Hugging Face's logo

batterydata
/
batteryscibert-uncased-squad-v1

Question Answering Transformers PyTorch
English bert question answering Inference Endpoints
Model card Files Community
1
batteryscibert-uncased-squad-v1
File size: 2,690 Bytes 
f64a6de
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "global_step": 8346,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.18,
      "learning_rate": 1.910136592379583e-05,
      "loss": 2.1513,
      "step": 500
    },
    {
      "epoch": 0.36,
      "learning_rate": 1.8202731847591663e-05,
      "loss": 1.4112,
      "step": 1000
    },
    {
      "epoch": 0.54,
      "learning_rate": 1.7304097771387492e-05,
      "loss": 1.3035,
      "step": 1500
    },
    {
      "epoch": 0.72,
      "learning_rate": 1.6405463695183324e-05,
      "loss": 1.1842,
      "step": 2000
    },
    {
      "epoch": 0.9,
      "learning_rate": 1.5506829618979153e-05,
      "loss": 1.1289,
      "step": 2500
    },
    {
      "epoch": 1.0,
      "eval_exact_match": 77.59697256385998,
      "eval_f1": 86.11156390697873,
      "step": 2782
    },
    {
      "epoch": 1.08,
      "learning_rate": 1.4608195542774984e-05,
      "loss": 0.9913,
      "step": 3000
    },
    {
      "epoch": 1.26,
      "learning_rate": 1.3709561466570813e-05,
      "loss": 0.884,
      "step": 3500
    },
    {
      "epoch": 1.44,
      "learning_rate": 1.2810927390366643e-05,
      "loss": 0.88,
      "step": 4000
    },
    {
      "epoch": 1.62,
      "learning_rate": 1.1912293314162472e-05,
      "loss": 0.8624,
      "step": 4500
    },
    {
      "epoch": 1.8,
      "learning_rate": 1.1013659237958305e-05,
      "loss": 0.858,
      "step": 5000
    },
    {
      "epoch": 1.98,
      "learning_rate": 1.0115025161754135e-05,
      "loss": 0.8303,
      "step": 5500
    },
    {
      "epoch": 2.0,
      "eval_exact_match": 79.47019867549669,
      "eval_f1": 87.26677361902833,
      "step": 5564
    },
    {
      "epoch": 2.16,
      "learning_rate": 9.216391085549964e-06,
      "loss": 0.6891,
      "step": 6000
    },
    {
      "epoch": 2.34,
      "learning_rate": 8.317757009345795e-06,
      "loss": 0.6715,
      "step": 6500
    },
    {
      "epoch": 2.52,
      "learning_rate": 7.419122933141625e-06,
      "loss": 0.6626,
      "step": 7000
    },
    {
      "epoch": 2.7,
      "learning_rate": 6.520488856937456e-06,
      "loss": 0.6423,
      "step": 7500
    },
    {
      "epoch": 2.88,
      "learning_rate": 5.621854780733286e-06,
      "loss": 0.6547,
      "step": 8000
    },
    {
      "epoch": 3.0,
      "eval_exact_match": 79.81078524124882,
      "eval_f1": 87.66343771063279,
      "step": 8346
    }
  ],
  "max_steps": 11128,
  "num_train_epochs": 4,
  "total_flos": 5.233878433057997e+16,
  "trial_name": null,
  "trial_params": null
}