lesso11's picture
Training in progress, step 500, checkpoint
940c3c0 verified
{
"best_metric": 0.10595488548278809,
"best_model_checkpoint": "miner_id_24/checkpoint-500",
"epoch": 0.2720348204570185,
"eval_steps": 50,
"global_step": 500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.000544069640914037,
"eval_loss": 0.3388690948486328,
"eval_runtime": 65.8398,
"eval_samples_per_second": 5.878,
"eval_steps_per_second": 1.473,
"step": 1
},
{
"epoch": 0.00544069640914037,
"grad_norm": 0.17145936191082,
"learning_rate": 4.22e-05,
"loss": 0.2495,
"step": 10
},
{
"epoch": 0.01088139281828074,
"grad_norm": 0.27646932005882263,
"learning_rate": 8.44e-05,
"loss": 0.2263,
"step": 20
},
{
"epoch": 0.01632208922742111,
"grad_norm": 0.2995341122150421,
"learning_rate": 0.0001266,
"loss": 0.1708,
"step": 30
},
{
"epoch": 0.02176278563656148,
"grad_norm": 0.2981434166431427,
"learning_rate": 0.0001688,
"loss": 0.1959,
"step": 40
},
{
"epoch": 0.02720348204570185,
"grad_norm": 0.16809503734111786,
"learning_rate": 0.000211,
"loss": 0.1967,
"step": 50
},
{
"epoch": 0.02720348204570185,
"eval_loss": 0.14689071476459503,
"eval_runtime": 66.1969,
"eval_samples_per_second": 5.846,
"eval_steps_per_second": 1.465,
"step": 50
},
{
"epoch": 0.03264417845484222,
"grad_norm": 0.29836317896842957,
"learning_rate": 0.00021074300730241147,
"loss": 0.1934,
"step": 60
},
{
"epoch": 0.03808487486398259,
"grad_norm": 0.5127425789833069,
"learning_rate": 0.00020997328125223568,
"loss": 0.2337,
"step": 70
},
{
"epoch": 0.04352557127312296,
"grad_norm": 0.7148259878158569,
"learning_rate": 0.0002086945718774165,
"loss": 0.3728,
"step": 80
},
{
"epoch": 0.04896626768226333,
"grad_norm": 0.7618590593338013,
"learning_rate": 0.00020691310892149265,
"loss": 0.4246,
"step": 90
},
{
"epoch": 0.0544069640914037,
"grad_norm": 1.4085367918014526,
"learning_rate": 0.00020463757149291335,
"loss": 0.6418,
"step": 100
},
{
"epoch": 0.0544069640914037,
"eval_loss": 0.18226467072963715,
"eval_runtime": 66.1407,
"eval_samples_per_second": 5.851,
"eval_steps_per_second": 1.467,
"step": 100
},
{
"epoch": 0.05984766050054407,
"grad_norm": 0.09314069151878357,
"learning_rate": 0.0002018790457812944,
"loss": 0.1106,
"step": 110
},
{
"epoch": 0.06528835690968444,
"grad_norm": 0.19934406876564026,
"learning_rate": 0.0001986509710466168,
"loss": 0.1377,
"step": 120
},
{
"epoch": 0.07072905331882481,
"grad_norm": 0.16686424612998962,
"learning_rate": 0.00019496907414450293,
"loss": 0.1762,
"step": 130
},
{
"epoch": 0.07616974972796518,
"grad_norm": 0.1390169858932495,
"learning_rate": 0.00019085129290655697,
"loss": 0.1576,
"step": 140
},
{
"epoch": 0.08161044613710555,
"grad_norm": 0.36551663279533386,
"learning_rate": 0.00018631768874905217,
"loss": 0.2147,
"step": 150
},
{
"epoch": 0.08161044613710555,
"eval_loss": 0.1364036649465561,
"eval_runtime": 66.6017,
"eval_samples_per_second": 5.811,
"eval_steps_per_second": 1.456,
"step": 150
},
{
"epoch": 0.08705114254624592,
"grad_norm": 0.26904261112213135,
"learning_rate": 0.0001813903489357277,
