farmery's picture
Training in progress, step 100, checkpoint
52bf692 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.043215211754537596,
"eval_steps": 9,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.000432152117545376,
"eval_loss": 2.312277317047119,
"eval_runtime": 180.5436,
"eval_samples_per_second": 86.345,
"eval_steps_per_second": 2.703,
"step": 1
},
{
"epoch": 0.0012964563526361278,
"grad_norm": 2.2848575115203857,
"learning_rate": 3e-05,
"loss": 2.362,
"step": 3
},
{
"epoch": 0.0025929127052722557,
"grad_norm": 1.7597225904464722,
"learning_rate": 6e-05,
"loss": 2.1744,
"step": 6
},
{
"epoch": 0.0038893690579083835,
"grad_norm": 1.3628700971603394,
"learning_rate": 9e-05,
"loss": 1.9805,
"step": 9
},
{
"epoch": 0.0038893690579083835,
"eval_loss": 1.8443766832351685,
"eval_runtime": 132.1231,
"eval_samples_per_second": 117.988,
"eval_steps_per_second": 3.694,
"step": 9
},
{
"epoch": 0.005185825410544511,
"grad_norm": 1.3412178754806519,
"learning_rate": 9.987820251299122e-05,
"loss": 1.829,
"step": 12
},
{
"epoch": 0.00648228176318064,
"grad_norm": 1.5588266849517822,
"learning_rate": 9.924038765061042e-05,
"loss": 1.7529,
"step": 15
},
{
"epoch": 0.007778738115816767,
"grad_norm": 1.1395800113677979,
"learning_rate": 9.806308479691595e-05,
"loss": 1.7135,
"step": 18
},
{
"epoch": 0.007778738115816767,
"eval_loss": 1.6603822708129883,
"eval_runtime": 132.0674,
"eval_samples_per_second": 118.038,
"eval_steps_per_second": 3.695,
"step": 18
},
{
"epoch": 0.009075194468452896,
"grad_norm": 1.0279678106307983,
"learning_rate": 9.635919272833938e-05,
"loss": 1.6145,
"step": 21
},
{
"epoch": 0.010371650821089023,
"grad_norm": 0.9357244372367859,
"learning_rate": 9.414737964294636e-05,
"loss": 1.6543,
"step": 24
},
{
"epoch": 0.011668107173725151,
"grad_norm": 0.962315022945404,
"learning_rate": 9.145187862775209e-05,
"loss": 1.6006,
"step": 27
},
{
"epoch": 0.011668107173725151,
"eval_loss": 1.5944404602050781,
"eval_runtime": 132.0865,
"eval_samples_per_second": 118.021,
"eval_steps_per_second": 3.695,
"step": 27
},
{
"epoch": 0.01296456352636128,
"grad_norm": 0.888576865196228,
"learning_rate": 8.83022221559489e-05,
"loss": 1.578,
"step": 30
},
{
"epoch": 0.014261019878997408,
"grad_norm": 0.9320745468139648,
"learning_rate": 8.473291852294987e-05,
"loss": 1.5553,
"step": 33
},
{
"epoch": 0.015557476231633534,
"grad_norm": 0.9765816330909729,
"learning_rate": 8.07830737662829e-05,
"loss": 1.5462,
"step": 36
},
{
"epoch": 0.015557476231633534,
"eval_loss": 1.5527358055114746,
"eval_runtime": 132.0946,
"eval_samples_per_second": 118.014,
"eval_steps_per_second": 3.694,
"step": 36
},
{
"epoch": 0.016853932584269662,
"grad_norm": 0.9101667404174805,
"learning_rate": 7.649596321166024e-05,
"loss": 1.5658,
"step": 39
},
{
"epoch": 0.018150388936905792,
"grad_norm": 0.9854418635368347,
"learning_rate": 7.191855733945387e-05,
"loss": 1.4873,
"step": 42
},
{
"epoch": 0.01944684528954192,
"grad_norm": 1.0120340585708618,
"learning_rate": 6.710100716628344e-05,
"loss": 1.5698,
"step": 45
},
{
"epoch": 0.01944684528954192,
"eval_loss": 1.5253695249557495,
"eval_runtime": 132.0927,
"eval_samples_per_second": 118.016,
"eval_steps_per_second": 3.694,
"step": 45
},
{
"epoch": 0.020743301642178046,
"grad_norm": 0.9587317705154419,
"learning_rate": 6.209609477998338e-05,
"loss": 1.5692,
"step": 48
},
{
"epoch": 0.022039757994814176,
"grad_norm": 0.9989524483680725,
"learning_rate": 5.695865504800327e-05,
