File size: 3,673 Bytes
680b516 | 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 | {
"best_metric": 0.8085028357077502,
"best_model_checkpoint": "./priority_model\\checkpoint-70",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 84,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.7142857142857143,
"grad_norm": 4.813197135925293,
"learning_rate": 1.761904761904762e-05,
"loss": 1.0447,
"step": 10
},
{
"epoch": 1.0,
"eval_accuracy": 0.6981132075471698,
"eval_f1": 0.6908805031446541,
"eval_loss": 0.8730468153953552,
"eval_runtime": 0.073,
"eval_samples_per_second": 726.021,
"eval_steps_per_second": 54.794,
"step": 14
},
{
"epoch": 1.4285714285714286,
"grad_norm": 5.208207130432129,
"learning_rate": 1.5476190476190476e-05,
"loss": 0.9076,
"step": 20
},
{
"epoch": 2.0,
"eval_accuracy": 0.7735849056603774,
"eval_f1": 0.7699889219082452,
"eval_loss": 0.6862769722938538,
"eval_runtime": 0.063,
"eval_samples_per_second": 841.277,
"eval_steps_per_second": 63.493,
"step": 28
},
{
"epoch": 2.142857142857143,
"grad_norm": 4.731895923614502,
"learning_rate": 1.3095238095238096e-05,
"loss": 0.6144,
"step": 30
},
{
"epoch": 2.857142857142857,
"grad_norm": 3.9036455154418945,
"learning_rate": 1.0714285714285714e-05,
"loss": 0.5519,
"step": 40
},
{
"epoch": 3.0,
"eval_accuracy": 0.7547169811320755,
"eval_f1": 0.7487870619946091,
"eval_loss": 0.5854054093360901,
"eval_runtime": 0.066,
"eval_samples_per_second": 803.028,
"eval_steps_per_second": 60.606,
"step": 42
},
{
"epoch": 3.571428571428571,
"grad_norm": 3.5843570232391357,
"learning_rate": 8.333333333333334e-06,
"loss": 0.4169,
"step": 50
},
{
"epoch": 4.0,
"eval_accuracy": 0.7924528301886793,
"eval_f1": 0.788810373716034,
"eval_loss": 0.5518418550491333,
"eval_runtime": 0.065,
"eval_samples_per_second": 815.375,
"eval_steps_per_second": 61.538,
"step": 56
},
{
"epoch": 4.285714285714286,
"grad_norm": 4.46596097946167,
"learning_rate": 5.9523809523809525e-06,
"loss": 0.4426,
"step": 60
},
{
"epoch": 5.0,
"grad_norm": 5.991420269012451,
"learning_rate": 3.5714285714285718e-06,
"loss": 0.3359,
"step": 70
},
{
"epoch": 5.0,
"eval_accuracy": 0.8113207547169812,
"eval_f1": 0.8085028357077502,
"eval_loss": 0.5408324599266052,
"eval_runtime": 0.048,
"eval_samples_per_second": 1104.181,
"eval_steps_per_second": 83.334,
"step": 70
},
{
"epoch": 5.714285714285714,
"grad_norm": 3.559732437133789,
"learning_rate": 1.1904761904761906e-06,
"loss": 0.3507,
"step": 80
},
{
"epoch": 6.0,
"eval_accuracy": 0.8113207547169812,
"eval_f1": 0.8085028357077502,
"eval_loss": 0.5416881442070007,
"eval_runtime": 0.066,
"eval_samples_per_second": 803.025,
"eval_steps_per_second": 60.606,
"step": 84
}
],
"logging_steps": 10,
"max_steps": 84,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"total_flos": 57998008446840.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}
|