Spaces:
Running
Running
File size: 2,909 Bytes
96d8764 |
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 |
{
"best_metric": 0.8475452196382429,
"best_model_checkpoint": "distilhubert-finetuned-mixed-data/checkpoint-121",
"epoch": 4.989690721649485,
"eval_steps": 500,
"global_step": 121,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.9896907216494846,
"eval_accuracy": 0.6330749354005168,
"eval_f1": 0.5595352399182605,
"eval_loss": 0.9406359791755676,
"eval_precision": 0.5371302620976882,
"eval_recall": 0.6330749354005168,
"eval_runtime": 1.7053,
"eval_samples_per_second": 226.94,
"eval_steps_per_second": 28.734,
"step": 24
},
{
"epoch": 1.9793814432989691,
"eval_accuracy": 0.648578811369509,
"eval_f1": 0.6477021416649994,
"eval_loss": 0.780166745185852,
"eval_precision": 0.6774262760064707,
"eval_recall": 0.648578811369509,
"eval_runtime": 1.7536,
"eval_samples_per_second": 220.692,
"eval_steps_per_second": 27.943,
"step": 48
},
{
"epoch": 2.9690721649484537,
"eval_accuracy": 0.7622739018087855,
"eval_f1": 0.7570575757476992,
"eval_loss": 0.6011457443237305,
"eval_precision": 0.7764632789142593,
"eval_recall": 0.7622739018087855,
"eval_runtime": 1.7377,
"eval_samples_per_second": 222.71,
"eval_steps_per_second": 28.198,
"step": 72
},
{
"epoch": 4.0,
"eval_accuracy": 0.8165374677002584,
"eval_f1": 0.8076125604953357,
"eval_loss": 0.5131179690361023,
"eval_precision": 0.8269359136036004,
"eval_recall": 0.8165374677002584,
"eval_runtime": 1.7268,
"eval_samples_per_second": 224.11,
"eval_steps_per_second": 28.376,
"step": 97
},
{
"epoch": 4.989690721649485,
"eval_accuracy": 0.8475452196382429,
"eval_f1": 0.8448866153449188,
"eval_loss": 0.4369746148586273,
"eval_precision": 0.8463304077554821,
"eval_recall": 0.8475452196382429,
"eval_runtime": 1.74,
"eval_samples_per_second": 222.416,
"eval_steps_per_second": 28.161,
"step": 121
}
],
"logging_steps": 500,
"max_steps": 240,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1.7568400176e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|