lesso03's picture
Training in progress, step 500, checkpoint
411b736 verified
{
"best_metric": 10.301432609558105,
"best_model_checkpoint": "miner_id_24/checkpoint-500",
"epoch": 0.01404908751176611,
"eval_steps": 50,
"global_step": 500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 2.809817502353222e-05,
"eval_loss": 10.378629684448242,
"eval_runtime": 60.0386,
"eval_samples_per_second": 249.589,
"eval_steps_per_second": 62.41,
"step": 1
},
{
"epoch": 0.0002809817502353222,
"grad_norm": 0.19126524031162262,
"learning_rate": 4.0600000000000004e-05,
"loss": 20.7601,
"step": 10
},
{
"epoch": 0.0005619635004706444,
"grad_norm": 0.1812351495027542,
"learning_rate": 8.120000000000001e-05,
"loss": 20.7579,
"step": 20
},
{
"epoch": 0.0008429452507059666,
"grad_norm": 0.21598900854587555,
"learning_rate": 0.00012179999999999999,
"loss": 20.7557,
"step": 30
},
{
"epoch": 0.0011239270009412888,
"grad_norm": 0.29655301570892334,
"learning_rate": 0.00016240000000000002,
"loss": 20.7436,
"step": 40
},
{
"epoch": 0.001404908751176611,
"grad_norm": 0.3212806284427643,
"learning_rate": 0.000203,
"loss": 20.7365,
"step": 50
},
{
"epoch": 0.001404908751176611,
"eval_loss": 10.362621307373047,
"eval_runtime": 60.4081,
"eval_samples_per_second": 248.063,
"eval_steps_per_second": 62.028,
"step": 50
},
{
"epoch": 0.0016858905014119332,
"grad_norm": 0.4301055669784546,
"learning_rate": 0.00020275275110137215,
"loss": 20.7188,
"step": 60
},
{
"epoch": 0.0019668722516472557,
"grad_norm": 0.3765835165977478,
"learning_rate": 0.00020201220897726938,
"loss": 20.6809,
"step": 70
},
{
"epoch": 0.0022478540018825775,
"grad_norm": 0.3050801157951355,
"learning_rate": 0.00020078198147448128,
"loss": 20.6434,
"step": 80
},
{
"epoch": 0.0025288357521178998,
"grad_norm": 0.31923723220825195,
"learning_rate": 0.00019906806213773937,
"loss": 20.6134,
"step": 90
},
{
"epoch": 0.002809817502353222,
"grad_norm": 0.3668956160545349,
"learning_rate": 0.0001968788010097697,
"loss": 20.6138,
"step": 100
},
{
"epoch": 0.002809817502353222,
"eval_loss": 10.308439254760742,
"eval_runtime": 59.3542,
"eval_samples_per_second": 252.467,
"eval_steps_per_second": 63.129,
"step": 100
},
{
"epoch": 0.0030907992525885442,
"grad_norm": 0.20467126369476318,
"learning_rate": 0.00019422486395072398,
"loss": 20.6304,
"step": 110
},
{
"epoch": 0.0033717810028238665,
"grad_norm": 0.2518371343612671,
"learning_rate": 0.0001911191806751811,
"loss": 20.6217,
"step": 120
},
{
"epoch": 0.0036527627530591887,
"grad_norm": 0.1735089272260666,
"learning_rate": 0.00018757688175987723,
"loss": 20.6238,
"step": 130
},
{
"epoch": 0.003933744503294511,
"grad_norm": 0.17584048211574554,
"learning_rate": 0.00018361522492905716,
"loss": 20.6006,
"step": 140
},
{
"epoch": 0.004214726253529834,
"grad_norm": 0.20633459091186523,
"learning_rate": 0.00017925351097657625,
"loss": 20.6024,
"step": 150
},
{
"epoch": 0.004214726253529834,
"eval_loss": 10.306268692016602,
"eval_runtime": 59.8224,
"eval_samples_per_second": 250.492,
"eval_steps_per_second": 62.635,
"step": 150
},
{
