Hugging Face's logo

Mozilla
/
intent_classifier

PEFT
ONNX
Safetensors
distilbert
Model card Files Community
intent_classifier
File size: 998 Bytes 
fbaf085
c3ce970
fbaf085
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
c3ce970
fbaf085
 
 
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
 
{
  "_name_or_path": "Mozilla/intent_classifier",
  "activation": "gelu",
  "architectures": [
    "DistilBertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "id2label": {
    "0": "information_intent",
    "1": "yelp_intent",
    "2": "navigation_intent",
    "3": "travel_intent",
    "4": "purchase_intent",
    "5": "weather_intent",
    "6": "translation_intent",
    "7": "unknown"
  },
  "initializer_range": 0.02,
  "label2id": {
    "information_intent": 0,
    "navigation_intent": 2,
    "purchase_intent": 4,
    "translation_intent": 6,
    "travel_intent": 3,
    "unknown": 7,
    "weather_intent": 5,
    "yelp_intent": 1
  },
  "max_position_embeddings": 512,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "pad_token_id": 0,
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "tie_weights_": true,
  "transformers_version": "4.43.4",
  "vocab_size": 30522
}