File size: 8,763 Bytes
258a390 |
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 |
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9984,
"eval_steps": 500,
"global_step": 156,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.064,
"grad_norm": 48.569252014160156,
"learning_rate": 6.249999999999999e-07,
"logits/chosen": -1.8510873317718506,
"logits/rejected": -0.29376277327537537,
"logps/chosen": -214.10960388183594,
"logps/rejected": -737.373291015625,
"loss": 0.6961,
"rewards/accuracies": 0.4375,
"rewards/chosen": 0.006722441408783197,
"rewards/margins": 0.026040678843855858,
"rewards/rejected": -0.019318239763379097,
"step": 10
},
{
"epoch": 0.128,
"grad_norm": 14.449111938476562,
"learning_rate": 9.979871469976195e-07,
"logits/chosen": -1.8497416973114014,
"logits/rejected": -0.2751065790653229,
"logps/chosen": -240.32241821289062,
"logps/rejected": -844.6730346679688,
"loss": 0.4739,
"rewards/accuracies": 0.9468749761581421,
"rewards/chosen": 0.029739724472165108,
"rewards/margins": 0.6849702596664429,
"rewards/rejected": -0.6552305817604065,
"step": 20
},
{
"epoch": 0.192,
"grad_norm": 0.7451657056808472,
"learning_rate": 9.755282581475767e-07,
"logits/chosen": -2.152054786682129,
"logits/rejected": -0.8167506456375122,
"logps/chosen": -241.89797973632812,
"logps/rejected": -830.0802612304688,
"loss": 0.1085,
"rewards/accuracies": 0.996874988079071,
"rewards/chosen": -0.33556511998176575,
"rewards/margins": 4.663994312286377,
"rewards/rejected": -4.99955940246582,
"step": 30
},
{
"epoch": 0.256,
"grad_norm": 0.9800211191177368,
"learning_rate": 9.29224396800933e-07,
"logits/chosen": -2.6119227409362793,
"logits/rejected": -1.6330392360687256,
"logps/chosen": -261.77215576171875,
"logps/rejected": -951.4508666992188,
"loss": 0.0372,
"rewards/accuracies": 0.9937499761581421,
"rewards/chosen": -2.5927298069000244,
"rewards/margins": 14.331648826599121,
"rewards/rejected": -16.924379348754883,
"step": 40
},
{
"epoch": 0.32,
"grad_norm": 0.08055471628904343,
"learning_rate": 8.613974319136957e-07,
"logits/chosen": -2.8284103870391846,
"logits/rejected": -2.016091823577881,
"logps/chosen": -267.1216735839844,
"logps/rejected": -1083.85693359375,
"loss": 0.0246,
"rewards/accuracies": 0.996874988079071,
"rewards/chosen": -4.838659286499023,
"rewards/margins": 24.708829879760742,
"rewards/rejected": -29.547487258911133,
"step": 50
},
{
"epoch": 0.384,
"grad_norm": 0.07454250752925873,
"learning_rate": 7.754484907260512e-07,
"logits/chosen": -2.8392865657806396,
"logits/rejected": -2.14508056640625,
"logps/chosen": -296.3800964355469,
"logps/rejected": -1137.64892578125,
"loss": 0.02,
"rewards/accuracies": 0.996874988079071,
"rewards/chosen": -6.760532379150391,
"rewards/margins": 29.1066951751709,
"rewards/rejected": -35.86723327636719,
"step": 60
},
{
"epoch": 0.448,
"grad_norm": 0.10226113349199295,
"learning_rate": 6.756874120406714e-07,
"logits/chosen": -2.863455295562744,
"logits/rejected": -2.1374523639678955,
"logps/chosen": -282.3721008300781,
"logps/rejected": -1143.27587890625,
"loss": 0.0304,
"rewards/accuracies": 0.9874999523162842,
"rewards/chosen": -6.247722148895264,
"rewards/margins": 30.036664962768555,
"rewards/rejected": -36.28438949584961,
"step": 70
},
{
"epoch": 0.512,
"grad_norm": 0.06721244752407074,
"learning_rate": 5.671166329088277e-07,
"logits/chosen": -2.756829023361206,
"logits/rejected": -2.045252799987793,
"logps/chosen": -291.5985412597656,
"logps/rejected": -1122.9361572265625,
"loss": 0.019,
"rewards/accuracies": 1.0,
