File size: 1,592 Bytes
35038ef
 
 
 
 
 
 
 
 
 
 
 
 
9d2f71e
 
 
 
35038ef
 
9d2f71e
 
 
 
35038ef
 
9d2f71e
 
 
 
35038ef
9d2f71e
 
35038ef
9d2f71e
 
 
 
35038ef
9d2f71e
 
 
35038ef
9d2f71e
 
 
 
35038ef
 
 
 
 
 
 
 
 
9d2f71e
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": 0.8331822302810515,
        "precision": 0.7901977644024075,
        "recall": 0.8811121764141898,
        "support": 1043.0
      },
      "eval_I": {
        "f1-score": 0.9471294753175105,
        "precision": 0.9443616777446711,
        "recall": 0.9499135446685879,
        "support": 17350.0
      },
      "eval_O": {
        "f1-score": 0.8992868897421833,
        "precision": 0.9103731674811195,
        "recall": 0.8884673748103187,
        "support": 9226.0
      },
      "eval_accuracy": 0.9267895289474637,
      "eval_loss": 0.20478281378746033,
      "eval_macro avg": {
        "f1-score": 0.8931995317802484,
        "precision": 0.8816442032093993,
        "recall": 0.9064976986310321,
        "support": 27619.0
      },
      "eval_runtime": 4.6128,
      "eval_samples_per_second": 17.343,
      "eval_steps_per_second": 2.168,
      "eval_weighted avg": {
        "f1-score": 0.9268447919078652,
        "precision": 0.9271861479533134,
        "recall": 0.9267895289474637,
        "support": 27619.0
      },
      "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
}