"epoch": 0.004495708003765155,
"grad_norm": 0.18568071722984314,
"learning_rate": 0.00017451298973437308,
"loss": 20.6288,
"step": 160
},
{
"epoch": 0.004776689754000477,
"grad_norm": 0.2910362184047699,
"learning_rate": 0.0001694167565454241,
"loss": 20.611,
"step": 170
},
{
"epoch": 0.0050576715042357995,
"grad_norm": 0.2217985987663269,
"learning_rate": 0.0001639896397455543,
"loss": 20.618,
"step": 180
},
{
"epoch": 0.005338653254471122,
"grad_norm": 0.19911141693592072,
"learning_rate": 0.0001582580797022808,
"loss": 20.6091,
"step": 190
},
{
"epoch": 0.005619635004706444,
"grad_norm": 0.28544291853904724,
"learning_rate": 0.00015225,
"loss": 20.6026,
"step": 200
},
{
"epoch": 0.005619635004706444,
"eval_loss": 10.305092811584473,
"eval_runtime": 60.5578,
"eval_samples_per_second": 247.45,
"eval_steps_per_second": 61.875,
"step": 200
},
{
"epoch": 0.005900616754941766,
"grad_norm": 0.21859851479530334,
"learning_rate": 0.00014599467139909136,
"loss": 20.6277,
"step": 210
},
{
"epoch": 0.0061815985051770885,
"grad_norm": 0.2270508110523224,
"learning_rate": 0.0001395225692317151,
"loss": 20.6168,
"step": 220
},
{
"epoch": 0.006462580255412411,
"grad_norm": 0.17180295288562775,
"learning_rate": 0.00013286522492905717,
"loss": 20.6051,
"step": 230
},
{
"epoch": 0.006743562005647733,
"grad_norm": 0.2308344542980194,
"learning_rate": 0.00012605507240336626,
"loss": 20.6047,
"step": 240
},
{
"epoch": 0.007024543755883055,
"grad_norm": 0.2163165658712387,
"learning_rate": 0.00011912529003319345,
"loss": 20.5976,
"step": 250
},
{
"epoch": 0.007024543755883055,
"eval_loss": 10.303328514099121,
"eval_runtime": 60.606,
"eval_samples_per_second": 247.253,
"eval_steps_per_second": 61.826,
"step": 250
},
{
"epoch": 0.0073055255061183775,
"grad_norm": 0.1643211990594864,
"learning_rate": 0.00011210963902166683,
"loss": 20.6166,
"step": 260
},
{
"epoch": 0.0075865072563537,
"grad_norm": 0.13470244407653809,
"learning_rate": 0.00010504229891530386,
"loss": 20.6187,
"step": 270
},
{
"epoch": 0.007867489006589023,
"grad_norm": 0.15561600029468536,
"learning_rate": 9.795770108469618e-05,
"loss": 20.5993,
"step": 280
},
{
"epoch": 0.008148470756824344,
"grad_norm": 0.1637904942035675,
"learning_rate": 9.08903609783332e-05,
"loss": 20.6033,
"step": 290
},
{
"epoch": 0.008429452507059667,
"grad_norm": 0.2457241415977478,
"learning_rate": 8.387470996680658e-05,
"loss": 20.581,
"step": 300
},
{
"epoch": 0.008429452507059667,
"eval_loss": 10.302334785461426,
"eval_runtime": 59.2759,
"eval_samples_per_second": 252.801,
"eval_steps_per_second": 63.213,
"step": 300
},
{
"epoch": 0.008710434257294989,
"grad_norm": 0.1403207629919052,
"learning_rate": 7.694492759663374e-05,
"loss": 20.6175,
"step": 310
},
{
"epoch": 0.00899141600753031,
"grad_norm": 0.1851751208305359,
"learning_rate": 7.013477507094284e-05,
"loss": 20.6056,
"step": 320
},
{
"epoch": 0.009272397757765633,
"grad_norm": 0.23650233447551727,
"learning_rate": 6.347743076828492e-05,
"loss": 20.6097,
"step": 330
},
{
"epoch": 0.009553379508000955,
"grad_norm": 0.2193847894668579,