"rewards/chosen": -5.791654586791992,
"rewards/margins": 27.7723331451416,
"rewards/rejected": -33.563987731933594,
"step": 80
},
{
"epoch": 0.576,
"grad_norm": 0.07295263558626175,
"learning_rate": 4.5518034554828327e-07,
"logits/chosen": -2.751217842102051,
"logits/rejected": -2.025172233581543,
"logps/chosen": -286.55694580078125,
"logps/rejected": -1081.6651611328125,
"loss": 0.0353,
"rewards/accuracies": 0.981249988079071,
"rewards/chosen": -5.1540751457214355,
"rewards/margins": 25.992502212524414,
"rewards/rejected": -31.146577835083008,
"step": 90
},
{
"epoch": 0.64,
"grad_norm": 0.08157353848218918,
"learning_rate": 3.454915028125263e-07,
"logits/chosen": -2.746480703353882,
"logits/rejected": -1.9662470817565918,
"logps/chosen": -271.390869140625,
"logps/rejected": -1062.62109375,
"loss": 0.0169,
"rewards/accuracies": 1.0,
"rewards/chosen": -4.289627552032471,
"rewards/margins": 24.77456283569336,
"rewards/rejected": -29.06418800354004,
"step": 100
},
{
"epoch": 0.704,
"grad_norm": 0.1165793165564537,
"learning_rate": 2.4355036129704696e-07,
"logits/chosen": -2.7295165061950684,
"logits/rejected": -1.951841950416565,
"logps/chosen": -265.2632141113281,
"logps/rejected": -1057.536376953125,
"loss": 0.0252,
"rewards/accuracies": 0.9937499761581421,
"rewards/chosen": -4.240163803100586,
"rewards/margins": 23.72610092163086,
"rewards/rejected": -27.966266632080078,
"step": 110
},
{
"epoch": 0.768,
"grad_norm": 0.06965842097997665,
"learning_rate": 1.5446867550656767e-07,
"logits/chosen": -2.7134926319122314,
"logits/rejected": -1.9151828289031982,
"logps/chosen": -272.508056640625,
"logps/rejected": -1058.3094482421875,
"loss": 0.0668,
"rewards/accuracies": 0.9906249642372131,
"rewards/chosen": -4.029051303863525,
"rewards/margins": 23.791399002075195,
"rewards/rejected": -27.82044792175293,
"step": 120
},
{
"epoch": 0.832,
"grad_norm": 0.06551803648471832,
"learning_rate": 8.271337313934867e-08,
"logits/chosen": -2.6546225547790527,
"logits/rejected": -1.8665531873703003,
"logps/chosen": -285.0191650390625,
"logps/rejected": -1041.3951416015625,
"loss": 0.036,
"rewards/accuracies": 0.9812500476837158,
"rewards/chosen": -3.9543297290802,
"rewards/margins": 22.66595458984375,
"rewards/rejected": -26.620285034179688,
"step": 130
},
{
"epoch": 0.896,
"grad_norm": 0.07770426571369171,
"learning_rate": 3.188256468013139e-08,
"logits/chosen": -2.7073161602020264,
"logits/rejected": -1.8695634603500366,
"logps/chosen": -265.3280029296875,
"logps/rejected": -1062.6976318359375,
"loss": 0.0197,
"rewards/accuracies": 0.996874988079071,
"rewards/chosen": -3.531825304031372,
"rewards/margins": 23.626256942749023,
"rewards/rejected": -27.158079147338867,
"step": 140
},
{
"epoch": 0.96,
"grad_norm": 0.06992675364017487,
"learning_rate": 4.5251191160326495e-09,
"logits/chosen": -2.6707656383514404,
"logits/rejected": -1.817920446395874,
"logps/chosen": -286.8282165527344,
"logps/rejected": -1117.4290771484375,
"loss": 0.0668,
"rewards/accuracies": 0.987500011920929,
"rewards/chosen": -3.840498924255371,
"rewards/margins": 23.849292755126953,
"rewards/rejected": -27.68979263305664,
"step": 150
},
{
"epoch": 0.9984,
"step": 156,
"total_flos": 1.1115841451898962e+18,
"train_loss": 0.10875998093531682,
"train_runtime": 5515.1168,
"train_samples_per_second": 0.907,
"train_steps_per_second": 0.028
}
],
"logging_steps": 10,
"max_steps": 156,
"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": 1.1115841451898962e+18,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}
|