Hugging Face's logo

Yaxin
/
xlm-roberta-base-conll2003-ner

Token Classification
Transformers
PyTorch
xlm-roberta
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Community
2
xlm-roberta-base-conll2003-ner
File size: 1,809 Bytes 
76afc18
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "global_step": 5268,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.28,
      "learning_rate": 4.525436598329537e-05,
      "loss": 0.2137,
      "step": 500
    },
    {
      "epoch": 0.57,
      "learning_rate": 4.050873196659074e-05,
      "loss": 0.0901,
      "step": 1000
    },
    {
      "epoch": 0.85,
      "learning_rate": 3.5763097949886106e-05,
      "loss": 0.0723,
      "step": 1500
    },
    {
      "epoch": 1.14,
      "learning_rate": 3.1017463933181475e-05,
      "loss": 0.0491,
      "step": 2000
    },
    {
      "epoch": 1.42,
      "learning_rate": 2.6271829916476843e-05,
      "loss": 0.0436,
      "step": 2500
    },
    {
      "epoch": 1.71,
      "learning_rate": 2.152619589977221e-05,
      "loss": 0.0397,
      "step": 3000
    },
    {
      "epoch": 1.99,
      "learning_rate": 1.678056188306758e-05,
      "loss": 0.0331,
      "step": 3500
    },
    {
      "epoch": 2.28,
      "learning_rate": 1.2034927866362947e-05,
      "loss": 0.0241,
      "step": 4000
    },
    {
      "epoch": 2.56,
      "learning_rate": 7.289293849658315e-06,
      "loss": 0.0177,
      "step": 4500
    },
    {
      "epoch": 2.85,
      "learning_rate": 2.5436598329536827e-06,
      "loss": 0.0158,
      "step": 5000
    },
    {
      "epoch": 3.0,
      "step": 5268,
      "total_flos": 1035876517340328.0,
      "train_loss": 0.05759347815719987,
      "train_runtime": 571.906,
      "train_samples_per_second": 73.659,
      "train_steps_per_second": 9.211
    }
  ],
  "max_steps": 5268,
  "num_train_epochs": 3,
  "total_flos": 1035876517340328.0,
  "trial_name": null,
  "trial_params": null
}