diaenra's picture
Training in progress, step 50, checkpoint
c137a00 verified
{
"best_metric": 6.717546463012695,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.1951219512195122,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003902439024390244,
"grad_norm": 1.0753778219223022,
"learning_rate": 0.0001,
"loss": 6.8598,
"step": 1
},
{
"epoch": 0.003902439024390244,
"eval_loss": 6.874822616577148,
"eval_runtime": 0.3539,
"eval_samples_per_second": 305.19,
"eval_steps_per_second": 152.595,
"step": 1
},
{
"epoch": 0.007804878048780488,
"grad_norm": 1.0130054950714111,
"learning_rate": 0.0002,
"loss": 6.8847,
"step": 2
},
{
"epoch": 0.011707317073170732,
"grad_norm": 0.9435489773750305,
"learning_rate": 0.00019978589232386035,
"loss": 6.8877,
"step": 3
},
{
"epoch": 0.015609756097560976,
"grad_norm": 1.0122114419937134,
"learning_rate": 0.00019914448613738106,
"loss": 6.8591,
"step": 4
},
{
"epoch": 0.01951219512195122,
"grad_norm": 1.1082350015640259,
"learning_rate": 0.00019807852804032305,
"loss": 6.852,
"step": 5
},
{
"epoch": 0.023414634146341463,
"grad_norm": 1.0150554180145264,
"learning_rate": 0.00019659258262890683,
"loss": 6.8492,
"step": 6
},
{
"epoch": 0.027317073170731707,
"grad_norm": 1.0667434930801392,
"learning_rate": 0.0001946930129495106,
"loss": 6.8208,
"step": 7
},
{
"epoch": 0.03121951219512195,
"grad_norm": 1.1213891506195068,
"learning_rate": 0.0001923879532511287,
"loss": 6.8285,
"step": 8
},
{
"epoch": 0.0351219512195122,
"grad_norm": 0.9607540965080261,
"learning_rate": 0.00018968727415326884,
"loss": 6.8272,
"step": 9
},
{
"epoch": 0.03902439024390244,
"grad_norm": 0.8629202246665955,
"learning_rate": 0.00018660254037844388,
"loss": 6.8256,
"step": 10
},
{
"epoch": 0.042926829268292686,
"grad_norm": 0.9799481630325317,
"learning_rate": 0.00018314696123025454,
"loss": 6.8136,
"step": 11
},
{
"epoch": 0.04682926829268293,
"grad_norm": 0.9151404500007629,
"learning_rate": 0.00017933533402912354,
"loss": 6.8049,
"step": 12
},
{
"epoch": 0.050731707317073174,
"grad_norm": 0.9145707488059998,
"learning_rate": 0.00017518398074789775,
"loss": 6.8344,
"step": 13
},
{
"epoch": 0.054634146341463415,
"grad_norm": 0.8406278491020203,
"learning_rate": 0.00017071067811865476,
"loss": 6.7926,
"step": 14
},
{
"epoch": 0.05853658536585366,
"grad_norm": 0.7802610397338867,
"learning_rate": 0.00016593458151000688,
"loss": 6.7981,
"step": 15
},
{
"epoch": 0.0624390243902439,
"grad_norm": 0.7458345293998718,
"learning_rate": 0.00016087614290087208,
"loss": 6.7865,
"step": 16
},
{
"epoch": 0.06634146341463415,
"grad_norm": 0.8287109136581421,
"learning_rate": 0.00015555702330196023,
"loss": 6.753,
"step": 17
},
{
"epoch": 0.0702439024390244,
"grad_norm": 0.7422548532485962,
"learning_rate": 0.00015000000000000001,
"loss": 6.7736,
"step": 18
},
{
"epoch": 0.07414634146341463,
"grad_norm": 0.7774643301963806,
"learning_rate": 0.00014422886902190014,
"loss": 6.7444,
"step": 19
},
{
"epoch": 0.07804878048780488,
"grad_norm": 0.7221447825431824,
"learning_rate": 0.000138268343236509,
"loss": 6.7524,
"step": 20
},
{
"epoch": 0.08195121951219513,
"grad_norm": 0.7915313243865967,
"learning_rate": 0.00013214394653031616,
"loss": 6.7579,
"step": 21
},
{
"epoch": 0.08585365853658537,
"grad_norm": 0.8400879502296448,
"learning_rate": 0.00012588190451025207,
"loss": 6.7394,
"step": 22
},
{
"epoch": 0.0897560975609756,
"grad_norm": 0.8928730487823486,
"learning_rate": 0.00011950903220161285,
"loss": 6.7376,
"step": 23
},
{
"epoch": 0.09365853658536585,
"grad_norm": 0.7348310351371765,
"learning_rate": 0.00011305261922200519,
"loss": 6.7359,
"step": 24
},
{
"epoch": 0.0975609756097561,
"grad_norm": 0.8059408664703369,
"learning_rate": 0.00010654031292301432,
"loss": 6.7461,
"step": 25
},
{
"epoch": 0.0975609756097561,
