File size: 7,340 Bytes
efa7b7f |
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 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.971563981042654,
"eval_steps": 100,
"global_step": 104,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.018957345971563982,
"grad_norm": 132.20305622646663,
"learning_rate": 4.545454545454545e-08,
"logits/chosen": 117.53560638427734,
"logits/rejected": 126.8960952758789,
"logps/chosen": -335.40118408203125,
"logps/rejected": -439.16552734375,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.1895734597156398,
"grad_norm": 132.5788441374347,
"learning_rate": 4.545454545454545e-07,
"logits/chosen": 135.00689697265625,
"logits/rejected": 138.35719299316406,
"logps/chosen": -396.1441955566406,
"logps/rejected": -439.40240478515625,
"loss": 0.7179,
"rewards/accuracies": 0.4444444477558136,
"rewards/chosen": -0.007382770534604788,
"rewards/margins": -0.0036396842915564775,
"rewards/rejected": -0.003743087174370885,
"step": 10
},
{
"epoch": 0.3791469194312796,
"grad_norm": 130.1388638934296,
"learning_rate": 4.885348141000122e-07,
"logits/chosen": 121.08137512207031,
"logits/rejected": 124.82417297363281,
"logps/chosen": -371.0042419433594,
"logps/rejected": -424.25299072265625,
"loss": 0.6433,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": 0.07038744539022446,
"rewards/margins": 0.28346824645996094,
"rewards/rejected": -0.21308080852031708,
"step": 20
},
{
"epoch": 0.5687203791469194,
"grad_norm": 119.85468134756464,
"learning_rate": 4.5025027361734613e-07,
"logits/chosen": 142.1728057861328,
"logits/rejected": 135.75143432617188,
"logps/chosen": -421.06903076171875,
"logps/rejected": -467.2119140625,
"loss": 0.5746,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -1.4301902055740356,
"rewards/margins": 0.9302951693534851,
"rewards/rejected": -2.360485553741455,
"step": 30
},
{
"epoch": 0.7582938388625592,
"grad_norm": 108.85906420456956,
"learning_rate": 3.893311157806091e-07,
"logits/chosen": 125.63570404052734,
"logits/rejected": 113.9980697631836,
"logps/chosen": -397.3561706542969,
"logps/rejected": -424.4190368652344,
"loss": 0.5496,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -2.158099412918091,
"rewards/margins": 1.169090986251831,
"rewards/rejected": -3.327190399169922,
"step": 40
},
{
"epoch": 0.9478672985781991,
"grad_norm": 121.38249679586032,
"learning_rate": 3.126631330646801e-07,
"logits/chosen": 140.33822631835938,
"logits/rejected": 144.39553833007812,
"logps/chosen": -462.13653564453125,
"logps/rejected": -546.0151977539062,
"loss": 0.4858,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -2.1496312618255615,
"rewards/margins": 1.3348098993301392,
"rewards/rejected": -3.484441041946411,
"step": 50
},
{
"epoch": 1.1374407582938388,
"grad_norm": 60.277332590993936,
"learning_rate": 2.2891223348923882e-07,
"logits/chosen": 131.23561096191406,
"logits/rejected": 134.5987091064453,
"logps/chosen": -446.07977294921875,
"logps/rejected": -534.3648071289062,
"loss": 0.3021,
"rewards/accuracies": 0.887499988079071,
"rewards/chosen": -2.403707265853882,
"rewards/margins": 2.4962546825408936,
"rewards/rejected": -4.899962425231934,
"step": 60
},
{
"epoch": 1.3270142180094786,
"grad_norm": 41.03323290379581,
"learning_rate": 1.4754491880085317e-07,
"logits/chosen": 121.9046401977539,
"logits/rejected": 124.14168548583984,
"logps/chosen": -419.36175537109375,
"logps/rejected": -526.709228515625,
"loss": 0.1837,
"rewards/accuracies": 0.956250011920929,
"rewards/chosen": -2.6108951568603516,
"rewards/margins": 3.0488715171813965,
"rewards/rejected": -5.659766674041748,
"step": 70
},
{
"epoch": 1.5165876777251186,
"grad_norm": 59.303132679746895,
"learning_rate": 7.775827023107834e-08,
"logits/chosen": 107.08919525146484,
"logits/rejected": 124.07452392578125,
"logps/chosen": -425.52716064453125,
"logps/rejected": -548.1698608398438,
"loss": 0.1693,
"rewards/accuracies": 0.9125000238418579,
"rewards/chosen": -3.5938053131103516,
"rewards/margins": 3.152803897857666,
"rewards/rejected": -6.746609687805176,
"step": 80
},
{
"epoch": 1.7061611374407581,
"grad_norm": 49.07574340329523,
"learning_rate": 2.7440387297912122e-08,
"logits/chosen": 105.5522232055664,
"logits/rejected": 118.3895492553711,
"logps/chosen": -459.85089111328125,
"logps/rejected": -583.5906982421875,
"loss": 0.1517,
"rewards/accuracies": 0.96875,
"rewards/chosen": -3.670989513397217,
"rewards/margins": 3.62445330619812,
"rewards/rejected": -7.295443058013916,
"step": 90
},
{
"epoch": 1.8957345971563981,
"grad_norm": 48.77979045218656,
"learning_rate": 2.27878296044029e-09,
"logits/chosen": 111.78726959228516,
"logits/rejected": 111.61686706542969,
"logps/chosen": -448.10687255859375,
"logps/rejected": -548.4755859375,
"loss": 0.1497,
"rewards/accuracies": 0.9437500238418579,
"rewards/chosen": -3.3065879344940186,
"rewards/margins": 3.278989315032959,
"rewards/rejected": -6.585577964782715,
"step": 100
},
{
"epoch": 1.8957345971563981,
"eval_logits/chosen": 91.48928833007812,
"eval_logits/rejected": 85.78076934814453,
"eval_logps/chosen": -446.239990234375,
"eval_logps/rejected": -478.9853515625,
"eval_loss": 0.460786372423172,
"eval_rewards/accuracies": 0.7291666865348816,
"eval_rewards/chosen": -4.128589153289795,
"eval_rewards/margins": 1.7171281576156616,
"eval_rewards/rejected": -5.845716953277588,
"eval_runtime": 128.1398,
"eval_samples_per_second": 5.853,
"eval_steps_per_second": 0.187,
"step": 100
},
{
"epoch": 1.971563981042654,
"step": 104,
"total_flos": 0.0,
"train_loss": 0.38906457561713,
"train_runtime": 3484.4936,
"train_samples_per_second": 3.874,
"train_steps_per_second": 0.03
}
],
"logging_steps": 10,
"max_steps": 104,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}
|