Hugging Face's logo

ChrisZeng
/
bart-base-detox

Text2Text Generation
Transformers
PyTorch
bart
Generated from Trainer
Inference Endpoints
Model card Files Community
bart-base-detox
File size: 1,942 Bytes 
1029249
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.1801992505788803,
  "best_model_checkpoint": "outputs/bart-base-detox/checkpoint-405",
  "epoch": 4.9953917050691246,
  "global_step": 675,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 9e-05,
      "loss": 0.3171,
      "step": 135
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.20179320871829987,
      "eval_runtime": 11.3072,
      "eval_samples_per_second": 274.16,
      "eval_steps_per_second": 34.314,
      "step": 135
    },
    {
      "epoch": 2.0,
      "learning_rate": 8e-05,
      "loss": 0.1852,
      "step": 270
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.18728719651699066,
      "eval_runtime": 11.1563,
      "eval_samples_per_second": 277.869,
      "eval_steps_per_second": 34.778,
      "step": 270
    },
    {
      "epoch": 3.0,
      "learning_rate": 7e-05,
      "loss": 0.1559,
      "step": 405
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.1801992505788803,
      "eval_runtime": 11.3199,
      "eval_samples_per_second": 273.853,
      "eval_steps_per_second": 34.276,
      "step": 405
    },
    {
      "epoch": 4.0,
      "learning_rate": 6e-05,
      "loss": 0.1356,
      "step": 540
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.18711909651756287,
      "eval_runtime": 11.3935,
      "eval_samples_per_second": 272.085,
      "eval_steps_per_second": 34.054,
      "step": 540
    },
    {
      "epoch": 5.0,
      "learning_rate": 5e-05,
      "loss": 0.1151,
      "step": 675
    },
    {
      "epoch": 5.0,
      "eval_loss": 0.19263018667697906,
      "eval_runtime": 11.4175,
      "eval_samples_per_second": 271.514,
      "eval_steps_per_second": 33.983,
      "step": 675
    }
  ],
  "max_steps": 1350,
  "num_train_epochs": 10,
  "total_flos": 2689437955276800.0,
  "trial_name": null,
  "trial_params": null
}