File size: 5,191 Bytes
631100c |
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 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 9.383378016085791,
"eval_steps": 500,
"global_step": 7000,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.6702412868632708,
"grad_norm": 20.23386001586914,
"learning_rate": 1.2656372669468497e-05,
"loss": 0.5543,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.7663425803184509,
"eval_loss": 0.4670431315898895,
"eval_runtime": 8.8872,
"eval_samples_per_second": 335.653,
"eval_steps_per_second": 21.042,
"step": 746
},
{
"epoch": 1.3404825737265416,
"grad_norm": 15.927043914794922,
"learning_rate": 1.1747150494937714e-05,
"loss": 0.3962,
"step": 1000
},
{
"epoch": 2.0,
"eval_accuracy": 0.7676835656166077,
"eval_loss": 0.5088892579078674,
"eval_runtime": 8.9675,
"eval_samples_per_second": 332.647,
"eval_steps_per_second": 20.853,
"step": 1492
},
{
"epoch": 2.0107238605898123,
"grad_norm": 13.621393203735352,
"learning_rate": 1.0837928320406931e-05,
"loss": 0.3095,
"step": 1500
},
{
"epoch": 2.680965147453083,
"grad_norm": 11.860713005065918,
"learning_rate": 9.92870614587615e-06,
"loss": 0.1321,
"step": 2000
},
{
"epoch": 3.0,
"eval_accuracy": 0.7743881940841675,
"eval_loss": 0.7907660007476807,
"eval_runtime": 8.9795,
"eval_samples_per_second": 332.2,
"eval_steps_per_second": 20.825,
"step": 2238
},
{
"epoch": 3.351206434316354,
"grad_norm": 4.521104335784912,
"learning_rate": 9.019483971345365e-06,
"loss": 0.0899,
"step": 2500
},
{
"epoch": 4.0,
"eval_accuracy": 0.7730472683906555,
"eval_loss": 1.2473280429840088,
"eval_runtime": 9.0219,
"eval_samples_per_second": 330.638,
"eval_steps_per_second": 20.727,
"step": 2984
},
{
"epoch": 4.021447721179625,
"grad_norm": 1.990652084350586,
"learning_rate": 8.110261796814582e-06,
"loss": 0.0644,
"step": 3000
},
{
"epoch": 4.6916890080428955,
"grad_norm": 28.1745662689209,
"learning_rate": 7.2010396222838e-06,
"loss": 0.0335,
"step": 3500
},
{
"epoch": 5.0,
"eval_accuracy": 0.7787462472915649,
"eval_loss": 1.3820961713790894,
"eval_runtime": 8.9708,
"eval_samples_per_second": 332.522,
"eval_steps_per_second": 20.845,
"step": 3730
},
{
"epoch": 5.361930294906166,
"grad_norm": 82.3304443359375,
"learning_rate": 6.2918174477530164e-06,
"loss": 0.0335,
"step": 4000
},
{
"epoch": 6.0,
"eval_accuracy": 0.7723767757415771,
"eval_loss": 1.3331011533737183,
"eval_runtime": 9.0247,
"eval_samples_per_second": 330.537,
"eval_steps_per_second": 20.721,
"step": 4476
},
{
"epoch": 6.032171581769437,
"grad_norm": 53.1148567199707,
"learning_rate": 5.382595273222234e-06,
"loss": 0.0246,
"step": 4500
},
{
"epoch": 6.702412868632708,
"grad_norm": 0.35531890392303467,
"learning_rate": 4.4733730986914515e-06,
"loss": 0.0126,
"step": 5000
},
{
"epoch": 7.0,
"eval_accuracy": 0.7686892151832581,
"eval_loss": 1.553377389907837,
"eval_runtime": 8.9304,
"eval_samples_per_second": 334.029,
"eval_steps_per_second": 20.94,
"step": 5222
},
{
"epoch": 7.372654155495979,
"grad_norm": 0.009911920875310898,
"learning_rate": 3.564150924160669e-06,
"loss": 0.0113,
"step": 5500
},
{
"epoch": 8.0,
"eval_accuracy": 0.7737177610397339,
"eval_loss": 1.53861403465271,
"eval_runtime": 8.9722,
"eval_samples_per_second": 332.47,
"eval_steps_per_second": 20.842,
"step": 5968
},
{
"epoch": 8.04289544235925,
"grad_norm": 4.0014214515686035,
"learning_rate": 2.6549287496298857e-06,
"loss": 0.0085,
"step": 6000
},
{
"epoch": 8.71313672922252,
"grad_norm": 5.749587216996588e-05,
"learning_rate": 1.745706575099103e-06,
"loss": 0.006,
"step": 6500
},
{
"epoch": 9.0,
"eval_accuracy": 0.7707006335258484,
"eval_loss": 1.7166153192520142,
"eval_runtime": 8.9324,
"eval_samples_per_second": 333.952,
"eval_steps_per_second": 20.935,
"step": 6714
},
{
"epoch": 9.383378016085791,
"grad_norm": 0.26535865664482117,
"learning_rate": 8.364844005683202e-07,
"loss": 0.005,
"step": 7000
}
],
"logging_steps": 500,
"max_steps": 7460,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 1.6607423106651636e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 1.356559484399928e-05,
"per_device_train_batch_size": 16
}
}
|