File size: 2,707 Bytes
fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 cf33ead fed6441 |
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 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.0,
"eval_steps": 500,
"global_step": 162,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_B": {
"f1-score": 0.8266764382557715,
"precision": 0.7866108786610879,
"recall": 0.871042471042471,
"support": 1295.0
},
"eval_I": {
"f1-score": 0.9410658617447671,
"precision": 0.9344077040239768,
"recall": 0.9478195863443808,
"support": 20065.0
},
"eval_O": {
"f1-score": 0.8562443302086484,
"precision": 0.8789421405512788,
"recall": 0.8346893055064262,
"support": 8481.0
},
"eval_accuracy": 0.912335377500754,
"eval_loss": 0.2450982630252838,
"eval_macro avg": {
"f1-score": 0.8746622100697291,
"precision": 0.8666535744121145,
"recall": 0.8845171209644261,
"support": 29841.0
},
"eval_runtime": 4.6269,
"eval_samples_per_second": 17.29,
"eval_steps_per_second": 2.161,
"eval_weighted avg": {
"f1-score": 0.9119949287205363,
"precision": 0.9122301519092053,
"recall": 0.912335377500754,
"support": 29841.0
},
"step": 81
},
{
"epoch": 2.0,
"eval_B": {
"f1-score": 0.8833395452851286,
"precision": 0.8537463976945245,
"recall": 0.915057915057915,
"support": 1295.0
},
"eval_I": {
"f1-score": 0.9549518227873249,
"precision": 0.9516903430183636,
"recall": 0.958235733864939,
"support": 20065.0
},
"eval_O": {
"f1-score": 0.88924750463212,
"precision": 0.9016969696969697,
"recall": 0.877137130055418,
"support": 8481.0
},
"eval_accuracy": 0.9333132267685399,
"eval_loss": 0.20076116919517517,
"eval_macro avg": {
"f1-score": 0.9091796242348579,
"precision": 0.9023779034699526,
"recall": 0.916810259659424,
"support": 29841.0
},
"eval_runtime": 4.6524,
"eval_samples_per_second": 17.195,
"eval_steps_per_second": 2.149,
"eval_weighted avg": {
"f1-score": 0.9331705077630417,
"precision": 0.9332314707173981,
"recall": 0.9333132267685399,
"support": 29841.0
},
"step": 162
}
],
"logging_steps": 500,
"max_steps": 4050,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"total_flos": 287573305471200.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}
|