File size: 12,481 Bytes
25e14ba |
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": 1.8691588785046729,
"eval_steps": 50,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.09345794392523364,
"grad_norm": 60.911718623004575,
"learning_rate": 5e-07,
"logits/chosen": -2.7505905628204346,
"logits/rejected": -2.7347910404205322,
"logps/chosen": -268.56610107421875,
"logps/rejected": -197.9918670654297,
"loss": 0.6901,
"rewards/accuracies": 0.36250001192092896,
"rewards/chosen": 0.023711280897259712,
"rewards/margins": 0.013997456058859825,
"rewards/rejected": 0.009713825769722462,
"step": 5
},
{
"epoch": 0.18691588785046728,
"grad_norm": 52.11990471190019,
"learning_rate": 1e-06,
"logits/chosen": -2.7212181091308594,
"logits/rejected": -2.7145252227783203,
"logps/chosen": -263.0387268066406,
"logps/rejected": -212.9672088623047,
"loss": 0.6421,
"rewards/accuracies": 0.65625,
"rewards/chosen": 0.5446255803108215,
"rewards/margins": 0.25802525877952576,
"rewards/rejected": 0.2866002917289734,
"step": 10
},
{
"epoch": 0.2803738317757009,
"grad_norm": 47.29095735423265,
"learning_rate": 9.972240926774166e-07,
"logits/chosen": -2.633105516433716,
"logits/rejected": -2.60020112991333,
"logps/chosen": -255.480712890625,
"logps/rejected": -195.80056762695312,
"loss": 0.6413,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 1.5034700632095337,
"rewards/margins": 0.6529636383056641,
"rewards/rejected": 0.850506603717804,
"step": 15
},
{
"epoch": 0.37383177570093457,
"grad_norm": 46.52606913589643,
"learning_rate": 9.889271933555212e-07,
"logits/chosen": -2.576512336730957,
"logits/rejected": -2.5848257541656494,
"logps/chosen": -249.4801025390625,
"logps/rejected": -228.74624633789062,
"loss": 0.6341,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 1.605277419090271,
"rewards/margins": 0.9651613235473633,
"rewards/rejected": 0.6401159167289734,
"step": 20
},
{
"epoch": 0.4672897196261682,
"grad_norm": 46.161897408432196,
"learning_rate": 9.752014277286431e-07,
"logits/chosen": -2.643796682357788,
"logits/rejected": -2.643813133239746,
"logps/chosen": -244.34548950195312,
"logps/rejected": -226.01144409179688,
"loss": 0.5939,
"rewards/accuracies": 0.71875,
"rewards/chosen": 1.4437496662139893,
"rewards/margins": 1.0351409912109375,
"rewards/rejected": 0.4086088240146637,
"step": 25
},
{
"epoch": 0.5607476635514018,
"grad_norm": 47.338837202921155,
"learning_rate": 9.561992016100291e-07,
"logits/chosen": -2.666031837463379,
"logits/rejected": -2.6790859699249268,
"logps/chosen": -245.907958984375,
"logps/rejected": -238.5924835205078,
"loss": 0.653,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": 1.311069369316101,
"rewards/margins": 1.3995612859725952,
"rewards/rejected": -0.08849197626113892,
"step": 30
},
{
"epoch": 0.6542056074766355,
"grad_norm": 37.4693773707841,
"learning_rate": 9.321315086741915e-07,
"logits/chosen": -2.7113430500030518,
"logits/rejected": -2.6925148963928223,
"logps/chosen": -252.6649932861328,
"logps/rejected": -224.28744506835938,
"loss": 0.5817,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 1.6021201610565186,
"rewards/margins": 1.8016893863677979,
"rewards/rejected": -0.19956918060779572,
"step": 35
},
{
"epoch": 0.7476635514018691,
"grad_norm": 42.59386751350814,
"learning_rate": 9.032655876613635e-07,
"logits/chosen": -2.6804230213165283,
