File size: 2,717 Bytes
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": 0.8087666523420713,
"precision": 0.8189730200174065,
"recall": 0.7988115449915111,
"support": 1178.0
},
"eval_I": {
"f1-score": 0.9374597034171502,
"precision": 0.9521418826739427,
"recall": 0.9232234509762421,
"support": 18899.0
},
"eval_O": {
"f1-score": 0.8881362400419788,
"precision": 0.863303347862376,
"recall": 0.9144400785854617,
"support": 10180.0
},
"eval_accuracy": 0.9154245298608586,
"eval_loss": 0.2228638380765915,
"eval_macro avg": {
"f1-score": 0.8781208652670669,
"precision": 0.8781394168512416,
"recall": 0.8788250248510717,
"support": 30257.0
},
"eval_runtime": 4.7167,
"eval_samples_per_second": 17.173,
"eval_steps_per_second": 2.332,
"eval_weighted avg": {
"f1-score": 0.9158543469268937,
"precision": 0.9170673807540184,
"recall": 0.9154245298608586,
"support": 30257.0
},
"step": 81
},
{
"epoch": 2.0,
"eval_B": {
"f1-score": 0.8401515151515152,
"precision": 0.7585499316005472,
"recall": 0.9414261460101867,
"support": 1178.0
},
"eval_I": {
"f1-score": 0.9568235603470944,
"precision": 0.9510219016256338,
"recall": 0.9626964389650247,
"support": 18899.0
},
"eval_O": {
"f1-score": 0.9185648054827655,
"precision": 0.9430877483443708,
"recall": 0.8952848722986247,
"support": 10180.0
},
"eval_accuracy": 0.9391876260038999,
"eval_loss": 0.16692574322223663,
"eval_macro avg": {
"f1-score": 0.905179960327125,
"precision": 0.8842198605235172,
"recall": 0.9331358190912787,
"support": 30257.0
},
"eval_runtime": 4.7116,
"eval_samples_per_second": 17.192,
"eval_steps_per_second": 2.335,
"eval_weighted avg": {
"f1-score": 0.9394089523635119,
"precision": 0.9408589092241132,
"recall": 0.9391876260038999,
"support": 30257.0
},
"step": 162
}
],
"logging_steps": 500,
"max_steps": 4050,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"total_flos": 286680220671600.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}
|