Hugging Face's logo

imohammad12
/
GRS-Grammar-Checker-DeBerta

Text Classification
Transformers
PyTorch
English
deberta
grs
Inference Endpoints
Model card Files Community
2
GRS-Grammar-Checker-DeBerta
File size: 1,873 Bytes 
3da2248
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 4.0,
  "global_step": 716,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.28,
      "learning_rate": 5e-06,
      "loss": 0.6789,
      "step": 50
    },
    {
      "epoch": 0.56,
      "learning_rate": 1e-05,
      "loss": 0.5907,
      "step": 100
    },
    {
      "epoch": 0.84,
      "learning_rate": 1.5e-05,
      "loss": 0.4927,
      "step": 150
    },
    {
      "epoch": 1.12,
      "learning_rate": 2e-05,
      "loss": 0.4183,
      "step": 200
    },
    {
      "epoch": 1.4,
      "learning_rate": 2.5e-05,
      "loss": 0.3848,
      "step": 250
    },
    {
      "epoch": 1.68,
      "learning_rate": 3e-05,
      "loss": 0.3815,
      "step": 300
    },
    {
      "epoch": 1.96,
      "learning_rate": 3.5e-05,
      "loss": 0.3652,
      "step": 350
    },
    {
      "epoch": 2.23,
      "learning_rate": 4e-05,
      "loss": 0.2917,
      "step": 400
    },
    {
      "epoch": 2.51,
      "learning_rate": 4.5e-05,
      "loss": 0.2744,
      "step": 450
    },
    {
      "epoch": 2.79,
      "learning_rate": 5e-05,
      "loss": 0.2875,
      "step": 500
    },
    {
      "epoch": 3.07,
      "learning_rate": 4.367088607594937e-05,
      "loss": 0.2423,
      "step": 550
    },
    {
      "epoch": 3.35,
      "learning_rate": 3.7341772151898736e-05,
      "loss": 0.1756,
      "step": 600
    },
    {
      "epoch": 3.63,
      "learning_rate": 3.10126582278481e-05,
      "loss": 0.1606,
      "step": 650
    },
    {
      "epoch": 3.91,
      "learning_rate": 2.468354430379747e-05,
      "loss": 0.1644,
      "step": 700
    }
  ],
  "max_steps": 895,
  "num_train_epochs": 5,
  "total_flos": 1342598254767024.0,
  "trial_name": null,
  "trial_params": null
}