"logits/rejected": -2.6603970527648926,
"logps/chosen": -254.66592407226562,
"logps/rejected": -232.6195831298828,
"loss": 0.6423,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": 0.9250097274780273,
"rewards/margins": 1.0544471740722656,
"rewards/rejected": -0.12943752110004425,
"step": 40
},
{
"epoch": 0.8411214953271028,
"grad_norm": 38.94368445871969,
"learning_rate": 8.699219550575952e-07,
"logits/chosen": -2.6410422325134277,
"logits/rejected": -2.620154619216919,
"logps/chosen": -243.9797821044922,
"logps/rejected": -212.0509033203125,
"loss": 0.5545,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": 1.005589246749878,
"rewards/margins": 1.2179254293441772,
"rewards/rejected": -0.21233627200126648,
"step": 45
},
{
"epoch": 0.9345794392523364,
"grad_norm": 32.489482448510415,
"learning_rate": 8.324708461985124e-07,
"logits/chosen": -2.5788509845733643,
"logits/rejected": -2.5809426307678223,
"logps/chosen": -240.7474365234375,
"logps/rejected": -201.14662170410156,
"loss": 0.5653,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.9063326716423035,
"rewards/margins": 1.26765775680542,
"rewards/rejected": -0.36132508516311646,
"step": 50
},
{
"epoch": 0.9345794392523364,
"eval_logits/chosen": -2.5697171688079834,
"eval_logits/rejected": -2.5530402660369873,
"eval_logps/chosen": -250.48052978515625,
"eval_logps/rejected": -229.00634765625,
"eval_loss": 0.5525274276733398,
"eval_rewards/accuracies": 0.765625,
"eval_rewards/chosen": 0.9592523574829102,
"eval_rewards/margins": 1.6393791437149048,
"eval_rewards/rejected": -0.6801266670227051,
"eval_runtime": 100.9828,
"eval_samples_per_second": 15.052,
"eval_steps_per_second": 0.238,
"step": 50
},
{
"epoch": 1.02803738317757,
"grad_norm": 24.387699558422295,
"learning_rate": 7.913281043133977e-07,
"logits/chosen": -2.5588839054107666,
"logits/rejected": -2.551605701446533,
"logps/chosen": -254.15304565429688,
"logps/rejected": -232.09591674804688,
"loss": 0.484,
"rewards/accuracies": 0.8187500238418579,
"rewards/chosen": 1.21238112449646,
"rewards/margins": 1.854658842086792,
"rewards/rejected": -0.6422780156135559,
"step": 55
},
{
"epoch": 1.1214953271028036,
"grad_norm": 16.284840931900277,
"learning_rate": 7.469505631561317e-07,
"logits/chosen": -2.478685140609741,
"logits/rejected": -2.477550983428955,
"logps/chosen": -256.5254211425781,
"logps/rejected": -222.71279907226562,
"loss": 0.2287,
"rewards/accuracies": 0.9375,
"rewards/chosen": 1.9828132390975952,
"rewards/margins": 2.876364231109619,
"rewards/rejected": -0.8935510516166687,
"step": 60
},
{
"epoch": 1.2149532710280373,
"grad_norm": 22.220068053555675,
"learning_rate": 6.998309744925411e-07,
"logits/chosen": -2.4371962547302246,
"logits/rejected": -2.4383292198181152,
"logps/chosen": -245.124267578125,
"logps/rejected": -238.2715606689453,
"loss": 0.2741,
"rewards/accuracies": 0.90625,
"rewards/chosen": 2.2250008583068848,
"rewards/margins": 3.028366804122925,
"rewards/rejected": -0.8033663630485535,
"step": 65
},
{
"epoch": 1.308411214953271,
"grad_norm": 25.13810110324404,
"learning_rate": 6.504925367674594e-07,
"logits/chosen": -2.443160057067871,
"logits/rejected": -2.4514541625976562,
"logps/chosen": -231.23880004882812,
"logps/rejected": -251.7025909423828,
"loss": 0.2665,
"rewards/accuracies": 0.90625,
"rewards/chosen": 2.0451855659484863,
