Hugging Face's logo

anas-awadalla
/
bert-mini-finetuned-squad

Question Answering
Transformers
PyTorch
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
3
bert-mini-finetuned-squad
File size: 1,470 Bytes 
79be322
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.0,
  "global_step": 2768,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.36,
      "learning_rate": 2.458092485549133e-05,
      "loss": 3.3748,
      "step": 500
    },
    {
      "epoch": 0.72,
      "learning_rate": 1.9161849710982662e-05,
      "loss": 2.6048,
      "step": 1000
    },
    {
      "epoch": 1.0,
      "eval_exact_match": 42.999053926206244,
      "eval_f1": 54.526276703809444,
      "step": 1384
    },
    {
      "epoch": 1.08,
      "learning_rate": 1.3742774566473989e-05,
      "loss": 2.3908,
      "step": 1500
    },
    {
      "epoch": 1.45,
      "learning_rate": 8.323699421965318e-06,
      "loss": 2.2263,
      "step": 2000
    },
    {
      "epoch": 1.81,
      "learning_rate": 2.9046242774566473e-06,
      "loss": 2.1578,
      "step": 2500
    },
    {
      "epoch": 2.0,
      "eval_exact_match": 47.60643330179754,
      "eval_f1": 58.95492494932076,
      "step": 2768
    },
    {
      "epoch": 2.0,
      "step": 2768,
      "total_flos": 1289049683787776.0,
      "train_loss": 2.512806776631085,
      "train_runtime": 380.1872,
      "train_samples_per_second": 465.686,
      "train_steps_per_second": 7.281
    }
  ],
  "max_steps": 2768,
  "num_train_epochs": 2,
  "total_flos": 1289049683787776.0,
  "trial_name": null,
  "trial_params": null
}