Hugging Face's logo

w05230505
/
bert-base-uncased-finetuned-qnli

Text Classification
Transformers
Safetensors
English
bert
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Community
bert-base-uncased-finetuned-qnli
File size: 2,200 Bytes 
2ce4c99
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
d0e620e
 
 
 
2ce4c99
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 19641,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 17.44370460510254,
      "learning_rate": 1.3333333333333333e-05,
      "loss": 0.3365,
      "step": 6547
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9064616511074501,
      "eval_loss": 0.23984280228614807,
      "eval_runtime": 23.1983,
      "eval_samples_per_second": 235.492,
      "eval_steps_per_second": 29.442,
      "step": 6547
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.31856870651245117,
      "learning_rate": 6.666666666666667e-06,
      "loss": 0.1938,
      "step": 13094
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9108548416620904,
      "eval_loss": 0.2898029088973999,
      "eval_runtime": 23.2441,
      "eval_samples_per_second": 235.027,
      "eval_steps_per_second": 29.384,
      "step": 13094
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.2609856128692627,
      "learning_rate": 0.0,
      "loss": 0.1171,
      "step": 19641
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9132344865458539,
      "eval_loss": 0.3919076919555664,
      "eval_runtime": 23.2022,
      "eval_samples_per_second": 235.452,
      "eval_steps_per_second": 29.437,
      "step": 19641
    },
    {
      "epoch": 3.0,
      "step": 19641,
      "total_flos": 8.267712381471744e+16,
      "train_loss": 0.0,
      "train_runtime": 0.0012,
      "train_samples_per_second": 255867200.857,
      "train_steps_per_second": 15993074.134
    }
  ],
  "logging_steps": 500,
  "max_steps": 19641,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 8.267712381471744e+16,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}