File size: 12,522 Bytes
e92c1d5 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.4925373134328357,
"eval_steps": 50,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.07462686567164178,
"grad_norm": 67.58726313106416,
"learning_rate": 5e-07,
"logits/chosen": -2.728022575378418,
"logits/rejected": -2.724689245223999,
"logps/chosen": -256.9372253417969,
"logps/rejected": -205.8960418701172,
"loss": 0.6906,
"rewards/accuracies": 0.3499999940395355,
"rewards/chosen": 0.012728104367852211,
"rewards/margins": 0.00967978872358799,
"rewards/rejected": 0.003048315178602934,
"step": 5
},
{
"epoch": 0.14925373134328357,
"grad_norm": 46.21946007010114,
"learning_rate": 1e-06,
"logits/chosen": -2.7133026123046875,
"logits/rejected": -2.6811420917510986,
"logps/chosen": -248.5566864013672,
"logps/rejected": -197.87265014648438,
"loss": 0.648,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.4624863564968109,
"rewards/margins": 0.19924615323543549,
"rewards/rejected": 0.26324018836021423,
"step": 10
},
{
"epoch": 0.22388059701492538,
"grad_norm": 39.90578699736001,
"learning_rate": 9.983100718730718e-07,
"logits/chosen": -2.5118980407714844,
"logits/rejected": -2.4951248168945312,
"logps/chosen": -241.9331512451172,
"logps/rejected": -202.6668701171875,
"loss": 0.6322,
"rewards/accuracies": 0.65625,
"rewards/chosen": 1.4060888290405273,
"rewards/margins": 0.5313084721565247,
"rewards/rejected": 0.8747804760932922,
"step": 15
},
{
"epoch": 0.29850746268656714,
"grad_norm": 62.96556196720542,
"learning_rate": 9.932517109205849e-07,
"logits/chosen": -2.3295137882232666,
"logits/rejected": -2.323544502258301,
"logps/chosen": -236.51119995117188,
"logps/rejected": -223.9521026611328,
"loss": 0.6902,
"rewards/accuracies": 0.6187499761581421,
"rewards/chosen": 1.4421606063842773,
"rewards/margins": 0.5772963762283325,
"rewards/rejected": 0.8648644685745239,
"step": 20
},
{
"epoch": 0.373134328358209,
"grad_norm": 52.70054919387278,
"learning_rate": 9.848591102083375e-07,
"logits/chosen": -2.291351795196533,
"logits/rejected": -2.298973560333252,
"logps/chosen": -248.5207061767578,
"logps/rejected": -212.27572631835938,
"loss": 0.6318,
"rewards/accuracies": 0.6812499761581421,
"rewards/chosen": 1.2592790126800537,
"rewards/margins": 0.7029441595077515,
"rewards/rejected": 0.5563349723815918,
"step": 25
},
{
"epoch": 0.44776119402985076,
"grad_norm": 39.25239538787194,
"learning_rate": 9.731890013043367e-07,
"logits/chosen": -2.3153462409973145,
"logits/rejected": -2.2776923179626465,
"logps/chosen": -230.8772430419922,
"logps/rejected": -191.97027587890625,
"loss": 0.6011,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 1.068457841873169,
"rewards/margins": 0.6923708319664001,
"rewards/rejected": 0.3760870099067688,
"step": 30
},
{
"epoch": 0.5223880597014925,
"grad_norm": 42.62760194044431,
"learning_rate": 9.583202707897073e-07,
"logits/chosen": -2.3093903064727783,
"logits/rejected": -2.291133403778076,
"logps/chosen": -219.6804656982422,
"logps/rejected": -220.82974243164062,
"loss": 0.6313,
"rewards/accuracies": 0.668749988079071,
"rewards/chosen": 0.7500138282775879,
"rewards/margins": 0.756812572479248,
"rewards/rejected": -0.006798672489821911,
"step": 35
},
{
"epoch": 0.5970149253731343,
"grad_norm": 40.93212888100826,
"learning_rate": 9.403534270080829e-07,
"logits/chosen": -2.398266315460205,
"logits/rejected": -2.383267641067505,