"loss": 0.234,
"step": 160
},
{
"epoch": 0.09249183895538629,
"grad_norm": 0.448312371969223,
"learning_rate": 0.00017609327897085954,
"loss": 0.2675,
"step": 170
},
{
"epoch": 0.09793253536452666,
"grad_norm": 0.6152125000953674,
"learning_rate": 0.00017045228564685694,
"loss": 0.3036,
"step": 180
},
{
"epoch": 0.10337323177366703,
"grad_norm": 0.39368465542793274,
"learning_rate": 0.0001644948513161638,
"loss": 0.3332,
"step": 190
},
{
"epoch": 0.1088139281828074,
"grad_norm": 1.3323695659637451,
"learning_rate": 0.00015825,
"loss": 0.4591,
"step": 200
},
{
"epoch": 0.1088139281828074,
"eval_loss": 0.14527782797813416,
"eval_runtime": 66.1265,
"eval_samples_per_second": 5.852,
"eval_steps_per_second": 1.467,
"step": 200
},
{
"epoch": 0.11425462459194777,
"grad_norm": 0.17673972249031067,
"learning_rate": 0.00015174815598624768,
"loss": 0.1101,
"step": 210
},
{
"epoch": 0.11969532100108814,
"grad_norm": 0.18985572457313538,
"learning_rate": 0.00014502099560537873,
"loss": 0.1234,
"step": 220
},
{
"epoch": 0.1251360174102285,
"grad_norm": 0.1908355951309204,
"learning_rate": 0.00013810129290655696,
"loss": 0.13,
"step": 230
},
{
"epoch": 0.1305767138193689,
"grad_norm": 0.2177634984254837,
"learning_rate": 0.00013102275998576495,
"loss": 0.1802,
"step": 240
},
{
"epoch": 0.13601741022850924,
"grad_norm": 0.18758904933929443,
"learning_rate": 0.00012381988274386116,
"loss": 0.1612,
"step": 250
},
{
"epoch": 0.13601741022850924,
"eval_loss": 0.13536955416202545,
"eval_runtime": 66.6366,
"eval_samples_per_second": 5.808,
"eval_steps_per_second": 1.456,
"step": 250
},
{
"epoch": 0.14145810663764963,
"grad_norm": 0.5093297958374023,
"learning_rate": 0.00011652775287473745,
"loss": 0.1836,
"step": 260
},
{
"epoch": 0.14689880304678998,
"grad_norm": 0.5727118849754333,
"learning_rate": 0.00010918189690211387,
"loss": 0.2044,
"step": 270
},
{
"epoch": 0.15233949945593037,
"grad_norm": 0.4531668424606323,
"learning_rate": 0.00010181810309788618,
"loss": 0.2924,
"step": 280
},
{
"epoch": 0.15778019586507072,
"grad_norm": 0.9934888482093811,
"learning_rate": 9.447224712526258e-05,
"loss": 0.3537,
"step": 290
},
{
"epoch": 0.1632208922742111,
"grad_norm": 0.6647962927818298,
"learning_rate": 8.718011725613886e-05,
"loss": 0.4845,
"step": 300
},
{
"epoch": 0.1632208922742111,
"eval_loss": 0.12240716814994812,
"eval_runtime": 66.1711,
"eval_samples_per_second": 5.848,
"eval_steps_per_second": 1.466,
"step": 300
},
{
"epoch": 0.16866158868335146,
"grad_norm": 0.062041934579610825,
"learning_rate": 7.997724001423507e-05,
"loss": 0.0804,
"step": 310
},
{
"epoch": 0.17410228509249184,
"grad_norm": 0.2328738570213318,
"learning_rate": 7.289870709344306e-05,
"loss": 0.079,
"step": 320
},
{
"epoch": 0.1795429815016322,
"grad_norm": 0.1590886265039444,
"learning_rate": 6.597900439462128e-05,
"loss": 0.1257,
"step": 330
},
{
"epoch": 0.18498367791077258,
"grad_norm": 0.205345019698143,
"learning_rate": 5.9251844013752326e-05,
"loss": 0.1441,
"step": 340
},
{
"epoch": 0.19042437431991294,
"grad_norm": 0.1600612848997116,