"rewards/margins": 3.1943559646606445,
"rewards/rejected": -1.1491702795028687,
"step": 70
},
{
"epoch": 1.4018691588785046,
"grad_norm": 21.55583766195851,
"learning_rate": 5.994830857031499e-07,
"logits/chosen": -2.472496747970581,
"logits/rejected": -2.4373836517333984,
"logps/chosen": -256.70831298828125,
"logps/rejected": -240.29275512695312,
"loss": 0.2784,
"rewards/accuracies": 0.856249988079071,
"rewards/chosen": 1.972904920578003,
"rewards/margins": 3.4955241680145264,
"rewards/rejected": -1.5226194858551025,
"step": 75
},
{
"epoch": 1.4953271028037383,
"grad_norm": 19.53365898582386,
"learning_rate": 5.473690113345342e-07,
"logits/chosen": -2.469449043273926,
"logits/rejected": -2.4470181465148926,
"logps/chosen": -248.6388397216797,
"logps/rejected": -195.94500732421875,
"loss": 0.2449,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": 1.9075500965118408,
"rewards/margins": 3.1177237033843994,
"rewards/rejected": -1.210173487663269,
"step": 80
},
{
"epoch": 1.588785046728972,
"grad_norm": 23.69859964059544,
"learning_rate": 4.947289690242102e-07,
"logits/chosen": -2.502014636993408,
"logits/rejected": -2.455413341522217,
"logps/chosen": -249.62973022460938,
"logps/rejected": -229.01437377929688,
"loss": 0.2729,
"rewards/accuracies": 0.90625,
"rewards/chosen": 2.150496006011963,
"rewards/margins": 3.2722465991973877,
"rewards/rejected": -1.121749997138977,
"step": 85
},
{
"epoch": 1.6822429906542056,
"grad_norm": 29.464420925123257,
"learning_rate": 4.421474542878194e-07,
"logits/chosen": -2.4790539741516113,
"logits/rejected": -2.463782787322998,
"logps/chosen": -243.14852905273438,
"logps/rejected": -244.40896606445312,
"loss": 0.3061,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": 1.6596744060516357,
"rewards/margins": 3.1171317100524902,
"rewards/rejected": -1.457457423210144,
"step": 90
},
{
"epoch": 1.7757009345794392,
"grad_norm": 23.243574134240056,
"learning_rate": 3.902083127725186e-07,
"logits/chosen": -2.506107807159424,
"logits/rejected": -2.4774811267852783,
"logps/chosen": -253.5945587158203,
"logps/rejected": -210.60678100585938,
"loss": 0.2932,
"rewards/accuracies": 0.8687499761581421,
"rewards/chosen": 1.9583078622817993,
"rewards/margins": 3.305584669113159,
"rewards/rejected": -1.3472764492034912,
"step": 95
},
{
"epoch": 1.8691588785046729,
"grad_norm": 23.53393549322468,
"learning_rate": 3.394882574513519e-07,
"logits/chosen": -2.5429701805114746,
"logits/rejected": -2.535693407058716,
"logps/chosen": -248.3795928955078,
"logps/rejected": -225.8032684326172,
"loss": 0.2953,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": 1.7190853357315063,
"rewards/margins": 3.4785995483398438,
"rewards/rejected": -1.7595138549804688,
"step": 100
},
{
"epoch": 1.8691588785046729,
"eval_logits/chosen": -2.573176860809326,
"eval_logits/rejected": -2.5532119274139404,
"eval_logps/chosen": -248.56651306152344,
"eval_logps/rejected": -236.0966796875,
"eval_loss": 0.5386662483215332,
"eval_rewards/accuracies": 0.8229166865348816,
"eval_rewards/chosen": 1.1506575345993042,
"eval_rewards/margins": 2.5398218631744385,
"eval_rewards/rejected": -1.3891644477844238,
"eval_runtime": 100.7243,
"eval_samples_per_second": 15.091,
"eval_steps_per_second": 0.238,
"step": 100
}
],
"logging_steps": 5,
"max_steps": 159,
"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
}
|