"logps/chosen": -220.89498901367188,
"logps/rejected": -231.33663940429688,
"loss": 0.6053,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.6151864528656006,
"rewards/margins": 0.6149100065231323,
"rewards/rejected": 0.00027652084827423096,
"step": 40
},
{
"epoch": 0.6716417910447762,
"grad_norm": 44.441524435463975,
"learning_rate": 9.19409920658098e-07,
"logits/chosen": -2.38905668258667,
"logits/rejected": -2.418109893798828,
"logps/chosen": -243.25039672851562,
"logps/rejected": -227.03500366210938,
"loss": 0.6158,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": 0.7249364256858826,
"rewards/margins": 0.903680682182312,
"rewards/rejected": -0.17874428629875183,
"step": 45
},
{
"epoch": 0.746268656716418,
"grad_norm": 36.109012224798654,
"learning_rate": 8.956313238215823e-07,
"logits/chosen": -2.4329724311828613,
"logits/rejected": -2.393233060836792,
"logps/chosen": -235.9673614501953,
"logps/rejected": -207.4291229248047,
"loss": 0.5788,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": 0.7963231801986694,
"rewards/margins": 1.1296331882476807,
"rewards/rejected": -0.3333100378513336,
"step": 50
},
{
"epoch": 0.746268656716418,
"eval_logits/chosen": -2.3947904109954834,
"eval_logits/rejected": -2.381561756134033,
"eval_logps/chosen": -248.11183166503906,
"eval_logps/rejected": -209.1226348876953,
"eval_loss": 0.5886067152023315,
"eval_rewards/accuracies": 0.7666666507720947,
"eval_rewards/chosen": 1.3111679553985596,
"eval_rewards/margins": 1.323790431022644,
"eval_rewards/rejected": -0.01262261439114809,
"eval_runtime": 126.2751,
"eval_samples_per_second": 15.047,
"eval_steps_per_second": 0.238,
"step": 50
},
{
"epoch": 0.8208955223880597,
"grad_norm": 37.42293105255099,
"learning_rate": 8.691783729769873e-07,
"logits/chosen": -2.3496580123901367,
"logits/rejected": -2.370349407196045,
"logps/chosen": -237.4831085205078,
"logps/rejected": -204.3516082763672,
"loss": 0.5805,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.9665477871894836,
"rewards/margins": 1.0714900493621826,
"rewards/rejected": -0.10494247823953629,
"step": 55
},
{
"epoch": 0.8955223880597015,
"grad_norm": 36.18527140538969,
"learning_rate": 8.402298824670029e-07,
"logits/chosen": -2.3262667655944824,
"logits/rejected": -2.3069987297058105,
"logps/chosen": -252.2436065673828,
"logps/rejected": -218.7754364013672,
"loss": 0.5423,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": 1.2422854900360107,
"rewards/margins": 1.209867238998413,
"rewards/rejected": 0.032418303191661835,
"step": 60
},
{
"epoch": 0.9701492537313433,
"grad_norm": 33.097833441355846,
"learning_rate": 8.089815357650089e-07,
"logits/chosen": -2.33039927482605,
"logits/rejected": -2.325122833251953,
"logps/chosen": -254.16928100585938,
"logps/rejected": -207.00668334960938,
"loss": 0.5462,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": 1.058384656906128,
"rewards/margins": 1.3959627151489258,
"rewards/rejected": -0.33757805824279785,
"step": 65
},
{
"epoch": 1.044776119402985,
"grad_norm": 20.023976264712793,
"learning_rate": 7.756445627110522e-07,
"logits/chosen": -2.3418185710906982,
"logits/rejected": -2.3507180213928223,
"logps/chosen": -239.88333129882812,
"logps/rejected": -218.7294464111328,
"loss": 0.3251,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": 1.4150011539459229,
"rewards/margins": 1.9995105266571045,
