File size: 1,587 Bytes
35038ef
 
 
 
 
 
 
 
 
 
 
 
 
4264bb2
 
 
 
35038ef
 
4264bb2
 
 
 
35038ef
 
4264bb2
 
 
 
35038ef
4264bb2
 
35038ef
4264bb2
 
 
 
35038ef
4264bb2
 
 
35038ef
4264bb2
 
 
 
35038ef
 
 
 
 
 
 
 
 
4264bb2
35038ef
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 81,
  "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
    }
  ],
  "logging_steps": 500,
  "max_steps": 4050,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 50,
  "save_steps": 500,
  "total_flos": 143786652735600.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}