Hugging Face's logo

sanzanalora
/
banglabert-qa

Question Answering
Transformers
PyTorch
electra
Model card Files Community
1
banglabert-qa
File size: 2,521 Bytes 
e6c9aa0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 73.85502277098726,
  "best_model_checkpoint": "outputs/banglabert/checkpoint-348",
  "epoch": 2.9941081949651847,
  "global_step": 348,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.01,
      "learning_rate": 1.4285714285714286e-06,
      "loss": 6.0104,
      "step": 1
    },
    {
      "epoch": 0.99,
      "learning_rate": 3.7060702875399364e-05,
      "loss": 2.8926,
      "step": 116
    },
    {
      "epoch": 0.99,
      "eval_HasAns_exact": 54.036770583533176,
      "eval_HasAns_f1": 67.53514335825187,
      "eval_HasAns_total": 1251,
      "eval_NoAns_exact": 77.61790567545964,
      "eval_NoAns_f1": 77.61790567545964,
      "eval_NoAns_total": 1251,
      "eval_best_exact": 65.78737010391687,
      "eval_best_exact_thresh": 0.0,
      "eval_best_f1": 72.53655649127667,
      "eval_best_f1_thresh": 0.0,
      "eval_exact": 65.8273381294964,
      "eval_f1": 72.5765245168559,
      "eval_total": 2502,
      "step": 116
    },
    {
      "epoch": 1.99,
      "learning_rate": 1.8530351437699682e-05,
      "loss": 1.5349,
      "step": 232
    },
    {
      "epoch": 1.99,
      "eval_HasAns_exact": 57.95363709032774,
      "eval_HasAns_f1": 71.37777157674782,
      "eval_HasAns_total": 1251,
      "eval_NoAns_exact": 74.74020783373301,
      "eval_NoAns_f1": 74.74020783373301,
      "eval_NoAns_total": 1251,
      "eval_best_exact": 66.30695443645084,
      "eval_best_exact_thresh": 0.0,
      "eval_best_f1": 73.01902167966134,
      "eval_best_f1_thresh": 0.0,
      "eval_exact": 66.34692246203038,
      "eval_f1": 73.05898970524055,
      "eval_total": 2502,
      "step": 232
    },
    {
      "epoch": 2.99,
      "learning_rate": 0.0,
      "loss": 1.3596,
      "step": 348
    },
    {
      "epoch": 2.99,
      "eval_HasAns_exact": 58.113509192645886,
      "eval_HasAns_f1": 71.8507329920142,
      "eval_HasAns_total": 1251,
      "eval_NoAns_exact": 75.85931254996004,
      "eval_NoAns_f1": 75.85931254996004,
      "eval_NoAns_total": 1251,
      "eval_best_exact": 66.94644284572342,
      "eval_best_exact_thresh": 0.0,
      "eval_best_f1": 73.81505474540803,
      "eval_best_f1_thresh": 0.0,
      "eval_exact": 66.98641087130295,
      "eval_f1": 73.85502277098726,
      "eval_total": 2502,
      "step": 348
    }
  ],
  "max_steps": 348,
  "num_train_epochs": 3,
  "total_flos": 7.010369880983654e+16,
  "trial_name": null,
  "trial_params": null
}