"rewards/rejected": -0.584509551525116,
"step": 70
},
{
"epoch": 1.1194029850746268,
"grad_norm": 23.675520442711395,
"learning_rate": 7.404443116588547e-07,
"logits/chosen": -2.398703098297119,
"logits/rejected": -2.3791286945343018,
"logps/chosen": -230.90005493164062,
"logps/rejected": -201.66864013671875,
"loss": 0.221,
"rewards/accuracies": 0.9375,
"rewards/chosen": 1.7823137044906616,
"rewards/margins": 2.5341625213623047,
"rewards/rejected": -0.7518486380577087,
"step": 75
},
{
"epoch": 1.1940298507462686,
"grad_norm": 15.225016299890036,
"learning_rate": 7.036187261857288e-07,
"logits/chosen": -2.3974556922912598,
"logits/rejected": -2.388159990310669,
"logps/chosen": -242.7141571044922,
"logps/rejected": -225.48001098632812,
"loss": 0.2114,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": 2.029745578765869,
"rewards/margins": 3.112726926803589,
"rewards/rejected": -1.0829811096191406,
"step": 80
},
{
"epoch": 1.2686567164179103,
"grad_norm": 20.47443225957059,
"learning_rate": 6.654167366624008e-07,
"logits/chosen": -2.3772902488708496,
"logits/rejected": -2.351728916168213,
"logps/chosen": -233.95236206054688,
"logps/rejected": -230.03994750976562,
"loss": 0.2168,
"rewards/accuracies": 0.925000011920929,
"rewards/chosen": 1.4827768802642822,
"rewards/margins": 2.783128499984741,
"rewards/rejected": -1.3003517389297485,
"step": 85
},
{
"epoch": 1.3432835820895521,
"grad_norm": 23.797530563309465,
"learning_rate": 6.260965775552713e-07,
"logits/chosen": -2.3302738666534424,
"logits/rejected": -2.3255810737609863,
"logps/chosen": -242.00732421875,
"logps/rejected": -240.259521484375,
"loss": 0.2087,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": 1.8802661895751953,
"rewards/margins": 3.69026517868042,
"rewards/rejected": -1.8099991083145142,
"step": 90
},
{
"epoch": 1.417910447761194,
"grad_norm": 22.2827308670365,
"learning_rate": 5.859240418356614e-07,
"logits/chosen": -2.346041679382324,
"logits/rejected": -2.3258674144744873,
"logps/chosen": -241.3457794189453,
"logps/rejected": -232.9997100830078,
"loss": 0.2454,
"rewards/accuracies": 0.9312499761581421,
"rewards/chosen": 2.422487497329712,
"rewards/margins": 3.9014511108398438,
"rewards/rejected": -1.4789636135101318,
"step": 95
},
{
"epoch": 1.4925373134328357,
"grad_norm": 23.32738252611807,
"learning_rate": 5.451706842957421e-07,
"logits/chosen": -2.3272500038146973,
"logits/rejected": -2.290189266204834,
"logps/chosen": -237.8894805908203,
"logps/rejected": -224.0364227294922,
"loss": 0.2623,
"rewards/accuracies": 0.956250011920929,
"rewards/chosen": 2.44073748588562,
"rewards/margins": 3.8086400032043457,
"rewards/rejected": -1.3679022789001465,
"step": 100
},
{
"epoch": 1.4925373134328357,
"eval_logits/chosen": -2.272735118865967,
"eval_logits/rejected": -2.24358868598938,
"eval_logps/chosen": -245.39662170410156,
"eval_logps/rejected": -213.9952850341797,
"eval_loss": 0.6056690216064453,
"eval_rewards/accuracies": 0.8041666746139526,
"eval_rewards/chosen": 1.5826876163482666,
"eval_rewards/margins": 2.0825743675231934,
"eval_rewards/rejected": -0.49988678097724915,
"eval_runtime": 126.0708,
"eval_samples_per_second": 15.071,
"eval_steps_per_second": 0.238,
"step": 100
}
],
"logging_steps": 5,
"max_steps": 201,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1178822762299392.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|