Hugging Face's logo

FrancoMartino
/
privacyPolicies_classification

Text Classification
Transformers
Safetensors
longformer
Inference Endpoints
Model card Files Community
privacyPolicies_classification
File size: 2,998 Bytes 
d67cf70
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.4374756335282651,
  "best_model_checkpoint": "./results/checkpoint-2724",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 2724,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_auc_pr": 0.3741202821573497,
      "eval_auc_roc": 0.5344017094017094,
      "eval_loss": 0.6598178148269653,
      "eval_runtime": 64.1274,
      "eval_samples_per_second": 1.575,
      "eval_steps_per_second": 0.795,
      "step": 454
    },
    {
      "epoch": 1.1,
      "grad_norm": 2.729569673538208,
      "learning_rate": 3.2701908957415565e-05,
      "loss": 0.7137,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_auc_pr": 0.3336610256770358,
      "eval_auc_roc": 0.43162393162393164,
      "eval_loss": 0.6951384544372559,
      "eval_runtime": 63.851,
      "eval_samples_per_second": 1.582,
      "eval_steps_per_second": 0.799,
      "step": 908
    },
    {
      "epoch": 2.2,
      "grad_norm": 4.023996829986572,
      "learning_rate": 2.535976505139501e-05,
      "loss": 0.6916,
      "step": 1000
    },
    {
      "epoch": 3.0,
      "eval_auc_pr": 0.3415869066362487,
      "eval_auc_roc": 0.4920940170940171,
      "eval_loss": 0.653586208820343,
      "eval_runtime": 63.8711,
      "eval_samples_per_second": 1.581,
      "eval_steps_per_second": 0.798,
      "step": 1362
    },
    {
      "epoch": 3.3,
      "grad_norm": 3.374420642852783,
      "learning_rate": 1.801762114537445e-05,
      "loss": 0.7041,
      "step": 1500
    },
    {
      "epoch": 4.0,
      "eval_auc_pr": 0.3571268522434573,
      "eval_auc_roc": 0.5004273504273504,
      "eval_loss": 0.6515412330627441,
      "eval_runtime": 63.7749,
      "eval_samples_per_second": 1.584,
      "eval_steps_per_second": 0.8,
      "step": 1816
    },
    {
      "epoch": 4.41,
      "grad_norm": 2.160428285598755,
      "learning_rate": 1.0675477239353893e-05,
      "loss": 0.6616,
      "step": 2000
    },
    {
      "epoch": 5.0,
      "eval_auc_pr": 0.39159998056113526,
      "eval_auc_roc": 0.5651709401709402,
      "eval_loss": 0.6515726447105408,
      "eval_runtime": 63.9137,
      "eval_samples_per_second": 1.58,
      "eval_steps_per_second": 0.798,
      "step": 2270
    },
    {
      "epoch": 5.51,
      "grad_norm": 1.967381477355957,
      "learning_rate": 3.3333333333333333e-06,
      "loss": 0.6673,
      "step": 2500
    },
    {
      "epoch": 6.0,
      "eval_auc_pr": 0.4374756335282651,
      "eval_auc_roc": 0.6269230769230769,
      "eval_loss": 0.6512559652328491,
      "eval_runtime": 63.8923,
      "eval_samples_per_second": 1.581,
      "eval_steps_per_second": 0.798,
      "step": 2724
    }
  ],
  "logging_steps": 500,
  "max_steps": 2724,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "save_steps": 500,
  "total_flos": 1.4298345882353664e+16,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}