Hugging Face's logo

kamalkraj
/
bert-base-uncased-squad-v2.0-finetuned

Question Answering
Transformers
PyTorch
TensorBoard
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
2
bert-base-uncased-squad-v2.0-finetuned
File size: 1,811 Bytes 
df254ec
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 2.0,
  "global_step": 5490,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.18,
      "learning_rate": 0.00010911475409836066,
      "loss": 1.7923,
      "step": 500
    },
    {
      "epoch": 0.36,
      "learning_rate": 9.820765027322405e-05,
      "loss": 1.3442,
      "step": 1000
    },
    {
      "epoch": 0.55,
      "learning_rate": 8.727868852459017e-05,
      "loss": 1.218,
      "step": 1500
    },
    {
      "epoch": 0.73,
      "learning_rate": 7.63497267759563e-05,
      "loss": 1.1314,
      "step": 2000
    },
    {
      "epoch": 0.91,
      "learning_rate": 6.54207650273224e-05,
      "loss": 1.0894,
      "step": 2500
    },
    {
      "epoch": 1.09,
      "learning_rate": 5.4513661202185795e-05,
      "loss": 0.881,
      "step": 3000
    },
    {
      "epoch": 1.28,
      "learning_rate": 4.3584699453551917e-05,
      "loss": 0.7084,
      "step": 3500
    },
    {
      "epoch": 1.46,
      "learning_rate": 3.265573770491803e-05,
      "loss": 0.6909,
      "step": 4000
    },
    {
      "epoch": 1.64,
      "learning_rate": 2.1726775956284153e-05,
      "loss": 0.682,
      "step": 4500
    },
    {
      "epoch": 1.82,
      "learning_rate": 1.0797814207650273e-05,
      "loss": 0.6723,
      "step": 5000
    },
    {
      "epoch": 2.0,
      "step": 5490,
      "total_flos": 5.164033933049242e+16,
      "train_loss": 0.9859708636619137,
      "train_runtime": 2796.8161,
      "train_samples_per_second": 94.217,
      "train_steps_per_second": 1.963
    }
  ],
  "max_steps": 5490,
  "num_train_epochs": 2,
  "total_flos": 5.164033933049242e+16,
  "trial_name": null,
  "trial_params": null
}