate": 0.0005941118319753391,
"loss": 4.084369506835937,
"step": 3300
},
{
"epoch": 0.068,
"grad_norm": 0.2631393373012543,
"learning_rate": 0.0005937332514413514,
"loss": 4.044774475097657,
"step": 3400
},
{
"epoch": 0.07,
"grad_norm": 0.27509307861328125,
"learning_rate": 0.0005933430049309136,
"loss": 4.025779418945312,
"step": 3500
},
{
"epoch": 0.072,
"grad_norm": 0.33931243419647217,
"learning_rate": 0.0005929411079431449,
"loss": 4.004125366210937,
"step": 3600
},
{
"epoch": 0.074,
"grad_norm": 0.2669001519680023,
"learning_rate": 0.000592527576439877,
"loss": 4.012510070800781,
"step": 3700
},
{
"epoch": 0.076,
"grad_norm": 0.2727104425430298,
"learning_rate": 0.000592102426845021,
"loss": 3.9971853637695314,
"step": 3800
},
{
"epoch": 0.078,
"grad_norm": 0.25884559750556946,
"learning_rate": 0.0005916656760439145,
"loss": 3.9807003784179686,
"step": 3900
},
{
"epoch": 0.08,
"grad_norm": 0.3023005425930023,
"learning_rate": 0.0005912173413826517,
"loss": 3.9553176879882814,
"step": 4000
},
{
"epoch": 0.08,
"eval_accuracy": 0.32060359872601835,
"eval_loss": 3.923754930496216,
"eval_runtime": 6.2736,
"eval_samples_per_second": 309.393,
"eval_steps_per_second": 19.447,
"step": 4000
},
{
"epoch": 0.082,
"grad_norm": 0.2674967348575592,
"learning_rate": 0.0005907574406673935,
"loss": 3.9582391357421876,
"step": 4100
},
{
"epoch": 0.084,
"grad_norm": 0.25437116622924805,
"learning_rate": 0.0005902859921636611,
"loss": 3.942552185058594,
"step": 4200
},
{
"epoch": 0.086,
"grad_norm": 0.25480520725250244,
"learning_rate": 0.0005898030145956102,
"loss": 3.9550421142578127,
"step": 4300
},
{
"epoch": 0.088,
"grad_norm": 0.25695815682411194,
"learning_rate": 0.0005893085271452874,
"loss": 3.9156878662109373,
"step": 4400
},
{
"epoch": 0.09,
"grad_norm": 0.25535979866981506,
"learning_rate": 0.0005888025494518687,
"loss": 3.9294302368164065,
"step": 4500
},
{
"epoch": 0.092,
"grad_norm": 0.24557402729988098,
"learning_rate": 0.0005882851016108786,
"loss": 3.927276306152344,
"step": 4600
},
{
"epoch": 0.094,
"grad_norm": 0.26716557145118713,
"learning_rate": 0.0005877562041733932,
"loss": 3.904244384765625,
"step": 4700
},
{
"epoch": 0.096,
"grad_norm": 0.2525787651538849,
"learning_rate": 0.0005872158781452231,
"loss": 3.8892666625976564,
"step": 4800
},
{
"epoch": 0.098,
"grad_norm": 0.3125140964984894,
"learning_rate": 0.0005866641449860792,
"loss": 3.887486572265625,
"step": 4900
},
{
"epoch": 0.1,
"grad_norm": 0.2451365739107132,
"learning_rate": 0.0005861010266087211,
"loss": 3.875788269042969,
"step": 5000
},
{
"epoch": 0.1,
"eval_accuracy": 0.32875099183244255,
"eval_loss": 3.831427812576294,
"eval_runtime": 5.9329,
"eval_samples_per_second": 327.159,
"eval_steps_per_second": 20.563,
"step": 5000
},
{
"epoch": 0.102,
"grad_norm": 0.28080520033836365,
"learning_rate": 0.0005855265453780858,
"loss": 3.8711001586914064,
"step": 5100
},
{
"epoch": 0.104,
"grad_norm": 0.25133365392684937,
"learning_rate": 0.0005849407241104003,
"loss": 3.8725830078125,
"step": 5200
},
{
"epoch": 0.106,
"grad_norm": 0.27164554595947266,
"learning_rate": 0.000584343586072275,
"loss": 3.847073974609375,
"step": 5300
},
{
"epoch": 0.108,
"grad_norm": 0.2697848081588745,
"learning_rate": 0.0005837351549797795,
"loss": 3.79802978515625,
"step": 5400
},
{
"epoch": 0.11,
"grad_norm": 0.27253684401512146,
"learning_rate": 0.0005831154549975012,
"loss": 3.812421875,
"step": 5500
},
{
"epoch": 0.112,
"grad_norm": 0.27660876512527466,
"learning_rate": 0.0005824845107375853,
"loss": 3.7727542114257813,
"step": 5600
},
{
"epoch": 0.114,
"grad_norm": 0.2439262717962265,
"learning_rate": 0.0005818423472587571,
"loss": 3.7664410400390627,
"step": 5700
},
{
"epoch": 0.116,
"grad_norm": 0.24943126738071442,
"learning_rate": 0.0005811889900653269,
"loss": 3.7883651733398436,
