Hugging Face's logo

chaojiang06
/
arXivEdits-intention-classifier-T5-large-fine-grained

Text2Text Generation
Transformers
PyTorch
t5
Generated from Trainer
text-generation-inference
Inference Endpoints
Model card Files Community
2
arXivEdits-intention-classifier-T5-large-fine-grained
File size: 3,319 Bytes 
4b4876e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.7785388127853882,
  "best_model_checkpoint": "tmp/tst-translation355/checkpoint-840",
  "epoch": 10.0,
  "global_step": 1050,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.2054794520547945,
      "eval_loss": 0.2730105221271515,
      "eval_runtime": 13.9745,
      "eval_samples_per_second": 31.343,
      "eval_steps_per_second": 2.648,
      "step": 105
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.4132420091324201,
      "eval_loss": 0.2166765183210373,
      "eval_runtime": 13.9525,
      "eval_samples_per_second": 31.392,
      "eval_steps_per_second": 2.652,
      "step": 210
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.6598173515981736,
      "eval_loss": 0.16653937101364136,
      "eval_runtime": 16.3239,
      "eval_samples_per_second": 26.832,
      "eval_steps_per_second": 2.267,
      "step": 315
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.6940639269406392,
      "eval_loss": 0.1442675143480301,
      "eval_runtime": 13.707,
      "eval_samples_per_second": 31.954,
      "eval_steps_per_second": 2.699,
      "step": 420
    },
    {
      "epoch": 4.76,
      "learning_rate": 2.6190476190476192e-05,
      "loss": 0.3779,
      "step": 500
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.7146118721461188,
      "eval_loss": 0.1320880502462387,
      "eval_runtime": 14.2394,
      "eval_samples_per_second": 30.76,
      "eval_steps_per_second": 2.598,
      "step": 525
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.7579908675799086,
      "eval_loss": 0.11835604161024094,
      "eval_runtime": 14.2589,
      "eval_samples_per_second": 30.718,
      "eval_steps_per_second": 2.595,
      "step": 630
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.7579908675799086,
      "eval_loss": 0.119329072535038,
      "eval_runtime": 14.1651,
      "eval_samples_per_second": 30.921,
      "eval_steps_per_second": 2.612,
      "step": 735
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.7785388127853882,
      "eval_loss": 0.14183764159679413,
      "eval_runtime": 14.017,
      "eval_samples_per_second": 31.248,
      "eval_steps_per_second": 2.64,
      "step": 840
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.7602739726027398,
      "eval_loss": 0.1450866013765335,
      "eval_runtime": 14.0858,
      "eval_samples_per_second": 31.095,
      "eval_steps_per_second": 2.627,
      "step": 945
    },
    {
      "epoch": 9.52,
      "learning_rate": 2.3809523809523808e-06,
      "loss": 0.0787,
      "step": 1000
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.7625570776255708,
      "eval_loss": 0.148654505610466,
      "eval_runtime": 15.3383,
      "eval_samples_per_second": 28.556,
      "eval_steps_per_second": 2.412,
      "step": 1050
    },
    {
      "epoch": 10.0,
      "step": 1050,
      "total_flos": 8482350845952000.0,
      "train_loss": 0.2194767295746576,
      "train_runtime": 810.0029,
      "train_samples_per_second": 15.481,
      "train_steps_per_second": 1.296
    }
  ],
  "max_steps": 1050,
  "num_train_epochs": 10,
  "total_flos": 8482350845952000.0,
  "trial_name": null,
  "trial_params": null
}