eeeebbb2's picture
Training in progress, step 50, checkpoint
afd8e0a verified
{
"best_metric": 10.302132606506348,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 1.0256410256410255,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.020512820512820513,
"grad_norm": 0.27070486545562744,
"learning_rate": 5e-05,
"loss": 10.3777,
"step": 1
},
{
"epoch": 0.020512820512820513,
"eval_loss": 10.361001014709473,
"eval_runtime": 0.1067,
"eval_samples_per_second": 468.596,
"eval_steps_per_second": 121.835,
"step": 1
},
{
"epoch": 0.041025641025641026,
"grad_norm": 0.2512279748916626,
"learning_rate": 0.0001,
"loss": 10.3865,
"step": 2
},
{
"epoch": 0.06153846153846154,
"grad_norm": 0.26547926664352417,
"learning_rate": 9.990365154573717e-05,
"loss": 10.3909,
"step": 3
},
{
"epoch": 0.08205128205128205,
"grad_norm": 0.26054540276527405,
"learning_rate": 9.961501876182148e-05,
"loss": 10.377,
"step": 4
},
{
"epoch": 0.10256410256410256,
"grad_norm": 0.26316037774086,
"learning_rate": 9.913533761814537e-05,
"loss": 10.3617,
"step": 5
},
{
"epoch": 0.12307692307692308,
"grad_norm": 0.26677894592285156,
"learning_rate": 9.846666218300807e-05,
"loss": 10.3726,
"step": 6
},
{
"epoch": 0.14358974358974358,
"grad_norm": 0.25949233770370483,
"learning_rate": 9.761185582727977e-05,
"loss": 10.3627,
"step": 7
},
{
"epoch": 0.1641025641025641,
"grad_norm": 0.2796414792537689,
"learning_rate": 9.657457896300791e-05,
"loss": 10.3536,
"step": 8
},
{
"epoch": 0.18461538461538463,
"grad_norm": 0.2990741431713104,
"learning_rate": 9.535927336897098e-05,
"loss": 10.3424,
"step": 9
},
{
"epoch": 0.20512820512820512,
"grad_norm": 0.29780325293540955,
"learning_rate": 9.397114317029975e-05,
"loss": 10.3536,
"step": 10
},
{
"epoch": 0.22564102564102564,
"grad_norm": 0.3147619962692261,
"learning_rate": 9.241613255361455e-05,
"loss": 10.3439,
"step": 11
},
{
"epoch": 0.24615384615384617,
"grad_norm": 0.3716137111186981,
"learning_rate": 9.070090031310558e-05,
"loss": 10.3582,
"step": 12
},
{
"epoch": 0.26666666666666666,
"grad_norm": 0.28069737553596497,
"learning_rate": 8.883279133655399e-05,
"loss": 10.3686,
"step": 13
},
{
"epoch": 0.28717948717948716,
"grad_norm": 0.2844381034374237,
"learning_rate": 8.681980515339464e-05,
"loss": 10.3814,
"step": 14
},
{
"epoch": 0.3076923076923077,
"grad_norm": 0.2878939211368561,
"learning_rate": 8.467056167950311e-05,
"loss": 10.3661,
"step": 15
},
{
"epoch": 0.3282051282051282,
"grad_norm": 0.31458649039268494,
"learning_rate": 8.239426430539243e-05,
"loss": 10.3666,
"step": 16
},
{
"epoch": 0.3487179487179487,
"grad_norm": 0.3024202585220337,
"learning_rate": 8.000066048588211e-05,
"loss": 10.354,
"step": 17
},
{
"epoch": 0.36923076923076925,
"grad_norm": 0.3125394284725189,
"learning_rate": 7.75e-05,
"loss": 10.3361,
"step": 18
},
{
"epoch": 0.38974358974358975,
"grad_norm": 0.33549174666404724,
"learning_rate": 7.490299105985507e-05,
"loss": 10.3418,
"step": 19
},
{
"epoch": 0.41025641025641024,
"grad_norm": 0.3704705536365509,
"learning_rate": 7.222075445642904e-05,
"loss": 10.3256,
"step": 20
},
{
"epoch": 0.4307692307692308,
"grad_norm": 0.3914016783237457,
"learning_rate": 6.946477593864228e-05,
"loss": 10.3287,
"step": 21
},
{
"epoch": 0.4512820512820513,
"grad_norm": 0.4021913707256317,
"learning_rate": 6.664685702961344e-05,
"loss": 10.3277,
"step": 22
},
{
"epoch": 0.4717948717948718,
"grad_norm": 0.4114139974117279,
"learning_rate": 6.377906449072578e-05,
"loss": 10.316,
"step": 23
},
{
"epoch": 0.49230769230769234,
"grad_norm": 0.46048444509506226,
"learning_rate": 6.087367864990233e-05,
"loss": 10.3339,
"step": 24
},
{
"epoch": 0.5128205128205128,
"grad_norm": 0.371286541223526,
"learning_rate": 5.794314081535644e-05,
"loss": 10.3481,
"step": 25
},
{
"epoch": 0.5128205128205128,
"eval_loss": 10.323739051818848,
