File size: 1,670 Bytes
d28f15f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "epoch": 4,
  "train_loss": 0.10388635886044963,
  "val_loss": 0.16972665383470104,
  "precision_entities": 0.8805410086182013,
  "recall_entities": 0.8805410086182013,
  "f1_entities": 0.8805410086182013,
  "f2_entities": 0.8805410086182013,
  "support_entities": 72753,
  "best_f1_so_far": 0.8805410086182013,
  "label_list": [
    "O",
    "B-SUBJ",
    "I-SUBJ"
  ],
  "timestamp_utc": "2026-07-21 18:08:25",
  "history_tail": [
    {
      "epoch": 1,
      "lr": 1.667356976443179e-05,
      "train_loss": 0.26503124979966064,
      "val_loss": 0.164652500897092,
      "precision": 0.8634970379228348,
      "recall": 0.8634970379228348,
      "f1": 0.8634970379228348,
      "f2": 0.8634970379228348,
      "support": 72753
    },
    {
      "epoch": 2,
      "lr": 1.111830183794978e-05,
      "train_loss": 0.15381039235782562,
      "val_loss": 0.15930002362754708,
      "precision": 0.8799499676989265,
      "recall": 0.8799499676989265,
      "f1": 0.8799499676989265,
      "f2": 0.8799499676989265,
      "support": 72753
    },
    {
      "epoch": 3,
      "lr": 5.565622573129692e-06,
      "train_loss": 0.12453177842621423,
      "val_loss": 0.1607879460910439,
      "precision": 0.8692150151883771,
      "recall": 0.8692150151883771,
      "f1": 0.8692150151883771,
      "f2": 0.8692150151883771,
      "support": 72753
    },
    {
      "epoch": 4,
      "lr": 1.035464664768315e-08,
      "train_loss": 0.10388635886044963,
      "val_loss": 0.16972665383470104,
      "precision": 0.8805410086182013,
      "recall": 0.8805410086182013,
      "f1": 0.8805410086182013,
      "f2": 0.8805410086182013,
      "support": 72753
    }
  ]
}