Hugging Face's logo

chatwithnerd
/
tiny-bert-master-classifier

Text Classification
Transformers
PyTorch
bert
Inference Endpoints
Model card Files Community
1
tiny-bert-master-classifier
File size: 2,601 Bytes 
ef838b0
 
 
 
 
 
 
 
 
 
 
 
 
09e1646
 
4d1f95b
 
 
 
 
 
 
 
 
 
0198a5c
4d1f95b
 
 
 
 
 
 
 
 
 
0198a5c
4d1f95b
 
 
 
 
 
 
 
 
 
0198a5c
4d1f95b
 
0198a5c
4d1f95b
 
 
 
ef838b0
 
 
 
09e1646
 
 
 
 
 
4d1f95b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ef838b0
 
 
 
 
 
 
 
 
 
 
 
0198a5c
ef838b0
 
 
 
 
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
 
{
  "_name_or_path": "huawei-noah/TinyBERT_General_4L_312D",
  "architectures": [
    "BertForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "cell": {},
  "classifier_dropout": null,
  "emb_size": 312,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 312,
  "id2label": {
    "0": "addSpend",
    "1": "cashATM",
    "10": "general",
    "11": "goal",
    "12": "goodbye",
    "13": "greeting",
    "14": "help",
    "15": "howToAddExp",
    "16": "howToAddLentMoney",
    "17": "howToAddRefund",
    "18": "howToEdit",
    "19": "howWillYouTrack",
    "2": "creditCard",
    "20": "income",
    "21": "incompleteSpend",
    "22": "insight",
    "23": "invalidInput",
    "24": "investment",
    "25": "lastBudget",
    "26": "lentMoney",
    "27": "loan",
    "28": "money",
    "29": "moneyPending",
    "3": "currentBalance",
    "30": "negative",
    "31": "queryBudget",
    "32": "questions",
    "33": "recap",
    "34": "refund",
    "35": "showExpenses",
    "36": "showGoal",
    "37": "spendAdvice",
    "38": "stop",
    "39": "thanks",
    "4": "cvtEMI",
    "40": "wtf",
    "41": "zeroinp",
    "5": "edit",
    "6": "editBudgetData",
    "7": "emojiHelp",
    "8": "expenses",
    "9": "forgotSpend"
  },
  "initializer_range": 0.02,
  "intermediate_size": 1200,
  "label2id": {
    "addSpend": 0,
    "cashATM": 1,
    "creditCard": 2,
    "currentBalance": 3,
    "cvtEMI": 4,
    "edit": 5,
    "editBudgetData": 6,
    "emojiHelp": 7,
    "expenses": 8,
    "forgotSpend": 9,
    "general": 10,
    "goal": 11,
    "goodbye": 12,
    "greeting": 13,
    "help": 14,
    "howToAddExp": 15,
    "howToAddLentMoney": 16,
    "howToAddRefund": 17,
    "howToEdit": 18,
    "howWillYouTrack": 19,
    "income": 20,
    "incompleteSpend": 21,
    "insight": 22,
    "invalidInput": 23,
    "investment": 24,
    "lastBudget": 25,
    "lentMoney": 26,
    "loan": 27,
    "money": 28,
    "moneyPending": 29,
    "negative": 30,
    "queryBudget": 31,
    "questions": 32,
    "recap": 33,
    "refund": 34,
    "showExpenses": 35,
    "showGoal": 36,
    "spendAdvice": 37,
    "stop": 38,
    "thanks": 39,
    "wtf": 40,
    "zeroinp": 41
  },
  "layer_norm_eps": 1e-12,
  "max_length": 256,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 4,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "pre_trained": "",
  "structure": [],
  "torch_dtype": "float32",
  "transformers_version": "4.21.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}