"eval_runtime": 0.0956,
"eval_samples_per_second": 523.14,
"eval_steps_per_second": 136.016,
"step": 25
},
{
"epoch": 0.5333333333333333,
"grad_norm": 0.3629811704158783,
"learning_rate": 5.500000000000001e-05,
"loss": 10.3643,
"step": 26
},
{
"epoch": 0.5538461538461539,
"grad_norm": 0.38693100214004517,
"learning_rate": 5.205685918464356e-05,
"loss": 10.3506,
"step": 27
},
{
"epoch": 0.5743589743589743,
"grad_norm": 0.3990083932876587,
"learning_rate": 4.912632135009769e-05,
"loss": 10.3487,
"step": 28
},
{
"epoch": 0.5948717948717949,
"grad_norm": 0.4057125151157379,
"learning_rate": 4.6220935509274235e-05,
"loss": 10.3388,
"step": 29
},
{
"epoch": 0.6153846153846154,
"grad_norm": 0.4252845346927643,
"learning_rate": 4.3353142970386564e-05,
"loss": 10.3212,
"step": 30
},
{
"epoch": 0.6358974358974359,
"grad_norm": 0.4381605386734009,
"learning_rate": 4.053522406135775e-05,
"loss": 10.3197,
"step": 31
},
{
"epoch": 0.6564102564102564,
"grad_norm": 0.4398859441280365,
"learning_rate": 3.777924554357096e-05,
"loss": 10.3138,
"step": 32
},
{
"epoch": 0.676923076923077,
"grad_norm": 0.48066049814224243,
"learning_rate": 3.509700894014496e-05,
"loss": 10.3216,
"step": 33
},
{
"epoch": 0.6974358974358974,
"grad_norm": 0.48158058524131775,
"learning_rate": 3.250000000000001e-05,
"loss": 10.3172,
"step": 34
},
{
"epoch": 0.717948717948718,
"grad_norm": 0.492822527885437,
"learning_rate": 2.9999339514117912e-05,
"loss": 10.3043,
"step": 35
},
{
"epoch": 0.7384615384615385,
"grad_norm": 0.5400839447975159,
"learning_rate": 2.760573569460757e-05,
"loss": 10.3198,
"step": 36
},
{
"epoch": 0.7589743589743589,
"grad_norm": 0.4561348855495453,
"learning_rate": 2.53294383204969e-05,
"loss": 10.3269,
"step": 37
},
{
"epoch": 0.7794871794871795,
"grad_norm": 0.4233783185482025,
"learning_rate": 2.3180194846605367e-05,
"loss": 10.3418,
"step": 38
},
{
"epoch": 0.8,
"grad_norm": 0.45299649238586426,
"learning_rate": 2.1167208663446025e-05,
"loss": 10.3455,
"step": 39
},
{
"epoch": 0.8205128205128205,
"grad_norm": 0.4731706976890564,
"learning_rate": 1.9299099686894423e-05,
"loss": 10.3285,
"step": 40
},
{
"epoch": 0.841025641025641,
"grad_norm": 0.46432170271873474,
"learning_rate": 1.758386744638546e-05,
"loss": 10.318,
"step": 41
},
{
"epoch": 0.8615384615384616,
"grad_norm": 0.4683786630630493,
"learning_rate": 1.602885682970026e-05,
"loss": 10.3266,
"step": 42
},
{
"epoch": 0.882051282051282,
"grad_norm": 0.4873765707015991,
"learning_rate": 1.464072663102903e-05,
"loss": 10.3033,
"step": 43
},
{
"epoch": 0.9025641025641026,
"grad_norm": 0.5106824636459351,
"learning_rate": 1.3425421036992098e-05,
"loss": 10.3023,
"step": 44
},
{
"epoch": 0.9230769230769231,
"grad_norm": 0.546622633934021,
"learning_rate": 1.2388144172720251e-05,
"loss": 10.2991,
"step": 45
},
{
"epoch": 0.9435897435897436,
"grad_norm": 0.5175260901451111,
"learning_rate": 1.1533337816991932e-05,
"loss": 10.2922,
"step": 46
},
{
"epoch": 0.9641025641025641,
"grad_norm": 0.5443073511123657,
"learning_rate": 1.0864662381854632e-05,
"loss": 10.2989,
"step": 47
},
{
"epoch": 0.9846153846153847,
"grad_norm": 0.5688486099243164,
"learning_rate": 1.0384981238178534e-05,
"loss": 10.3112,
"step": 48
},
{
"epoch": 1.005128205128205,
"grad_norm": 0.6074473857879639,
"learning_rate": 1.0096348454262845e-05,
"loss": 12.8749,
"step": 49
},
{
"epoch": 1.0256410256410255,
"grad_norm": 0.48072201013565063,
"learning_rate": 1e-05,
"loss": 10.1882,
"step": 50
},
{
"epoch": 1.0256410256410255,
"eval_loss": 10.302132606506348,
"eval_runtime": 0.1235,
"eval_samples_per_second": 404.986,
"eval_steps_per_second": 105.296,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"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": 42768059596800.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}