Hugging Face's logo

ricardo-filho
/
bert_base_tcm_0.6

Token Classification
Transformers
PyTorch
TensorBoard
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
1
bert_base_tcm_0.6
File size: 2,777 Bytes 
658ba80
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 5.0,
  "global_step": 9370,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.27,
      "learning_rate": 4.7331910352187837e-05,
      "loss": 0.0788,
      "step": 500
    },
    {
      "epoch": 0.53,
      "learning_rate": 4.466382070437567e-05,
      "loss": 0.0304,
      "step": 1000
    },
    {
      "epoch": 0.8,
      "learning_rate": 4.1995731056563505e-05,
      "loss": 0.0206,
      "step": 1500
    },
    {
      "epoch": 1.07,
      "learning_rate": 3.932764140875134e-05,
      "loss": 0.0184,
      "step": 2000
    },
    {
      "epoch": 1.33,
      "learning_rate": 3.665955176093917e-05,
      "loss": 0.0175,
      "step": 2500
    },
    {
      "epoch": 1.6,
      "learning_rate": 3.3991462113127e-05,
      "loss": 0.0116,
      "step": 3000
    },
    {
      "epoch": 1.87,
      "learning_rate": 3.1323372465314835e-05,
      "loss": 0.0086,
      "step": 3500
    },
    {
      "epoch": 2.13,
      "learning_rate": 2.8655282817502672e-05,
      "loss": 0.0139,
      "step": 4000
    },
    {
      "epoch": 2.4,
      "learning_rate": 2.5987193169690503e-05,
      "loss": 0.0065,
      "step": 4500
    },
    {
      "epoch": 2.67,
      "learning_rate": 2.3319103521878334e-05,
      "loss": 0.0053,
      "step": 5000
    },
    {
      "epoch": 2.93,
      "learning_rate": 2.0651013874066168e-05,
      "loss": 0.0061,
      "step": 5500
    },
    {
      "epoch": 3.2,
      "learning_rate": 1.7982924226254002e-05,
      "loss": 0.0074,
      "step": 6000
    },
    {
      "epoch": 3.47,
      "learning_rate": 1.5314834578441836e-05,
      "loss": 0.0036,
      "step": 6500
    },
    {
      "epoch": 3.74,
      "learning_rate": 1.264674493062967e-05,
      "loss": 0.0042,
      "step": 7000
    },
    {
      "epoch": 4.0,
      "learning_rate": 9.978655282817503e-06,
      "loss": 0.0043,
      "step": 7500
    },
    {
      "epoch": 4.27,
      "learning_rate": 7.310565635005337e-06,
      "loss": 0.0019,
      "step": 8000
    },
    {
      "epoch": 4.54,
      "learning_rate": 4.6424759871931695e-06,
      "loss": 0.0038,
      "step": 8500
    },
    {
      "epoch": 4.8,
      "learning_rate": 1.9743863393810032e-06,
      "loss": 0.002,
      "step": 9000
    },
    {
      "epoch": 5.0,
      "step": 9370,
      "total_flos": 4794764486084310.0,
      "train_loss": 0.013111605267005643,
      "train_runtime": 1302.6632,
      "train_samples_per_second": 57.517,
      "train_steps_per_second": 7.193
    }
  ],
  "max_steps": 9370,
  "num_train_epochs": 5,
  "total_flos": 4794764486084310.0,
  "trial_name": null,
  "trial_params": null
}