File size: 11,154 Bytes
33e5deb | 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 | {
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9999344906649198,
"eval_steps": 500,
"global_step": 3816,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.050049132001310184,
"grad_norm": 4.843938827514648,
"learning_rate": 5e-07,
"logits/chosen": -0.5328307747840881,
"logits/rejected": -0.46889373660087585,
"logps/chosen": -74.61598205566406,
"logps/rejected": -13.190138816833496,
"loss": 0.6891,
"rewards/accuracies": 0.5595549941062927,
"rewards/chosen": 0.007412092760205269,
"rewards/margins": 0.008624909445643425,
"rewards/rejected": -0.001212816801853478,
"step": 191
},
{
"epoch": 0.10009826400262037,
"grad_norm": 3.657888174057007,
"learning_rate": 1e-06,
"logits/chosen": -0.5486236810684204,
"logits/rejected": -0.48813965916633606,
"logps/chosen": -70.09341430664062,
"logps/rejected": -13.666769981384277,
"loss": 0.5809,
"rewards/accuracies": 0.8239529132843018,
"rewards/chosen": 0.24100865423679352,
"rewards/margins": 0.2950609624385834,
"rewards/rejected": -0.054052311927080154,
"step": 382
},
{
"epoch": 0.15014739600393057,
"grad_norm": 1.726294755935669,
"learning_rate": 9.443797320908561e-07,
"logits/chosen": -0.5495401620864868,
"logits/rejected": -0.4997619390487671,
"logps/chosen": -61.40409469604492,
"logps/rejected": -19.322750091552734,
"loss": 0.2712,
"rewards/accuracies": 0.9463350772857666,
"rewards/chosen": 1.1437506675720215,
"rewards/margins": 1.791763424873352,
"rewards/rejected": -0.648012638092041,
"step": 573
},
{
"epoch": 0.20019652800524074,
"grad_norm": 9.303996086120605,
"learning_rate": 8.887594641817122e-07,
"logits/chosen": -0.5349320769309998,
"logits/rejected": -0.4746370315551758,
"logps/chosen": -61.47517776489258,
"logps/rejected": -35.966888427734375,
"loss": 0.0598,
"rewards/accuracies": 0.9869109988212585,
"rewards/chosen": 1.5467382669448853,
"rewards/margins": 3.8473398685455322,
"rewards/rejected": -2.3006019592285156,
"step": 764
},
{
"epoch": 0.2502456600065509,
"grad_norm": 0.23748359084129333,
"learning_rate": 8.331391962725683e-07,
"logits/chosen": -0.4757286310195923,
"logits/rejected": -0.3977571725845337,
"logps/chosen": -57.084896087646484,
"logps/rejected": -45.92123794555664,
"loss": 0.0267,
"rewards/accuracies": 0.9901832342147827,
"rewards/chosen": 1.6708416938781738,
"rewards/margins": 5.011633396148682,
"rewards/rejected": -3.340791702270508,
"step": 955
},
{
"epoch": 0.30029479200786113,
"grad_norm": 0.43927711248397827,
"learning_rate": 7.775189283634246e-07,
"logits/chosen": -0.4342685043811798,
"logits/rejected": -0.33603060245513916,
"logps/chosen": -57.238773345947266,
"logps/rejected": -50.37546920776367,
"loss": 0.0331,
"rewards/accuracies": 0.9869109988212585,
"rewards/chosen": 1.7030671834945679,
"rewards/margins": 5.485808372497559,
"rewards/rejected": -3.7827417850494385,
"step": 1146
},
{
"epoch": 0.3503439240091713,
"grad_norm": 0.08208785951137543,
"learning_rate": 7.218986604542807e-07,
"logits/chosen": -0.4299260973930359,
"logits/rejected": -0.32499420642852783,
"logps/chosen": -56.95598220825195,
"logps/rejected": -55.50334548950195,
"loss": 0.0327,
"rewards/accuracies": 0.985602080821991,
"rewards/chosen": 1.6657171249389648,
"rewards/margins": 5.907327651977539,
"rewards/rejected": -4.241610527038574,
"step": 1337
},
{
"epoch": 0.4003930560104815,
"grad_norm": 0.18074464797973633,
"learning_rate": 6.662783925451368e-07,
"logits/chosen": -0.389539510011673,
"logits/rejected": -0.26959964632987976,
"logps/chosen": -56.53901672363281,
"logps/rejected": -59.943992614746094,
"loss": 0.0247,
"rewards/accuracies": 0.9914921522140503,
"rewards/chosen": 1.684263825416565,
"rewards/margins": 6.446012496948242,
"rewards/rejected": -4.761748790740967,
"step": 1528
},
{
"epoch": 0.4504421880117917,
"grad_norm": 0.07140897214412689,
"learning_rate": 6.10658124635993e-07,
"logits/chosen": -0.38458481431007385,
"logits/rejected": -0.25353050231933594,
"logps/chosen": -56.987735748291016,
"logps/rejected": -65.21515655517578,
"loss": 0.0252,
"rewards/accuracies": 0.9882199168205261,
"rewards/chosen": 1.7450363636016846,
"rewards/margins": 6.95145845413208,
"rewards/rejected": -5.206421375274658,
"step": 1719
},
{
"epoch": 0.5004913200131018,
"grad_norm": 0.13229215145111084,
"learning_rate": 5.550378567268491e-07,
"logits/chosen": -0.3671688139438629,
"logits/rejected": -0.23125909268856049,
"logps/chosen": -55.54978942871094,
"logps/rejected": -69.9174575805664,
"loss": 0.0311,
"rewards/accuracies": 0.9908376932144165,
"rewards/chosen": 1.6499972343444824,
