File size: 2,993 Bytes
eb7952f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2226,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.5793548387096774,
"eval_loss": 0.20042110979557037,
"eval_runtime": 5.4295,
"eval_samples_per_second": 570.955,
"eval_steps_per_second": 11.972,
"step": 318
},
{
"epoch": 1.5723270440251573,
"grad_norm": 0.5317145586013794,
"learning_rate": 1.550763701707098e-05,
"loss": 0.3197,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8148387096774193,
"eval_loss": 0.09952177852392197,
"eval_runtime": 5.6253,
"eval_samples_per_second": 551.079,
"eval_steps_per_second": 11.555,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8722580645161291,
"eval_loss": 0.06819746643304825,
"eval_runtime": 5.4054,
"eval_samples_per_second": 573.499,
"eval_steps_per_second": 12.025,
"step": 954
},
{
"epoch": 3.1446540880503147,
"grad_norm": 0.45249998569488525,
"learning_rate": 1.101527403414196e-05,
"loss": 0.1151,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.8938709677419355,
"eval_loss": 0.05422666668891907,
"eval_runtime": 5.4496,
"eval_samples_per_second": 568.852,
"eval_steps_per_second": 11.928,
"step": 1272
},
{
"epoch": 4.716981132075472,
"grad_norm": 0.3192004859447479,
"learning_rate": 6.522911051212939e-06,
"loss": 0.0764,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.9012903225806451,
"eval_loss": 0.04611504450440407,
"eval_runtime": 5.7511,
"eval_samples_per_second": 539.027,
"eval_steps_per_second": 11.302,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.9041935483870968,
"eval_loss": 0.04200603440403938,
"eval_runtime": 5.406,
"eval_samples_per_second": 573.439,
"eval_steps_per_second": 12.024,
"step": 1908
},
{
"epoch": 6.289308176100629,
"grad_norm": 0.2962014079093933,
"learning_rate": 2.0305480682839176e-06,
"loss": 0.0629,
"step": 2000
}
],
"logging_steps": 500,
"max_steps": 2226,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 520991326672152.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.7983650996847113,
"num_train_epochs": 7,
"temperature": 12
}
}
|