"step": 5800
},
{
"epoch": 0.118,
"grad_norm": 0.2556191682815552,
"learning_rate": 0.0005805244651061771,
"loss": 3.7454019165039063,
"step": 5900
},
{
"epoch": 0.12,
"grad_norm": 0.27899155020713806,
"learning_rate": 0.0005798487987737322,
"loss": 3.767793884277344,
"step": 6000
},
{
"epoch": 0.12,
"eval_accuracy": 0.33610391076885543,
"eval_loss": 3.7605059146881104,
"eval_runtime": 5.697,
"eval_samples_per_second": 340.705,
"eval_steps_per_second": 21.415,
"step": 6000
},
{
"epoch": 0.122,
"grad_norm": 0.25070950388908386,
"learning_rate": 0.0005791620179029091,
"loss": 3.7485830688476565,
"step": 6100
},
{
"epoch": 0.124,
"grad_norm": 0.23322179913520813,
"learning_rate": 0.0005784641497700528,
"loss": 3.7345367431640626,
"step": 6200
},
{
"epoch": 0.126,
"grad_norm": 0.27075648307800293,
"learning_rate": 0.0005777552220918525,
"loss": 3.747908935546875,
"step": 6300
},
{
"epoch": 0.128,
"grad_norm": 0.22065384685993195,
"learning_rate": 0.0005770352630242405,
"loss": 3.7215350341796873,
"step": 6400
},
{
"epoch": 0.13,
"grad_norm": 0.2387268990278244,
"learning_rate": 0.0005763043011612747,
"loss": 3.7065789794921873,
"step": 6500
},
{
"epoch": 0.132,
"grad_norm": 0.2440839409828186,
"learning_rate": 0.0005755623655340019,
"loss": 3.7222140502929686,
"step": 6600
},
{
"epoch": 0.134,
"grad_norm": 0.7614469528198242,
"learning_rate": 0.000574809485609306,
"loss": 3.7069766235351564,
"step": 6700
},
{
"epoch": 0.136,
"grad_norm": 0.25670167803764343,
"learning_rate": 0.0005740456912887371,
"loss": 3.7104458618164062,
"step": 6800
},
{
"epoch": 0.138,
"grad_norm": 0.25214189291000366,
"learning_rate": 0.0005732710129073234,
"loss": 3.7040945434570314,
"step": 6900
},
{
"epoch": 0.14,
"grad_norm": 0.2262343317270279,
"learning_rate": 0.0005724854812323674,
"loss": 3.686309814453125,
"step": 7000
},
{
"epoch": 0.14,
"eval_accuracy": 0.3409998074307532,
"eval_loss": 3.705655097961426,
"eval_runtime": 6.3038,
"eval_samples_per_second": 307.912,
"eval_steps_per_second": 19.354,
"step": 7000
},
{
"epoch": 0.142,
"grad_norm": 0.2256837785243988,
"learning_rate": 0.0005716891274622232,
"loss": 3.6851046752929686,
"step": 7100
},
{
"epoch": 0.144,
"grad_norm": 0.22516745328903198,
"learning_rate": 0.0005708819832250578,
"loss": 3.6776641845703124,
"step": 7200
},
{
"epoch": 0.146,
"grad_norm": 0.28322234749794006,
"learning_rate": 0.000570064080577595,
"loss": 3.6858819580078124,
"step": 7300
},
{
"epoch": 0.148,
"grad_norm": 0.2589821219444275,
"learning_rate": 0.0005692354520038415,
"loss": 3.683369140625,
"step": 7400
},
{
"epoch": 0.15,
"grad_norm": 0.25471949577331543,
"learning_rate": 0.0005683961304137982,
"loss": 3.6476519775390623,
"step": 7500
},
{
"epoch": 0.152,
"grad_norm": 0.24686427414417267,
"learning_rate": 0.0005675461491421516,
"loss": 3.66244873046875,
"step": 7600
},
{
"epoch": 0.154,
"grad_norm": 0.23603662848472595,
"learning_rate": 0.0005666855419469506,
"loss": 3.6586270141601562,
"step": 7700
},
{
"epoch": 0.156,
"grad_norm": 0.23954837024211884,
"learning_rate": 0.0005658143430082659,
"loss": 3.6526480102539063,
"step": 7800
},
{
"epoch": 0.158,
"grad_norm": 0.24939873814582825,
"learning_rate": 0.0005649325869268321,
"loss": 3.6602520751953125,
"step": 7900
},
{
"epoch": 0.16,
"grad_norm": 0.22606751322746277,
"learning_rate": 0.0005640403087226739,
"loss": 3.6500091552734375,
"step": 8000
},
{
"epoch": 0.16,
"eval_accuracy": 0.34401134847875336,
"eval_loss": 3.6704835891723633,
"eval_runtime": 5.9263,
"eval_samples_per_second": 327.521,
"eval_steps_per_second": 20.586,
"step": 8000
}
],
"logging_steps": 100,
"max_steps": 50000,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 2000,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.5084035072e+17,
"train_batch_size": 120,
"trial_name": null,
"trial_params": null
}