"rewards/margins": 7.394839286804199,
"rewards/rejected": -5.744842529296875,
"step": 1910
},
{
"epoch": 0.550540452014412,
"grad_norm": 0.03863115608692169,
"learning_rate": 4.994175888177053e-07,
"logits/chosen": -0.34299236536026,
"logits/rejected": -0.21112458407878876,
"logps/chosen": -56.28550338745117,
"logps/rejected": -74.3562240600586,
"loss": 0.0203,
"rewards/accuracies": 0.9908376932144165,
"rewards/chosen": 1.6116416454315186,
"rewards/margins": 7.8128886222839355,
"rewards/rejected": -6.201247215270996,
"step": 2101
},
{
"epoch": 0.6005895840157223,
"grad_norm": 0.16626648604869843,
"learning_rate": 4.4379732090856143e-07,
"logits/chosen": -0.317820280790329,
"logits/rejected": -0.16657008230686188,
"logps/chosen": -58.859397888183594,
"logps/rejected": -77.39883422851562,
"loss": 0.0317,
"rewards/accuracies": 0.9875654578208923,
"rewards/chosen": 1.6255024671554565,
"rewards/margins": 8.082979202270508,
"rewards/rejected": -6.4574761390686035,
"step": 2292
},
{
"epoch": 0.6506387160170324,
"grad_norm": 0.01698416657745838,
"learning_rate": 3.8817705299941754e-07,
"logits/chosen": -0.3418547213077545,
"logits/rejected": -0.19180215895175934,
"logps/chosen": -57.59861373901367,
"logps/rejected": -80.31951141357422,
"loss": 0.0122,
"rewards/accuracies": 0.9934555292129517,
"rewards/chosen": 1.641247034072876,
"rewards/margins": 8.408109664916992,
"rewards/rejected": -6.766862392425537,
"step": 2483
},
{
"epoch": 0.7006878480183426,
"grad_norm": 0.03158177435398102,
"learning_rate": 3.3255678509027375e-07,
"logits/chosen": -0.32275617122650146,
"logits/rejected": -0.18107445538043976,
"logps/chosen": -59.604644775390625,
"logps/rejected": -81.69689178466797,
"loss": 0.0214,
"rewards/accuracies": 0.9908376932144165,
"rewards/chosen": 1.6721757650375366,
"rewards/margins": 8.503122329711914,
"rewards/rejected": -6.83094596862793,
"step": 2674
},
{
"epoch": 0.7507369800196528,
"grad_norm": 0.08755598962306976,
"learning_rate": 2.7693651718112985e-07,
"logits/chosen": -0.32179561257362366,
"logits/rejected": -0.17599359154701233,
"logps/chosen": -57.8769416809082,
"logps/rejected": -83.73433685302734,
"loss": 0.0192,
"rewards/accuracies": 0.9908376932144165,
"rewards/chosen": 1.6639045476913452,
"rewards/margins": 8.702630043029785,
"rewards/rejected": -7.038724899291992,
"step": 2865
},
{
"epoch": 0.800786112020963,
"grad_norm": 0.015691732987761497,
"learning_rate": 2.21316249271986e-07,
"logits/chosen": -0.3434266149997711,
"logits/rejected": -0.19399824738502502,
"logps/chosen": -56.69347381591797,
"logps/rejected": -85.22378540039062,
"loss": 0.0277,
"rewards/accuracies": 0.9914921522140503,
"rewards/chosen": 1.6015362739562988,
"rewards/margins": 8.894182205200195,
"rewards/rejected": -7.2926459312438965,
"step": 3056
},
{
"epoch": 0.8508352440222732,
"grad_norm": 0.010581793263554573,
"learning_rate": 1.6569598136284217e-07,
"logits/chosen": -0.33340033888816833,
"logits/rejected": -0.18355616927146912,
"logps/chosen": -58.657325744628906,
"logps/rejected": -85.88097381591797,
"loss": 0.0251,
"rewards/accuracies": 0.9921466112136841,
"rewards/chosen": 1.615267276763916,
"rewards/margins": 8.870849609375,
"rewards/rejected": -7.255581855773926,
"step": 3247
},
{
"epoch": 0.9008843760235834,
"grad_norm": 0.02463706023991108,
"learning_rate": 1.100757134536983e-07,
"logits/chosen": -0.3216906785964966,
"logits/rejected": -0.17967411875724792,
"logps/chosen": -55.944915771484375,
"logps/rejected": -87.04055786132812,
"loss": 0.0236,
"rewards/accuracies": 0.9882199168205261,
"rewards/chosen": 1.5252350568771362,
"rewards/margins": 8.986153602600098,
"rewards/rejected": -7.460918426513672,
"step": 3438
},
{
"epoch": 0.9509335080248935,
"grad_norm": 0.1806812733411789,
"learning_rate": 5.445544554455445e-08,
"logits/chosen": -0.3310312032699585,
"logits/rejected": -0.17037709057331085,
"logps/chosen": -56.92354202270508,
"logps/rejected": -86.47986602783203,
"loss": 0.0231,
"rewards/accuracies": 0.9928010702133179,
"rewards/chosen": 1.5716968774795532,
"rewards/margins": 9.01201057434082,
"rewards/rejected": -7.440313339233398,
"step": 3629
},
{
"epoch": 0.9999344906649198,
"step": 3816,
"total_flos": 2.3140851990119055e+18,
"train_loss": 0.09998038786012421,
"train_runtime": 57165.5253,
"train_samples_per_second": 0.534,
"train_steps_per_second": 0.067
}
],
"logging_steps": 191,
"max_steps": 3816,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"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": 2.3140851990119055e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}
|