Hugging Face's logo

timewanderer
/
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: 2,341 Bytes 
a17d5d7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 4.716981132075472,
  "eval_steps": 500,
  "global_step": 1500,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5880645161290322,
      "eval_loss": 0.20545053482055664,
      "eval_runtime": 5.4097,
      "eval_samples_per_second": 573.042,
      "eval_steps_per_second": 12.015,
      "step": 318
    },
    {
      "epoch": 1.5723270440251573,
      "grad_norm": 0.5401266813278198,
      "learning_rate": 1.606918238993711e-05,
      "loss": 0.329,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8193548387096774,
      "eval_loss": 0.09952054172754288,
      "eval_runtime": 5.6388,
      "eval_samples_per_second": 549.765,
      "eval_steps_per_second": 11.527,
      "step": 636
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8770967741935484,
      "eval_loss": 0.06660476326942444,
      "eval_runtime": 5.4854,
      "eval_samples_per_second": 565.134,
      "eval_steps_per_second": 11.85,
      "step": 954
    },
    {
      "epoch": 3.1446540880503147,
      "grad_norm": 0.46109867095947266,
      "learning_rate": 1.2138364779874214e-05,
      "loss": 0.1154,
      "step": 1000
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8974193548387097,
      "eval_loss": 0.05176570266485214,
      "eval_runtime": 5.6439,
      "eval_samples_per_second": 549.268,
      "eval_steps_per_second": 11.517,
      "step": 1272
    },
    {
      "epoch": 4.716981132075472,
      "grad_norm": 0.3152710497379303,
      "learning_rate": 8.207547169811321e-06,
      "loss": 0.0744,
      "step": 1500
    }
  ],
  "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": 391368939443328.0,
  "train_batch_size": 48,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.9954095615776885,
    "num_train_epochs": 8,
    "temperature": 9
  }
}