File size: 3,409 Bytes
7a2f9fb |
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 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2544,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6758064516129032,
"eval_loss": 0.40983492136001587,
"eval_runtime": 5.8092,
"eval_samples_per_second": 533.639,
"eval_steps_per_second": 11.189,
"step": 318
},
{
"epoch": 1.5723270440251573,
"grad_norm": 0.86518794298172,
"learning_rate": 1.606918238993711e-05,
"loss": 0.645,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8412903225806452,
"eval_loss": 0.142293781042099,
"eval_runtime": 6.1991,
"eval_samples_per_second": 500.073,
"eval_steps_per_second": 10.485,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8938709677419355,
"eval_loss": 0.07486626505851746,
"eval_runtime": 5.5967,
"eval_samples_per_second": 553.895,
"eval_steps_per_second": 11.614,
"step": 954
},
{
"epoch": 3.1446540880503147,
"grad_norm": 0.7068584561347961,
"learning_rate": 1.2138364779874214e-05,
"loss": 0.1671,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9141935483870968,
"eval_loss": 0.053671687841415405,
"eval_runtime": 5.7734,
"eval_samples_per_second": 536.949,
"eval_steps_per_second": 11.259,
"step": 1272
},
{
"epoch": 4.716981132075472,
"grad_norm": 0.464497447013855,
"learning_rate": 8.207547169811321e-06,
"loss": 0.0849,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.9238709677419354,
"eval_loss": 0.04483605548739433,
"eval_runtime": 6.0581,
"eval_samples_per_second": 511.712,
"eval_steps_per_second": 10.729,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.9261290322580645,
"eval_loss": 0.04038877785205841,
"eval_runtime": 5.6704,
"eval_samples_per_second": 546.695,
"eval_steps_per_second": 11.463,
"step": 1908
},
{
"epoch": 6.289308176100629,
"grad_norm": 0.36644139885902405,
"learning_rate": 4.276729559748428e-06,
"loss": 0.0648,
"step": 2000
},
{
"epoch": 7.0,
"eval_accuracy": 0.9312903225806451,
"eval_loss": 0.038099613040685654,
"eval_runtime": 5.8179,
"eval_samples_per_second": 532.835,
"eval_steps_per_second": 11.172,
"step": 2226
},
{
"epoch": 7.861635220125786,
"grad_norm": 0.39690807461738586,
"learning_rate": 3.459119496855346e-07,
"loss": 0.0579,
"step": 2500
}
],
"logging_steps": 500,
"max_steps": 2544,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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": 698672024112468.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.3417365166940647,
"num_train_epochs": 8,
"temperature": 2
}
}
|