File size: 7,325 Bytes
5ab9275 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 5.0,
"global_step": 10325,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.48,
"learning_rate": 2.7094430992736077e-05,
"loss": 1.8248,
"step": 1000
},
{
"epoch": 0.48,
"eval_HasAns_exact": 52.27732793522267,
"eval_HasAns_f1": 58.04863749892537,
"eval_HasAns_total": 5928,
"eval_NoAns_exact": 71.35407905803196,
"eval_NoAns_f1": 71.35407905803196,
"eval_NoAns_total": 5945,
"eval_best_exact": 61.8798955613577,
"eval_best_exact_thresh": 0.0,
"eval_best_f1": 64.74808302537699,
"eval_best_f1_thresh": 0.0,
"eval_exact": 61.82936073443948,
"eval_f1": 64.71088377778418,
"eval_total": 11873,
"step": 1000
},
{
"epoch": 0.97,
"learning_rate": 2.4188861985472156e-05,
"loss": 1.312,
"step": 2000
},
{
"epoch": 0.97,
"eval_HasAns_exact": 61.40350877192982,
"eval_HasAns_f1": 67.48064450139083,
"eval_HasAns_total": 5928,
"eval_NoAns_exact": 70.52985702270816,
"eval_NoAns_f1": 70.52985702270816,
"eval_NoAns_total": 5945,
"eval_best_exact": 65.98163901288638,
"eval_best_exact_thresh": 0.0,
"eval_best_f1": 69.01585619508543,
"eval_best_f1_thresh": 0.0,
"eval_exact": 65.97321654173335,
"eval_f1": 69.00743372393222,
"eval_total": 11873,
"step": 2000
},
{
"epoch": 1.45,
"learning_rate": 2.1283292978208232e-05,
"loss": 1.0311,
"step": 3000
},
{
"epoch": 1.45,
"eval_HasAns_exact": 65.18218623481782,
"eval_HasAns_f1": 72.17951939458223,
"eval_HasAns_total": 5928,
"eval_NoAns_exact": 66.57695542472666,
"eval_NoAns_f1": 66.57695542472666,
"eval_NoAns_total": 5945,
"eval_best_exact": 65.88056935904994,
"eval_best_exact_thresh": 0.0,
"eval_best_f1": 69.37422647781422,
"eval_best_f1_thresh": 0.0,
"eval_exact": 65.88056935904994,
"eval_f1": 69.37422647781396,
"eval_total": 11873,
"step": 3000
},
{
"epoch": 1.94,
"learning_rate": 1.8377723970944308e-05,
"loss": 0.972,
"step": 4000
},
{
"epoch": 1.94,
"eval_HasAns_exact": 59.14304993252362,
"eval_HasAns_f1": 64.53303485957208,
"eval_HasAns_total": 5928,
"eval_NoAns_exact": 81.05971404541631,
"eval_NoAns_f1": 81.05971404541631,
"eval_NoAns_total": 5945,
"eval_best_exact": 70.11707234902721,
"eval_best_exact_thresh": 0.0,
"eval_best_f1": 72.8082060681837,
"eval_best_f1_thresh": 0.0,
"eval_exact": 70.11707234902721,
"eval_f1": 72.80820606818367,
"eval_total": 11873,
"step": 4000
},
{
"epoch": 2.42,
"learning_rate": 1.547215496368039e-05,
"loss": 0.7884,
"step": 5000
},
{
"epoch": 2.42,
"eval_HasAns_exact": 65.50269905533064,
"eval_HasAns_f1": 72.13556041501943,
"eval_HasAns_total": 5928,
"eval_NoAns_exact": 73.38940285954584,
"eval_NoAns_f1": 73.38940285954584,
"eval_NoAns_total": 5945,
"eval_best_exact": 69.45169712793734,
"eval_best_exact_thresh": 0.0,
"eval_best_f1": 72.76337927568756,
"eval_best_f1_thresh": 0.0,
"eval_exact": 69.45169712793734,
"eval_f1": 72.76337927568737,
"eval_total": 11873,
"step": 5000
},
{
"epoch": 2.91,
"learning_rate": 1.2566585956416464e-05,
"loss": 0.7493,
"step": 6000
