Hugging Face's logo

KajetanFrackowiak
/
distilbert-base-uncased-finetuned-clinc

Text Classification
Transformers
TensorBoard
Safetensors
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
distilbert-base-uncased-finetuned-clinc
File size: 3,283 Bytes 
1d5062d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.0064516129032258064,
      "eval_loss": NaN,
      "eval_runtime": 5.5627,
      "eval_samples_per_second": 557.281,
      "eval_steps_per_second": 11.685,
      "step": 318
    },
    {
      "epoch": 1.5723270440251573,
      "grad_norm": 107346.4609375,
      "learning_rate": 1.650593990216632e-05,
      "loss": 0.0,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.0064516129032258064,
      "eval_loss": NaN,
      "eval_runtime": 6.3989,
      "eval_samples_per_second": 484.455,
      "eval_steps_per_second": 10.158,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.0064516129032258064,
      "eval_loss": NaN,
      "eval_runtime": 5.2542,
      "eval_samples_per_second": 590.003,
      "eval_steps_per_second": 12.371,
      "step": 954
    },
    {
      "epoch": 3.1446540880503147,
      "grad_norm": 456344.875,
      "learning_rate": 1.3011879804332637e-05,
      "loss": 0.0,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.0064516129032258064,
      "eval_loss": NaN,
      "eval_runtime": 6.0513,
      "eval_samples_per_second": 512.289,
      "eval_steps_per_second": 10.742,
      "step": 1272
    },
    {
      "epoch": 4.716981132075472,
      "grad_norm": 1599939.625,
      "learning_rate": 9.517819706498952e-06,
      "loss": 0.0,
      "step": 1500
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.0064516129032258064,
      "eval_loss": NaN,
      "eval_runtime": 7.6981,
      "eval_samples_per_second": 402.698,
      "eval_steps_per_second": 8.444,
      "step": 1590
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.0064516129032258064,
      "eval_loss": NaN,
      "eval_runtime": 5.5405,
      "eval_samples_per_second": 559.52,
      "eval_steps_per_second": 11.732,
      "step": 1908
    },
    {
      "epoch": 6.289308176100629,
      "grad_norm": 2051973.25,
      "learning_rate": 6.02375960866527e-06,
      "loss": 0.0,
      "step": 2000
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.0064516129032258064,
      "eval_loss": NaN,
      "eval_runtime": 7.2366,
      "eval_samples_per_second": 428.376,
      "eval_steps_per_second": 8.982,
      "step": 2226
    },
    {
      "epoch": 7.861635220125786,
      "grad_norm": 2201488.75,
      "learning_rate": 2.5296995108315863e-06,
      "loss": 0.0,
      "step": 2500
    }
  ],
  "logging_steps": 500,
  "max_steps": 2862,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "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": 0.3670751935915354,
    "num_train_epochs": 9,
    "temperature": 12
  }
}