File size: 3,068 Bytes
e604ad2 |
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 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 4.901960784313726,
"eval_steps": 500,
"global_step": 1500,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_f1": 0.0,
"eval_f1_sklearn": 0.9551506074222,
"eval_loss": 0.19100283086299896,
"eval_precision": 0.0,
"eval_precision_sklearn": 0.9551506074222,
"eval_recall": 0.0,
"eval_recall_sklearn": 0.9551506074222,
"eval_runtime": 4.3455,
"eval_samples_per_second": 93.89,
"eval_steps_per_second": 23.472,
"step": 306
},
{
"epoch": 1.6339869281045751,
"grad_norm": 1.0916732549667358,
"learning_rate": 6.73202614379085e-07,
"loss": 0.3505,
"step": 500
},
{
"epoch": 2.0,
"eval_f1": 0.0,
"eval_f1_sklearn": 0.9551506074222,
"eval_loss": 0.17071670293807983,
"eval_precision": 0.0,
"eval_precision_sklearn": 0.9551506074222,
"eval_recall": 0.0,
"eval_recall_sklearn": 0.9551506074222,
"eval_runtime": 4.8134,
"eval_samples_per_second": 84.764,
"eval_steps_per_second": 21.191,
"step": 612
},
{
"epoch": 3.0,
"eval_f1": 0.0,
"eval_f1_sklearn": 0.9551506074222,
"eval_loss": 0.15558268129825592,
"eval_precision": 0.0,
"eval_precision_sklearn": 0.9551506074222,
"eval_recall": 0.0,
"eval_recall_sklearn": 0.9551506074222,
"eval_runtime": 4.3951,
"eval_samples_per_second": 92.83,
"eval_steps_per_second": 23.208,
"step": 918
},
{
"epoch": 3.2679738562091503,
"grad_norm": 1.2043535709381104,
"learning_rate": 3.464052287581699e-07,
"loss": 0.1655,
"step": 1000
},
{
"epoch": 4.0,
"eval_f1": 0.0,
"eval_f1_sklearn": 0.9551506074222,
"eval_loss": 0.1459077149629593,
"eval_precision": 0.0,
"eval_precision_sklearn": 0.9551506074222,
"eval_recall": 0.0,
"eval_recall_sklearn": 0.9551506074222,
"eval_runtime": 5.1168,
"eval_samples_per_second": 79.737,
"eval_steps_per_second": 19.934,
"step": 1224
},
{
"epoch": 4.901960784313726,
"grad_norm": 3.849971294403076,
"learning_rate": 1.9607843137254902e-08,
"loss": 0.1449,
"step": 1500
}
],
"logging_steps": 500,
"max_steps": 1530,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 454778868404304.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"_wandb": {},
"assignments": {},
"learning_rate": 1e-06,
"metric": "eval/loss",
"per_device_train_batch_size": 4
}
}
|