File size: 4,778 Bytes
d03e69d |
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 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 8.71313672922252,
"eval_steps": 500,
"global_step": 6500,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.6702412868632708,
"grad_norm": 13.804513931274414,
"learning_rate": 1.2284160000241888e-05,
"loss": 0.5698,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.7532685399055481,
"eval_loss": 0.4876743257045746,
"eval_runtime": 9.5369,
"eval_samples_per_second": 312.785,
"eval_steps_per_second": 19.608,
"step": 746
},
{
"epoch": 1.3404825737265416,
"grad_norm": 23.23216438293457,
"learning_rate": 1.1401677241603822e-05,
"loss": 0.4247,
"step": 1000
},
{
"epoch": 2.0,
"eval_accuracy": 0.7777405381202698,
"eval_loss": 0.5234329700469971,
"eval_runtime": 9.4342,
"eval_samples_per_second": 316.19,
"eval_steps_per_second": 19.821,
"step": 1492
},
{
"epoch": 2.0107238605898123,
"grad_norm": 6.197817325592041,
"learning_rate": 1.0519194482965755e-05,
"loss": 0.3313,
"step": 1500
},
{
"epoch": 2.680965147453083,
"grad_norm": 20.681987762451172,
"learning_rate": 9.63671172432769e-06,
"loss": 0.1575,
"step": 2000
},
{
"epoch": 3.0,
"eval_accuracy": 0.7740529775619507,
"eval_loss": 0.6654106378555298,
"eval_runtime": 9.4207,
"eval_samples_per_second": 316.642,
"eval_steps_per_second": 19.85,
"step": 2238
},
{
"epoch": 3.351206434316354,
"grad_norm": 0.6577324271202087,
"learning_rate": 8.754228965689622e-06,
"loss": 0.1178,
"step": 2500
},
{
"epoch": 4.0,
"eval_accuracy": 0.7763996124267578,
"eval_loss": 1.094183087348938,
"eval_runtime": 9.4168,
"eval_samples_per_second": 316.775,
"eval_steps_per_second": 19.858,
"step": 2984
},
{
"epoch": 4.021447721179625,
"grad_norm": 5.022602558135986,
"learning_rate": 7.871746207051555e-06,
"loss": 0.0777,
"step": 3000
},
{
"epoch": 4.6916890080428955,
"grad_norm": 0.7826739549636841,
"learning_rate": 6.989263448413488e-06,
"loss": 0.044,
"step": 3500
},
{
"epoch": 5.0,
"eval_accuracy": 0.782433807849884,
"eval_loss": 1.2965056896209717,
"eval_runtime": 9.3869,
"eval_samples_per_second": 317.783,
"eval_steps_per_second": 19.921,
"step": 3730
},
{
"epoch": 5.361930294906166,
"grad_norm": 1.7349833250045776,
"learning_rate": 6.106780689775422e-06,
"loss": 0.0345,
"step": 4000
},
{
"epoch": 6.0,
"eval_accuracy": 0.7861213684082031,
"eval_loss": 1.1750046014785767,
"eval_runtime": 9.4116,
"eval_samples_per_second": 316.949,
"eval_steps_per_second": 19.869,
"step": 4476
},
{
"epoch": 6.032171581769437,
"grad_norm": 16.81600570678711,
"learning_rate": 5.224297931137354e-06,
"loss": 0.0227,
"step": 4500
},
{
"epoch": 6.702412868632708,
"grad_norm": 0.004451041109859943,
"learning_rate": 4.341815172499288e-06,
"loss": 0.0164,
"step": 5000
},
{
"epoch": 7.0,
"eval_accuracy": 0.7827690243721008,
"eval_loss": 1.4659219980239868,
"eval_runtime": 9.615,
"eval_samples_per_second": 310.243,
"eval_steps_per_second": 19.449,
"step": 5222
},
{
"epoch": 7.372654155495979,
"grad_norm": 4.934184551239014,
"learning_rate": 3.4593324138612214e-06,
"loss": 0.0136,
"step": 5500
},
{
"epoch": 8.0,
"eval_accuracy": 0.7847804427146912,
"eval_loss": 1.4372460842132568,
"eval_runtime": 9.4141,
"eval_samples_per_second": 316.864,
"eval_steps_per_second": 19.864,
"step": 5968
},
{
"epoch": 8.04289544235925,
"grad_norm": 6.715782642364502,
"learning_rate": 2.5768496552231545e-06,
"loss": 0.0143,
"step": 6000
},
{
"epoch": 8.71313672922252,
"grad_norm": 0.0020331561099737883,
"learning_rate": 1.694366896585088e-06,
"loss": 0.0059,
"step": 6500
}
],
"logging_steps": 500,
"max_steps": 7460,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 1.6928810928603216e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 1.3166642758879955e-05,
"per_device_train_batch_size": 16
}
}
|