File size: 1,369 Bytes
b71f86d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "epoch": 3,
  "train_loss": 0.11839685356214842,
  "val_loss": 0.15373048547485152,
  "precision_entities": 0.8830252481840766,
  "recall_entities": 0.8830252481840766,
  "f1_entities": 0.8830252481840766,
  "f2_entities": 0.8830252481840766,
  "support_entities": 105869,
  "best_f1_so_far": 0.8830252481840766,
  "label_list": [
    "O",
    "B-SUBJ",
    "I-SUBJ"
  ],
  "timestamp_utc": "2026-07-21 19:38:48",
  "history_tail": [
    {
      "epoch": 1,
      "lr": 1.6671375595973865e-05,
      "train_loss": 0.2394237914995941,
      "val_loss": 0.15944158046643445,
      "precision": 0.8789352879502026,
      "recall": 0.8789352879502026,
      "f1": 0.8789352879502026,
      "f2": 0.8789352879502026,
      "support": 105869
    },
    {
      "epoch": 2,
      "lr": 1.1116016245806112e-05,
      "train_loss": 0.1460330000458651,
      "val_loss": 0.1532336578132386,
      "precision": 0.8747697626311762,
      "recall": 0.8747697626311762,
      "f1": 0.8747697626311762,
      "f2": 0.8747697626311762,
      "support": 105869
    },
    {
      "epoch": 3,
      "lr": 5.5641885926187535e-06,
      "train_loss": 0.11839685356214842,
      "val_loss": 0.15373048547485152,
      "precision": 0.8830252481840766,
      "recall": 0.8830252481840766,
      "f1": 0.8830252481840766,
      "f2": 0.8830252481840766,
      "support": 105869
    }
  ]
}