Hugging Face's logo

conceptnetUk
/
intent-classifier

Text Classification
Safetensors
distilbert
intent-classification
enterprise-ai
voice-ai
multilingual
Model card Files
xet
 Community
2
intent-classifier
File size: 1,800 Bytes
e33316c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_global_step": 74,
  "best_metric": 0.9931506849315068,
  "best_model_checkpoint": "./conceptnet-intent-classifier/checkpoint-74",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 148,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8972602739726028,
      "eval_loss": 0.388628214597702,
      "eval_runtime": 0.168,
      "eval_samples_per_second": 869.095,
      "eval_steps_per_second": 29.764,
      "step": 37
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9931506849315068,
      "eval_loss": 0.05768229067325592,
      "eval_runtime": 0.1184,
      "eval_samples_per_second": 1232.64,
      "eval_steps_per_second": 42.214,
      "step": 74
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9863013698630136,
      "eval_loss": 0.0521763451397419,
      "eval_runtime": 0.1295,
      "eval_samples_per_second": 1127.358,
      "eval_steps_per_second": 38.608,
      "step": 111
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9863013698630136,
      "eval_loss": 0.04882890358567238,
      "eval_runtime": 0.1156,
      "eval_samples_per_second": 1262.665,
      "eval_steps_per_second": 43.242,
      "step": 148
    }
  ],
  "logging_steps": 500,
  "max_steps": 185,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "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": 11876953812864.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}