Hugging Face's logo

HeshamElsherif685
/
distilbert-base-uncased-finetuned-clinc

TensorBoard
Safetensors
distilbert
Generated from Trainer
Model card Files Metrics Community
distilbert-base-uncased-finetuned-clinc
File size: 3,410 Bytes 
6d17ebb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
129
130
131
132
133
134
135
136
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 7.861635220125786,
  "eval_steps": 500,
  "global_step": 2500,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6267741935483871,
      "eval_loss": 0.25039198994636536,
      "eval_runtime": 5.6635,
      "eval_samples_per_second": 547.363,
      "eval_steps_per_second": 11.477,
      "step": 318
    },
    {
      "epoch": 1.5723270440251573,
      "grad_norm": 0.6028931736946106,
      "learning_rate": 1.606918238993711e-05,
      "loss": 0.3994,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.84,
      "eval_loss": 0.1111660972237587,
      "eval_runtime": 6.4316,
      "eval_samples_per_second": 481.998,
      "eval_steps_per_second": 10.106,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8896774193548387,
      "eval_loss": 0.06922899931669235,
      "eval_runtime": 5.7532,
      "eval_samples_per_second": 538.827,
      "eval_steps_per_second": 11.298,
      "step": 954
    },
    {
      "epoch": 3.1446540880503147,
      "grad_norm": 0.5288750529289246,
      "learning_rate": 1.2138364779874214e-05,
      "loss": 0.13,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9009677419354839,
      "eval_loss": 0.05165809765458107,
      "eval_runtime": 5.7316,
      "eval_samples_per_second": 540.863,
      "eval_steps_per_second": 11.341,
      "step": 1272
    },
    {
      "epoch": 4.716981132075472,
      "grad_norm": 0.35449567437171936,
      "learning_rate": 8.207547169811321e-06,
      "loss": 0.0785,
      "step": 1500
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9103225806451613,
      "eval_loss": 0.04206559807062149,
      "eval_runtime": 5.9441,
      "eval_samples_per_second": 521.529,
      "eval_steps_per_second": 10.935,
      "step": 1590
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9187096774193548,
      "eval_loss": 0.0372014120221138,
      "eval_runtime": 5.5883,
      "eval_samples_per_second": 554.731,
      "eval_steps_per_second": 11.631,
      "step": 1908
    },
    {
      "epoch": 6.289308176100629,
      "grad_norm": 0.3057487905025482,
      "learning_rate": 4.276729559748428e-06,
      "loss": 0.0613,
      "step": 2000
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9241935483870968,
      "eval_loss": 0.034800298511981964,
      "eval_runtime": 5.9008,
      "eval_samples_per_second": 525.35,
      "eval_steps_per_second": 11.015,
      "step": 2226
    },
    {
      "epoch": 7.861635220125786,
      "grad_norm": 0.3128741979598999,
      "learning_rate": 3.459119496855346e-07,
      "loss": 0.0547,
      "step": 2500
    }
  ],
  "logging_steps": 500,
  "max_steps": 2544,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 651155886807636.0,
  "train_batch_size": 48,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.19595942772864172,
    "num_train_epochs": 8,
    "temperature": 4
  }
}