"eval_loss": 6.743670463562012,
"eval_runtime": 0.3602,
"eval_samples_per_second": 299.83,
"eval_steps_per_second": 149.915,
"step": 25
},
{
"epoch": 0.10146341463414635,
"grad_norm": 0.7409495711326599,
"learning_rate": 0.0001,
"loss": 6.7454,
"step": 26
},
{
"epoch": 0.10536585365853658,
"grad_norm": 0.7578893899917603,
"learning_rate": 9.345968707698569e-05,
"loss": 6.7515,
"step": 27
},
{
"epoch": 0.10926829268292683,
"grad_norm": 0.7759184837341309,
"learning_rate": 8.694738077799488e-05,
"loss": 6.7554,
"step": 28
},
{
"epoch": 0.11317073170731708,
"grad_norm": 0.7387394309043884,
"learning_rate": 8.049096779838719e-05,
"loss": 6.7204,
"step": 29
},
{
"epoch": 0.11707317073170732,
"grad_norm": 0.705632746219635,
"learning_rate": 7.411809548974792e-05,
"loss": 6.7335,
"step": 30
},
{
"epoch": 0.12097560975609756,
"grad_norm": 0.6851465106010437,
"learning_rate": 6.785605346968386e-05,
"loss": 6.7493,
"step": 31
},
{
"epoch": 0.1248780487804878,
"grad_norm": 0.740122377872467,
"learning_rate": 6.173165676349103e-05,
"loss": 6.701,
"step": 32
},
{
"epoch": 0.12878048780487805,
"grad_norm": 0.638899564743042,
"learning_rate": 5.577113097809989e-05,
"loss": 6.7514,
"step": 33
},
{
"epoch": 0.1326829268292683,
"grad_norm": 0.7418556809425354,
"learning_rate": 5.000000000000002e-05,
"loss": 6.7595,
"step": 34
},
{
"epoch": 0.13658536585365855,
"grad_norm": 0.6872796416282654,
"learning_rate": 4.444297669803981e-05,
"loss": 6.75,
"step": 35
},
{
"epoch": 0.1404878048780488,
"grad_norm": 0.6563825011253357,
"learning_rate": 3.9123857099127936e-05,
"loss": 6.7437,
"step": 36
},
{
"epoch": 0.144390243902439,
"grad_norm": 0.7908744215965271,
"learning_rate": 3.406541848999312e-05,
"loss": 6.7463,
"step": 37
},
{
"epoch": 0.14829268292682926,
"grad_norm": 0.6440786123275757,
"learning_rate": 2.9289321881345254e-05,
"loss": 6.7321,
"step": 38
},
{
"epoch": 0.1521951219512195,
"grad_norm": 0.731747031211853,
"learning_rate": 2.4816019252102273e-05,
"loss": 6.7546,
"step": 39
},
{
"epoch": 0.15609756097560976,
"grad_norm": 0.6230834126472473,
"learning_rate": 2.0664665970876496e-05,
"loss": 6.7368,
"step": 40
},
{
"epoch": 0.16,
"grad_norm": 0.7506718635559082,
"learning_rate": 1.6853038769745467e-05,
"loss": 6.7426,
"step": 41
},
{
"epoch": 0.16390243902439025,
"grad_norm": 0.7346739768981934,
"learning_rate": 1.339745962155613e-05,
"loss": 6.7446,
"step": 42
},
{
"epoch": 0.1678048780487805,
"grad_norm": 0.6999073624610901,
"learning_rate": 1.0312725846731175e-05,
"loss": 6.7347,
"step": 43
},
{
"epoch": 0.17170731707317075,
"grad_norm": 0.6503731608390808,
"learning_rate": 7.612046748871327e-06,
"loss": 6.7496,
"step": 44
},
{
"epoch": 0.17560975609756097,
"grad_norm": 0.6913208365440369,
"learning_rate": 5.306987050489442e-06,
"loss": 6.7058,
"step": 45
},
{
"epoch": 0.1795121951219512,
"grad_norm": 0.7521505355834961,
"learning_rate": 3.40741737109318e-06,
"loss": 6.7188,
"step": 46
},
{
"epoch": 0.18341463414634146,
"grad_norm": 0.8142408132553101,
"learning_rate": 1.921471959676957e-06,
"loss": 6.7163,
"step": 47
},
{
"epoch": 0.1873170731707317,
"grad_norm": 0.6648187637329102,
"learning_rate": 8.555138626189618e-07,
"loss": 6.7262,
"step": 48
},
{
"epoch": 0.19121951219512195,
"grad_norm": 0.8425360321998596,
"learning_rate": 2.141076761396521e-07,
"loss": 6.7683,
"step": 49
},
{
"epoch": 0.1951219512195122,
"grad_norm": 0.710664689540863,
"learning_rate": 0.0,
"loss": 6.7291,
"step": 50
},
{
"epoch": 0.1951219512195122,
"eval_loss": 6.717546463012695,
"eval_runtime": 0.3537,
"eval_samples_per_second": 305.34,
"eval_steps_per_second": 152.67,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"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": 589302988800.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}