Hugging Face's logo

Media1129
/
keyword-tag-model-4000-9-16

Token Classification
Transformers
PyTorch
bert
Inference Endpoints
Model card Files Community
1
keyword-tag-model-4000-9-16
File size: 1,334 Bytes 
1eddcfb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 4.848484848484849,
  "global_step": 4000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.61,
      "learning_rate": 4.3939393939393944e-05,
      "loss": 0.1499,
      "step": 500
    },
    {
      "epoch": 1.21,
      "learning_rate": 3.787878787878788e-05,
      "loss": 0.0214,
      "step": 1000
    },
    {
      "epoch": 1.82,
      "learning_rate": 3.181818181818182e-05,
      "loss": 0.0066,
      "step": 1500
    },
    {
      "epoch": 2.42,
      "learning_rate": 2.575757575757576e-05,
      "loss": 0.0032,
      "step": 2000
    },
    {
      "epoch": 3.03,
      "learning_rate": 1.9696969696969697e-05,
      "loss": 0.0015,
      "step": 2500
    },
    {
      "epoch": 3.64,
      "learning_rate": 1.3636363636363637e-05,
      "loss": 0.0011,
      "step": 3000
    },
    {
      "epoch": 4.24,
      "learning_rate": 7.5757575757575764e-06,
      "loss": 0.0012,
      "step": 3500
    },
    {
      "epoch": 4.85,
      "learning_rate": 1.5151515151515152e-06,
      "loss": 0.0003,
      "step": 4000
    }
  ],
  "max_steps": 4125,
  "num_train_epochs": 5,
  "total_flos": 618627535241304.0,
  "trial_name": null,
  "trial_params": null
}