},
{
"epoch": 2.91,
"eval_HasAns_exact": 65.36774628879893,
"eval_HasAns_f1": 72.29399398264833,
"eval_HasAns_total": 5928,
"eval_NoAns_exact": 74.3313708999159,
"eval_NoAns_f1": 74.3313708999159,
"eval_NoAns_total": 5945,
"eval_best_exact": 69.85597574328308,
"eval_best_exact_thresh": 0.0,
"eval_best_f1": 73.31414101988895,
"eval_best_f1_thresh": 0.0,
"eval_exact": 69.85597574328308,
"eval_f1": 73.3141410198889,
"eval_total": 11873,
"step": 6000
},
{
"epoch": 3.39,
"learning_rate": 9.661016949152542e-06,
"loss": 0.6217,
"step": 7000
},
{
"epoch": 3.39,
"eval_HasAns_exact": 67.57759784075573,
"eval_HasAns_f1": 74.89750206922953,
"eval_HasAns_total": 5928,
"eval_NoAns_exact": 69.80656013456687,
"eval_NoAns_f1": 69.80656013456687,
"eval_NoAns_total": 5945,
"eval_best_exact": 68.69367472416407,
"eval_best_exact_thresh": 0.0,
"eval_best_f1": 72.34838644541345,
"eval_best_f1_thresh": 0.0,
"eval_exact": 68.69367472416407,
"eval_f1": 72.34838644541342,
"eval_total": 11873,
"step": 7000
},
{
"epoch": 3.87,
"learning_rate": 6.75544794188862e-06,
"loss": 0.598,
"step": 8000
},
{
"epoch": 3.87,
"eval_HasAns_exact": 66.44736842105263,
"eval_HasAns_f1": 73.58893809834937,
"eval_HasAns_total": 5928,
"eval_NoAns_exact": 70.69806560134568,
"eval_NoAns_f1": 70.69806560134568,
"eval_NoAns_total": 5945,
"eval_best_exact": 68.57576012802156,
"eval_best_exact_thresh": 0.0,
"eval_best_f1": 72.1414322451796,
"eval_best_f1_thresh": 0.0,
"eval_exact": 68.57576012802156,
"eval_f1": 72.14143224517956,
"eval_total": 11873,
"step": 8000
},
{
"epoch": 4.36,
"learning_rate": 3.849878934624698e-06,
"loss": 0.522,
"step": 9000
},
{
"epoch": 4.36,
"eval_HasAns_exact": 66.26180836707152,
"eval_HasAns_f1": 73.56604079226567,
"eval_HasAns_total": 5928,
"eval_NoAns_exact": 71.9932716568545,
"eval_NoAns_f1": 71.9932716568545,
"eval_NoAns_total": 5945,
"eval_best_exact": 69.13164322412196,
"eval_best_exact_thresh": 0.0,
"eval_best_f1": 72.778530263333,
"eval_best_f1_thresh": 0.0,
"eval_exact": 69.13164322412196,
"eval_f1": 72.77853026333297,
"eval_total": 11873,
"step": 9000
},
{
"epoch": 4.84,
"learning_rate": 9.44309927360775e-07,
"loss": 0.4903,
"step": 10000
},
{
"epoch": 4.84,
"eval_HasAns_exact": 66.14372469635627,
"eval_HasAns_f1": 73.19227567032453,
"eval_HasAns_total": 5928,
"eval_NoAns_exact": 72.1951219512195,
"eval_NoAns_f1": 72.1951219512195,
"eval_NoAns_total": 5945,
"eval_best_exact": 69.17375557988714,
"eval_best_exact_thresh": 0.0,
"eval_best_f1": 72.69298493840527,
"eval_best_f1_thresh": 0.0,
"eval_exact": 69.17375557988714,
"eval_f1": 72.69298493840525,
"eval_total": 11873,
"step": 10000
},
{
"epoch": 5.0,
"step": 10325,
"total_flos": 1.294545788106624e+17,
"train_loss": 0.8785118254506847,
"train_runtime": 11833.1715,
"train_samples_per_second": 55.824,
"train_steps_per_second": 0.873
}
],
"max_steps": 10325,
"num_train_epochs": 5,
"total_flos": 1.294545788106624e+17,
"trial_name": null,
"trial_params": null
}
|