File size: 4,069 Bytes
e1445f0 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 10.0,
"eval_steps": 500,
"global_step": 3180,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.5864516129032258,
"eval_loss": 0.19599191844463348,
"eval_runtime": 5.4223,
"eval_samples_per_second": 571.709,
"eval_steps_per_second": 11.987,
"step": 318
},
{
"epoch": 1.5723270440251573,
"grad_norm": 0.5241265296936035,
"learning_rate": 1.685534591194969e-05,
"loss": 0.3167,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8219354838709677,
"eval_loss": 0.09435246884822845,
"eval_runtime": 5.707,
"eval_samples_per_second": 543.194,
"eval_steps_per_second": 11.39,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8806451612903226,
"eval_loss": 0.06269821524620056,
"eval_runtime": 5.5231,
"eval_samples_per_second": 561.283,
"eval_steps_per_second": 11.769,
"step": 954
},
{
"epoch": 3.1446540880503147,
"grad_norm": 0.43786197900772095,
"learning_rate": 1.371069182389937e-05,
"loss": 0.1095,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9009677419354839,
"eval_loss": 0.0481819212436676,
"eval_runtime": 5.6635,
"eval_samples_per_second": 547.364,
"eval_steps_per_second": 11.477,
"step": 1272
},
{
"epoch": 4.716981132075472,
"grad_norm": 0.29816728830337524,
"learning_rate": 1.0566037735849058e-05,
"loss": 0.0694,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.91,
"eval_loss": 0.039198391139507294,
"eval_runtime": 5.6454,
"eval_samples_per_second": 549.117,
"eval_steps_per_second": 11.514,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.9119354838709678,
"eval_loss": 0.03413612022995949,
"eval_runtime": 5.4251,
"eval_samples_per_second": 571.413,
"eval_steps_per_second": 11.981,
"step": 1908
},
{
"epoch": 6.289308176100629,
"grad_norm": 0.2560131251811981,
"learning_rate": 7.421383647798742e-06,
"loss": 0.0539,
"step": 2000
},
{
"epoch": 7.0,
"eval_accuracy": 0.9232258064516129,
"eval_loss": 0.03138430044054985,
"eval_runtime": 5.4236,
"eval_samples_per_second": 571.574,
"eval_steps_per_second": 11.985,
"step": 2226
},
{
"epoch": 7.861635220125786,
"grad_norm": 0.27125823497772217,
"learning_rate": 4.276729559748428e-06,
"loss": 0.0466,
"step": 2500
},
{
"epoch": 8.0,
"eval_accuracy": 0.9267741935483871,
"eval_loss": 0.02905331924557686,
"eval_runtime": 5.6705,
"eval_samples_per_second": 546.692,
"eval_steps_per_second": 11.463,
"step": 2544
},
{
"epoch": 9.0,
"eval_accuracy": 0.9290322580645162,
"eval_loss": 0.02800251543521881,
"eval_runtime": 5.3877,
"eval_samples_per_second": 575.385,
"eval_steps_per_second": 12.065,
"step": 2862
},
{
"epoch": 9.433962264150944,
"grad_norm": 0.2530844807624817,
"learning_rate": 1.1320754716981133e-06,
"loss": 0.0432,
"step": 3000
}
],
"logging_steps": 500,
"max_steps": 3180,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"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": 886242059135412.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.39916625852131205,
"num_train_epochs": 10,
"temperature": 12
}
}
|