File size: 7,122 Bytes
330df1b |
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 |
{
"best_metric": 0.5072147846221924,
"best_model_checkpoint": "./mistral/20-04-24-Weni-WeniGPT-Agents-Mistral-1.0.6-SFT-1.0.7-DPO_Experiment on DPO with other hyperparameters and best SFT model of WeniGPT-2_max_steps-1470_batch_1_2024-04-20_ppid_9/checkpoint-90",
"epoch": 0.3673469387755102,
"eval_steps": 30,
"global_step": 90,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04,
"grad_norm": 83.44550323486328,
"learning_rate": 6.666666666666667e-07,
"logits/chosen": -1.7825796604156494,
"logits/rejected": -1.7886196374893188,
"logps/chosen": -169.71481323242188,
"logps/rejected": -167.6764373779297,
"loss": 0.6937,
"rewards/accuracies": 0.20000000298023224,
"rewards/chosen": -0.0002815247280523181,
"rewards/margins": -0.0010146332206204534,
"rewards/rejected": 0.0007331084925681353,
"step": 10
},
{
"epoch": 0.08,
"grad_norm": 87.56982421875,
"learning_rate": 1.777777777777778e-06,
"logits/chosen": -1.623265027999878,
"logits/rejected": -1.6968040466308594,
"logps/chosen": -128.7312469482422,
"logps/rejected": -184.20187377929688,
"loss": 0.6912,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.0030528828501701355,
"rewards/margins": 0.004004458896815777,
"rewards/rejected": -0.0009515761630609632,
"step": 20
},
{
"epoch": 0.12,
"grad_norm": 113.4741439819336,
"learning_rate": 2.888888888888889e-06,
"logits/chosen": -1.7152118682861328,
"logits/rejected": -1.758681058883667,
"logps/chosen": -146.91494750976562,
"logps/rejected": -213.5966339111328,
"loss": 0.6781,
"rewards/accuracies": 1.0,
"rewards/chosen": 0.03251449763774872,
"rewards/margins": 0.030697176232933998,
"rewards/rejected": 0.0018173219868913293,
"step": 30
},
{
"epoch": 0.12,
"eval_logits/chosen": -1.795080304145813,
"eval_logits/rejected": -1.8307874202728271,
"eval_logps/chosen": -194.3749542236328,
"eval_logps/rejected": -243.1332244873047,
"eval_loss": 0.6762310266494751,
"eval_rewards/accuracies": 0.75,
"eval_rewards/chosen": 0.05039369314908981,
"eval_rewards/margins": 0.03467999026179314,
"eval_rewards/rejected": 0.01571369729936123,
"eval_runtime": 26.2365,
"eval_samples_per_second": 1.067,
"eval_steps_per_second": 1.067,
"step": 30
},
{
"epoch": 0.16,
"grad_norm": 50.695308685302734,
"learning_rate": 4.000000000000001e-06,
"logits/chosen": -1.9357620477676392,
"logits/rejected": -1.9375683069229126,
"logps/chosen": -183.8218231201172,
"logps/rejected": -115.80632019042969,
"loss": 0.6768,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.056698836386203766,
"rewards/margins": 0.03413978964090347,
"rewards/rejected": 0.02255905233323574,
"step": 40
},
{
"epoch": 0.2,
"grad_norm": 71.6834716796875,
"learning_rate": 4.996491228070176e-06,
"logits/chosen": -1.7773185968399048,
"logits/rejected": -1.8331743478775024,
"logps/chosen": -167.78533935546875,
"logps/rejected": -227.0582733154297,
"loss": 0.6205,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": 0.1449195146560669,
"rewards/margins": 0.15578031539916992,
"rewards/rejected": -0.010860783979296684,
"step": 50
},
{
"epoch": 0.24,
"grad_norm": 93.83502197265625,
"learning_rate": 4.96140350877193e-06,
"logits/chosen": -1.7739536762237549,
"logits/rejected": -1.8414790630340576,
"logps/chosen": -153.57481384277344,
"logps/rejected": -194.3485870361328,
"loss": 0.5918,
"rewards/accuracies": 0.8999999761581421,
"rewards/chosen": 0.2464807778596878,
"rewards/margins": 0.22958576679229736,
"rewards/rejected": 0.016895027831196785,
"step": 60
},
{
"epoch": 0.24,
"eval_logits/chosen": -1.7974774837493896,
"eval_logits/rejected": -1.8332849740982056,
"eval_logps/chosen": -193.71743774414062,
"eval_logps/rejected": -243.05783081054688,
"eval_loss": 0.5998325943946838,
"eval_rewards/accuracies": 0.7857142686843872,
"eval_rewards/chosen": 0.24764502048492432,
"eval_rewards/margins": 0.20930658280849457,
"eval_rewards/rejected": 0.03833846375346184,
"eval_runtime": 26.2349,
"eval_samples_per_second": 1.067,
"eval_steps_per_second": 1.067,
"step": 60
},
{
"epoch": 0.29,
"grad_norm": 109.71602630615234,
"learning_rate": 4.926315789473685e-06,
"logits/chosen": -1.8950660228729248,
"logits/rejected": -1.9148075580596924,
"logps/chosen": -169.89028930664062,
"logps/rejected": -177.87301635742188,
"loss": 0.5992,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.15271134674549103,
"rewards/margins": 0.21031668782234192,
"rewards/rejected": -0.0576053187251091,
"step": 70
},
{
"epoch": 0.33,
"grad_norm": 90.3881607055664,
"learning_rate": 4.8912280701754386e-06,
"logits/chosen": -1.798600196838379,
"logits/rejected": -1.855521559715271,
"logps/chosen": -160.3217315673828,
"logps/rejected": -247.6388397216797,
"loss": 0.5551,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.29141485691070557,
"rewards/margins": 0.3369868993759155,
"rewards/rejected": -0.04557197913527489,
"step": 80
},
{
"epoch": 0.37,
"grad_norm": 147.27755737304688,
"learning_rate": 4.856140350877193e-06,
"logits/chosen": -1.8193047046661377,
"logits/rejected": -1.8773219585418701,
"logps/chosen": -155.37123107910156,
"logps/rejected": -245.6790008544922,
"loss": 0.4932,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.5351110696792603,
"rewards/margins": 0.5927553176879883,
"rewards/rejected": -0.05764435604214668,
"step": 90
},
{
"epoch": 0.37,
"eval_logits/chosen": -1.8004387617111206,
"eval_logits/rejected": -1.836446762084961,
"eval_logps/chosen": -192.66908264160156,
"eval_logps/rejected": -242.95899963378906,
"eval_loss": 0.5072147846221924,
"eval_rewards/accuracies": 0.8214285969734192,
"eval_rewards/chosen": 0.5621528029441833,
"eval_rewards/margins": 0.4941706657409668,
"eval_rewards/rejected": 0.06798211485147476,
"eval_runtime": 26.2422,
"eval_samples_per_second": 1.067,
"eval_steps_per_second": 1.067,
"step": 90
}
],
"logging_steps": 10,
"max_steps": 1470,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 90,
"total_flos": 0.0,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}
|