File size: 5,096 Bytes
bba0851 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 | {
"best_global_step": 150,
"best_metric": 0.34326156973838806,
"best_model_checkpoint": "/content/output/checkpoint-150",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 150,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.13333333333333333,
"grad_norm": 0.9156391620635986,
"learning_rate": 1.7543859649122806e-05,
"loss": 1.2171,
"mean_token_accuracy": 0.7375583708286285,
"num_tokens": 32413.0,
"step": 10
},
{
"epoch": 0.26666666666666666,
"grad_norm": 0.815642774105072,
"learning_rate": 3.508771929824561e-05,
"loss": 0.9632,
"mean_token_accuracy": 0.7655525088310242,
"num_tokens": 64714.0,
"step": 20
},
{
"epoch": 0.4,
"grad_norm": 0.39404281973838806,
"learning_rate": 5.2631578947368424e-05,
"loss": 0.5951,
"mean_token_accuracy": 0.8334747165441513,
"num_tokens": 96352.0,
"step": 30
},
{
"epoch": 0.5333333333333333,
"grad_norm": 0.41063451766967773,
"learning_rate": 7.017543859649122e-05,
"loss": 0.4305,
"mean_token_accuracy": 0.8707121074199676,
"num_tokens": 125717.0,
"step": 40
},
{
"epoch": 0.6666666666666666,
"grad_norm": 0.3393928110599518,
"learning_rate": 8.771929824561403e-05,
"loss": 0.3874,
"mean_token_accuracy": 0.8828857451677322,
"num_tokens": 157446.0,
"step": 50
},
{
"epoch": 0.8,
"grad_norm": 0.2939395606517792,
"learning_rate": 9.905660377358492e-05,
"loss": 0.3613,
"mean_token_accuracy": 0.8902347713708878,
"num_tokens": 187947.0,
"step": 60
},
{
"epoch": 0.9333333333333333,
"grad_norm": 0.30780646204948425,
"learning_rate": 9.59119496855346e-05,
"loss": 0.3545,
"mean_token_accuracy": 0.8908359378576278,
"num_tokens": 219528.0,
"step": 70
},
{
"epoch": 1.0,
"eval_loss": 0.35836032032966614,
"eval_mean_token_accuracy": 0.8900894594192504,
"eval_num_tokens": 234547.0,
"eval_runtime": 47.5564,
"eval_samples_per_second": 2.103,
"eval_steps_per_second": 0.526,
"step": 75
},
{
"epoch": 1.0666666666666667,
"grad_norm": 0.29364290833473206,
"learning_rate": 9.276729559748428e-05,
"loss": 0.3282,
"mean_token_accuracy": 0.8956525355577469,
"num_tokens": 249942.0,
"step": 80
},
{
"epoch": 1.2,
"grad_norm": 0.3256814479827881,
"learning_rate": 8.962264150943397e-05,
"loss": 0.3033,
"mean_token_accuracy": 0.9027387470006942,
"num_tokens": 280660.0,
"step": 90
},
{
"epoch": 1.3333333333333333,
"grad_norm": 0.3860395848751068,
"learning_rate": 8.647798742138365e-05,
"loss": 0.3139,
"mean_token_accuracy": 0.9029639422893524,
"num_tokens": 312269.0,
"step": 100
},
{
"epoch": 1.4666666666666668,
"grad_norm": 0.35767263174057007,
"learning_rate": 8.333333333333334e-05,
"loss": 0.3188,
"mean_token_accuracy": 0.9010519236326218,
"num_tokens": 343451.0,
"step": 110
},
{
"epoch": 1.6,
"grad_norm": 0.37099793553352356,
"learning_rate": 8.018867924528302e-05,
"loss": 0.3053,
"mean_token_accuracy": 0.9043950855731964,
"num_tokens": 375605.0,
"step": 120
},
{
"epoch": 1.7333333333333334,
"grad_norm": 0.42942672967910767,
"learning_rate": 7.704402515723272e-05,
"loss": 0.2819,
"mean_token_accuracy": 0.9102458357810974,
"num_tokens": 407072.0,
"step": 130
},
{
"epoch": 1.8666666666666667,
"grad_norm": 0.43511271476745605,
"learning_rate": 7.389937106918238e-05,
"loss": 0.2928,
"mean_token_accuracy": 0.9080147057771683,
"num_tokens": 439028.0,
"step": 140
},
{
"epoch": 2.0,
"grad_norm": 0.4053526818752289,
"learning_rate": 7.075471698113208e-05,
"loss": 0.2847,
"mean_token_accuracy": 0.9118992000818252,
"num_tokens": 469094.0,
"step": 150
},
{
"epoch": 2.0,
"eval_loss": 0.34326156973838806,
"eval_mean_token_accuracy": 0.8937170529365539,
"eval_num_tokens": 469094.0,
"eval_runtime": 47.6074,
"eval_samples_per_second": 2.101,
"eval_steps_per_second": 0.525,
"step": 150
}
],
"logging_steps": 10,
"max_steps": 375,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.6303037473857536e+16,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}
|