"learning_rate": 5.275000000000002e-05,
"loss": 0.1837,
"step": 350
},
{
"epoch": 0.19042437431991294,
"eval_loss": 0.11754260957241058,
"eval_runtime": 66.1447,
"eval_samples_per_second": 5.851,
"eval_steps_per_second": 1.466,
"step": 350
},
{
"epoch": 0.19586507072905332,
"grad_norm": 0.26457643508911133,
"learning_rate": 4.650514868383623e-05,
"loss": 0.1924,
"step": 360
},
{
"epoch": 0.20130576713819368,
"grad_norm": 0.36637988686561584,
"learning_rate": 4.054771435314305e-05,
"loss": 0.1966,
"step": 370
},
{
"epoch": 0.20674646354733406,
"grad_norm": 0.4704027473926544,
"learning_rate": 3.4906721029140495e-05,
"loss": 0.2195,
"step": 380
},
{
"epoch": 0.21218715995647444,
"grad_norm": 0.7301682829856873,
"learning_rate": 2.9609651064272323e-05,
"loss": 0.3013,
"step": 390
},
{
"epoch": 0.2176278563656148,
"grad_norm": 1.4596174955368042,
"learning_rate": 2.468231125094783e-05,
"loss": 0.534,
"step": 400
},
{
"epoch": 0.2176278563656148,
"eval_loss": 0.10635092109441757,
"eval_runtime": 66.0037,
"eval_samples_per_second": 5.863,
"eval_steps_per_second": 1.47,
"step": 400
},
{
"epoch": 0.22306855277475518,
"grad_norm": 0.08893619477748871,
"learning_rate": 2.0148707093443057e-05,
"loss": 0.0705,
"step": 410
},
{
"epoch": 0.22850924918389554,
"grad_norm": 0.11107783019542694,
"learning_rate": 1.603092585549706e-05,
"loss": 0.0688,
"step": 420
},
{
"epoch": 0.23394994559303592,
"grad_norm": 0.2446814477443695,
"learning_rate": 1.2349028953383204e-05,
"loss": 0.1321,
"step": 430
},
{
"epoch": 0.23939064200217627,
"grad_norm": 0.1496814340353012,
"learning_rate": 9.120954218705596e-06,
"loss": 0.157,
"step": 440
},
{
"epoch": 0.24483133841131666,
"grad_norm": 0.18574567139148712,
"learning_rate": 6.362428507086673e-06,
"loss": 0.1899,
"step": 450
},
{
"epoch": 0.24483133841131666,
"eval_loss": 0.10692635923624039,
"eval_runtime": 66.4273,
"eval_samples_per_second": 5.826,
"eval_steps_per_second": 1.46,
"step": 450
},
{
"epoch": 0.250272034820457,
"grad_norm": 0.14279238879680634,
"learning_rate": 4.0868910785073565e-06,
"loss": 0.1664,
"step": 460
},
{
"epoch": 0.25571273122959737,
"grad_norm": 0.6236724853515625,
"learning_rate": 2.3054281225835e-06,
"loss": 0.2752,
"step": 470
},
{
"epoch": 0.2611534276387378,
"grad_norm": 0.802135169506073,
"learning_rate": 1.026718747764327e-06,
"loss": 0.2971,
"step": 480
},
{
"epoch": 0.26659412404787813,
"grad_norm": 0.7756718993186951,
"learning_rate": 2.5699269758854715e-07,
"loss": 0.3215,
"step": 490
},
{
"epoch": 0.2720348204570185,
"grad_norm": 0.9758143424987793,
"learning_rate": 0.0,
"loss": 0.4517,
"step": 500
},
{
"epoch": 0.2720348204570185,
"eval_loss": 0.10595488548278809,
"eval_runtime": 66.4878,
"eval_samples_per_second": 5.821,
"eval_steps_per_second": 1.459,
"step": 500
}
],
"logging_steps": 10,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"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": true
},
"attributes": {}
}
},
"total_flos": 1.3049289243623424e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}