File size: 11,634 Bytes
98c2d3a |
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 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.955223880597015,
"eval_steps": 50,
"global_step": 99,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.14925373134328357,
"grad_norm": 65.94647505015266,
"learning_rate": 5e-07,
"logits/chosen": -2.7657113075256348,
"logits/rejected": -2.7525341510772705,
"logps/chosen": -269.53558349609375,
"logps/rejected": -194.53842163085938,
"loss": 0.6891,
"rewards/accuracies": 0.375,
"rewards/chosen": 0.020892271772027016,
"rewards/margins": 0.010709484107792377,
"rewards/rejected": 0.010182789526879787,
"step": 5
},
{
"epoch": 0.29850746268656714,
"grad_norm": 63.96896693841325,
"learning_rate": 1e-06,
"logits/chosen": -2.705475330352783,
"logits/rejected": -2.6866021156311035,
"logps/chosen": -248.81494140625,
"logps/rejected": -210.038330078125,
"loss": 0.6357,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": 0.5479151606559753,
"rewards/margins": 0.18559947609901428,
"rewards/rejected": 0.3623156249523163,
"step": 10
},
{
"epoch": 0.44776119402985076,
"grad_norm": 40.712613492844916,
"learning_rate": 9.922326639307916e-07,
"logits/chosen": -2.508521556854248,
"logits/rejected": -2.493314743041992,
"logps/chosen": -236.1773681640625,
"logps/rejected": -197.7436981201172,
"loss": 0.6236,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 1.5045735836029053,
"rewards/margins": 0.5912668108940125,
"rewards/rejected": 0.9133070111274719,
"step": 15
},
{
"epoch": 0.5970149253731343,
"grad_norm": 44.98752011627579,
"learning_rate": 9.691719817616146e-07,
"logits/chosen": -2.339185953140259,
"logits/rejected": -2.3386504650115967,
"logps/chosen": -265.876220703125,
"logps/rejected": -234.7918243408203,
"loss": 0.6062,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 1.8170077800750732,
"rewards/margins": 1.5930566787719727,
"rewards/rejected": 0.22395117580890656,
"step": 20
},
{
"epoch": 0.746268656716418,
"grad_norm": 59.48293144738292,
"learning_rate": 9.315344337660421e-07,
"logits/chosen": -2.2757716178894043,
"logits/rejected": -2.2592074871063232,
"logps/chosen": -252.29898071289062,
"logps/rejected": -229.03823852539062,
"loss": 0.5742,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": 1.4913432598114014,
"rewards/margins": 1.7369304895401,
"rewards/rejected": -0.2455870658159256,
"step": 25
},
{
"epoch": 0.8955223880597015,
"grad_norm": 36.615662017204315,
"learning_rate": 8.804893938804838e-07,
"logits/chosen": -2.317497730255127,
"logits/rejected": -2.3040828704833984,
"logps/chosen": -261.4601135253906,
"logps/rejected": -244.25497436523438,
"loss": 0.6156,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": 1.3194864988327026,
"rewards/margins": 1.6472011804580688,
"rewards/rejected": -0.327714741230011,
"step": 30
},
{
"epoch": 1.044776119402985,
"grad_norm": 21.739970102254446,
"learning_rate": 8.176227980227692e-07,
"logits/chosen": -2.390035390853882,
"logits/rejected": -2.3696439266204834,
"logps/chosen": -249.12857055664062,
"logps/rejected": -256.47308349609375,
"loss": 0.472,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": 1.1576669216156006,
"rewards/margins": 1.7294819355010986,
"rewards/rejected": -0.5718148350715637,
"step": 35
},
{
"epoch": 1.1940298507462686,
"grad_norm": 20.82917677304684,
"learning_rate": 7.448878701031142e-07,
"logits/chosen": -2.4545044898986816,
"logits/rejected": -2.4309377670288086,
"logps/chosen": -240.4742889404297,
"logps/rejected": -219.581298828125,
"loss": 0.2582,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": 1.6987485885620117,
"rewards/margins": 2.946779251098633,
"rewards/rejected": -1.2480309009552002,
"step": 40
},
{
"epoch": 1.3432835820895521,
"grad_norm": 21.427007652112742,
"learning_rate": 6.64544436638005e-07,
"logits/chosen": -2.5179731845855713,
"logits/rejected": -2.5242679119110107,
"logps/chosen": -243.6165008544922,
"logps/rejected": -223.01467895507812,
"loss": 0.2809,
"rewards/accuracies": 0.893750011920929,
"rewards/chosen": 2.208566904067993,
"rewards/margins": 3.001779079437256,
"rewards/rejected": -0.7932125926017761,
"step": 45
},
{
"epoch": 1.4925373134328357,
"grad_norm": 24.490168137290794,
"learning_rate": 5.790887154221519e-07,
"logits/chosen": -2.534179449081421,
"logits/rejected": -2.5223186016082764,
"logps/chosen": -245.3209228515625,
"logps/rejected": -230.1135711669922,
"loss": 0.2704,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": 2.485767364501953,
"rewards/margins": 3.721315860748291,
"rewards/rejected": -1.2355483770370483,
"step": 50
},
{
"epoch": 1.4925373134328357,
"eval_logits/chosen": -2.4811432361602783,
"eval_logits/rejected": -2.4862773418426514,
"eval_logps/chosen": -233.6154022216797,