"learning_rate": 5.700532860090863e-05,
"loss": 20.5948,
"step": 340
},
{
"epoch": 0.009834361258236278,
"grad_norm": 0.2748495638370514,
"learning_rate": 5.075000000000002e-05,
"loss": 20.5916,
"step": 350
},
{
"epoch": 0.009834361258236278,
"eval_loss": 10.30180835723877,
"eval_runtime": 60.3366,
"eval_samples_per_second": 248.357,
"eval_steps_per_second": 62.102,
"step": 350
},
{
"epoch": 0.010115343008471599,
"grad_norm": 0.2530926764011383,
"learning_rate": 4.4741920297719214e-05,
"loss": 20.6187,
"step": 360
},
{
"epoch": 0.010396324758706922,
"grad_norm": 0.18327485024929047,
"learning_rate": 3.901036025444568e-05,
"loss": 20.6102,
"step": 370
},
{
"epoch": 0.010677306508942244,
"grad_norm": 0.1382702887058258,
"learning_rate": 3.358324345457592e-05,
"loss": 20.6094,
"step": 380
},
{
"epoch": 0.010958288259177567,
"grad_norm": 0.19693830609321594,
"learning_rate": 2.8487010265626928e-05,
"loss": 20.5886,
"step": 390
},
{
"epoch": 0.011239270009412888,
"grad_norm": 0.26368966698646545,
"learning_rate": 2.3746489023423744e-05,
"loss": 20.5852,
"step": 400
},
{
"epoch": 0.011239270009412888,
"eval_loss": 10.301532745361328,
"eval_runtime": 59.6237,
"eval_samples_per_second": 251.326,
"eval_steps_per_second": 62.844,
"step": 400
},
{
"epoch": 0.011520251759648211,
"grad_norm": 0.15768560767173767,
"learning_rate": 1.9384775070942844e-05,
"loss": 20.6082,
"step": 410
},
{
"epoch": 0.011801233509883532,
"grad_norm": 0.19848321378231049,
"learning_rate": 1.5423118240122765e-05,
"loss": 20.5956,
"step": 420
},
{
"epoch": 0.012082215260118856,
"grad_norm": 0.14942528307437897,
"learning_rate": 1.188081932481891e-05,
"loss": 20.6074,
"step": 430
},
{
"epoch": 0.012363197010354177,
"grad_norm": 0.21457645297050476,
"learning_rate": 8.775136049276001e-06,
"loss": 20.5856,
"step": 440
},
{
"epoch": 0.0126441787605895,
"grad_norm": 0.3364667296409607,
"learning_rate": 6.121198990230306e-06,
"loss": 20.5984,
"step": 450
},
{
"epoch": 0.0126441787605895,
"eval_loss": 10.30145263671875,
"eval_runtime": 60.1852,
"eval_samples_per_second": 248.982,
"eval_steps_per_second": 62.258,
"step": 450
},
{
"epoch": 0.012925160510824821,
"grad_norm": 0.16703709959983826,
"learning_rate": 3.931937862260632e-06,
"loss": 20.6069,
"step": 460
},
{
"epoch": 0.013206142261060145,
"grad_norm": 0.19127300381660461,
"learning_rate": 2.2180185255187225e-06,
"loss": 20.6087,
"step": 470
},
{
"epoch": 0.013487124011295466,
"grad_norm": 0.19735532999038696,
"learning_rate": 9.877910227306082e-07,
"loss": 20.6209,
"step": 480
},
{
"epoch": 0.013768105761530789,
"grad_norm": 0.1791822463274002,
"learning_rate": 2.472488986278439e-07,
"loss": 20.5952,
"step": 490
},
{
"epoch": 0.01404908751176611,
"grad_norm": 0.20496730506420135,
"learning_rate": 0.0,
"loss": 20.5889,
"step": 500
},
{
"epoch": 0.01404908751176611,
"eval_loss": 10.301432609558105,
"eval_runtime": 60.1498,
"eval_samples_per_second": 249.128,
"eval_steps_per_second": 62.294,
"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": 21494130278400.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}