"loss": 1.5135,
"step": 51
},
{
"epoch": 0.023336214347450302,
"grad_norm": 1.1253865957260132,
"learning_rate": 5.174497483512506e-05,
"loss": 1.5211,
"step": 54
},
{
"epoch": 0.023336214347450302,
"eval_loss": 1.503990888595581,
"eval_runtime": 132.1403,
"eval_samples_per_second": 117.973,
"eval_steps_per_second": 3.693,
"step": 54
},
{
"epoch": 0.024632670700086432,
"grad_norm": 0.997772753238678,
"learning_rate": 4.6512176312793736e-05,
"loss": 1.5019,
"step": 57
},
{
"epoch": 0.02592912705272256,
"grad_norm": 0.9458330869674683,
"learning_rate": 4.131759111665349e-05,
"loss": 1.4898,
"step": 60
},
{
"epoch": 0.027225583405358685,
"grad_norm": 0.9065344929695129,
"learning_rate": 3.6218132209150045e-05,
"loss": 1.5003,
"step": 63
},
{
"epoch": 0.027225583405358685,
"eval_loss": 1.4908527135849,
"eval_runtime": 132.1066,
"eval_samples_per_second": 118.003,
"eval_steps_per_second": 3.694,
"step": 63
},
{
"epoch": 0.028522039757994815,
"grad_norm": 0.8747905492782593,
"learning_rate": 3.12696703292044e-05,
"loss": 1.4359,
"step": 66
},
{
"epoch": 0.029818496110630942,
"grad_norm": 0.9813586473464966,
"learning_rate": 2.6526421860705473e-05,
"loss": 1.5078,
"step": 69
},
{
"epoch": 0.03111495246326707,
"grad_norm": 0.9811728596687317,
"learning_rate": 2.2040354826462668e-05,
"loss": 1.5199,
"step": 72
},
{
"epoch": 0.03111495246326707,
"eval_loss": 1.4821799993515015,
"eval_runtime": 132.105,
"eval_samples_per_second": 118.005,
"eval_steps_per_second": 3.694,
"step": 72
},
{
"epoch": 0.032411408815903195,
"grad_norm": 1.0040117502212524,
"learning_rate": 1.7860619515673033e-05,
"loss": 1.5108,
"step": 75
},
{
"epoch": 0.033707865168539325,
"grad_norm": 0.8985682129859924,
"learning_rate": 1.4033009983067452e-05,
"loss": 1.458,
"step": 78
},
{
"epoch": 0.035004321521175455,
"grad_norm": 0.9384897351264954,
"learning_rate": 1.0599462319663905e-05,
"loss": 1.5195,
"step": 81
},
{
"epoch": 0.035004321521175455,
"eval_loss": 1.4772651195526123,
"eval_runtime": 132.0692,
"eval_samples_per_second": 118.037,
"eval_steps_per_second": 3.695,
"step": 81
},
{
"epoch": 0.036300777873811585,
"grad_norm": 0.978691577911377,
"learning_rate": 7.597595192178702e-06,
"loss": 1.4837,
"step": 84
},
{
"epoch": 0.03759723422644771,
"grad_norm": 0.992375910282135,
"learning_rate": 5.060297685041659e-06,
"loss": 1.4403,
"step": 87
},
{
"epoch": 0.03889369057908384,
"grad_norm": 1.0013164281845093,
"learning_rate": 3.0153689607045845e-06,
"loss": 1.4748,
"step": 90
},
{
"epoch": 0.03889369057908384,
"eval_loss": 1.47517728805542,
"eval_runtime": 132.0325,
"eval_samples_per_second": 118.069,
"eval_steps_per_second": 3.696,
"step": 90
},
{
"epoch": 0.04019014693171997,
"grad_norm": 0.984551191329956,
"learning_rate": 1.4852136862001764e-06,
"loss": 1.4686,
"step": 93
},
{
"epoch": 0.04148660328435609,
"grad_norm": 1.0442090034484863,
"learning_rate": 4.865965629214819e-07,
"loss": 1.5048,
"step": 96
},
{
"epoch": 0.04278305963699222,
"grad_norm": 0.8811266422271729,
"learning_rate": 3.04586490452119e-08,
"loss": 1.4768,
"step": 99
},
{
"epoch": 0.04278305963699222,
"eval_loss": 1.4746631383895874,
"eval_runtime": 132.1003,
"eval_samples_per_second": 118.009,
"eval_steps_per_second": 3.694,
"step": 99
}
],
"logging_steps": 3,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 9,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.170710885236736e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}