"eval_logps/rejected": -202.26788330078125,
"eval_loss": 0.6698261499404907,
"eval_rewards/accuracies": 0.7583333253860474,
"eval_rewards/chosen": 1.3441599607467651,
"eval_rewards/margins": 1.3986517190933228,
"eval_rewards/rejected": -0.054491832852363586,
"eval_runtime": 65.2748,
"eval_samples_per_second": 14.554,
"eval_steps_per_second": 0.23,
"step": 50
},
{
"epoch": 1.6417910447761193,
"grad_norm": 37.8980453420408,
"learning_rate": 4.911757596784357e-07,
"logits/chosen": -2.4741039276123047,
"logits/rejected": -2.484839916229248,
"logps/chosen": -238.60690307617188,
"logps/rejected": -259.42974853515625,
"loss": 0.3114,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": 2.5658390522003174,
"rewards/margins": 3.876957654953003,
"rewards/rejected": -1.311118483543396,
"step": 55
},
{
"epoch": 1.7910447761194028,
"grad_norm": 25.33622153036637,
"learning_rate": 4.0353696729525153e-07,
"logits/chosen": -2.447230815887451,
"logits/rejected": -2.454420804977417,
"logps/chosen": -241.8343963623047,
"logps/rejected": -248.6758575439453,
"loss": 0.2955,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": 2.8466014862060547,
"rewards/margins": 3.5575203895568848,
"rewards/rejected": -0.7109190225601196,
"step": 60
},
{
"epoch": 1.9402985074626866,
"grad_norm": 25.54659742532799,
"learning_rate": 3.1889521808515883e-07,
"logits/chosen": -2.425412654876709,
"logits/rejected": -2.4246826171875,
"logps/chosen": -242.4326934814453,
"logps/rejected": -209.26889038085938,
"loss": 0.3105,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": 2.472623348236084,
"rewards/margins": 2.825917959213257,
"rewards/rejected": -0.3532942235469818,
"step": 65
},
{
"epoch": 2.08955223880597,
"grad_norm": 16.864437001307557,
"learning_rate": 2.398802756945589e-07,
"logits/chosen": -2.3947904109954834,
"logits/rejected": -2.3913135528564453,
"logps/chosen": -239.5849151611328,
"logps/rejected": -242.7691192626953,
"loss": 0.2356,
"rewards/accuracies": 0.956250011920929,
"rewards/chosen": 2.736234188079834,
"rewards/margins": 3.8313822746276855,
"rewards/rejected": -1.0951482057571411,
"step": 70
},
{
"epoch": 2.2388059701492535,
"grad_norm": 14.451394682026951,
"learning_rate": 1.689470825715998e-07,
"logits/chosen": -2.368191957473755,
"logits/rejected": -2.3499183654785156,
"logps/chosen": -217.12374877929688,
"logps/rejected": -230.18588256835938,
"loss": 0.1513,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 2.5037055015563965,
"rewards/margins": 3.936789035797119,
"rewards/rejected": -1.4330837726593018,
"step": 75
},
{
"epoch": 2.388059701492537,
"grad_norm": 25.39911714592628,
"learning_rate": 1.0829948651407372e-07,
"logits/chosen": -2.3876171112060547,
"logits/rejected": -2.3770811557769775,
"logps/chosen": -242.2554473876953,
"logps/rejected": -248.1456756591797,
"loss": 0.1699,
"rewards/accuracies": 0.918749988079071,
"rewards/chosen": 2.8140194416046143,
"rewards/margins": 3.681828022003174,
"rewards/rejected": -0.86780846118927,
"step": 80
},
{
"epoch": 2.5373134328358207,
"grad_norm": 14.791785799598257,
"learning_rate": 5.982176856345444e-08,
"logits/chosen": -2.3988237380981445,
"logits/rejected": -2.385554313659668,
"logps/chosen": -260.5726623535156,
"logps/rejected": -248.03329467773438,
"loss": 0.154,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 3.059401750564575,
"rewards/margins": 3.9952499866485596,
"rewards/rejected": -0.9358483552932739,
"step": 85
},
{
"epoch": 2.6865671641791042,
"grad_norm": 16.84144820116068,
"learning_rate": 2.5020099628504598e-08,
"logits/chosen": -2.3938612937927246,
"logits/rejected": -2.398956060409546,
"logps/chosen": -239.680419921875,
"logps/rejected": -238.61038208007812,
"loss": 0.1517,
"rewards/accuracies": 0.956250011920929,
"rewards/chosen": 2.9095988273620605,
"rewards/margins": 4.1475067138671875,
"rewards/rejected": -1.2379077672958374,
"step": 90
},
{
"epoch": 2.835820895522388,
"grad_norm": 15.141407540579351,
"learning_rate": 4.975744742772847e-09,
"logits/chosen": -2.40722393989563,
"logits/rejected": -2.397171974182129,
"logps/chosen": -232.5000762939453,
"logps/rejected": -241.65133666992188,
"loss": 0.1794,
"rewards/accuracies": 0.949999988079071,
"rewards/chosen": 2.393092632293701,
"rewards/margins": 3.879788875579834,
"rewards/rejected": -1.4866969585418701,
"step": 95
},
{
"epoch": 2.955223880597015,
"step": 99,
"total_flos": 1167029855846400.0,
"train_loss": 0.3617620191188774,
"train_runtime": 3443.816,
"train_samples_per_second": 7.446,
"train_steps_per_second": 0.029
}
],
"logging_steps": 5,
"max_steps": 99,
"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": true
},
"attributes": {}
}
},
"total_flos": 1167029855846400.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|