Hugging Face's logo

kabir5297
/
deberta3base_1024

Token Classification
Transformers
Safetensors
deberta-v2
Inference Endpoints
Model card Files Community
deberta3base_1024
File size: 1,469 Bytes 
680f2b4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "microsoft/deberta-v3-base",
  "architectures": [
    "DebertaV2ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "B-EMAIL",
    "1": "B-ID_NUM",
    "2": "B-NAME_STUDENT",
    "3": "B-PHONE_NUM",
    "4": "B-STREET_ADDRESS",
    "5": "B-URL_PERSONAL",
    "6": "B-USERNAME",
    "7": "I-ID_NUM",
    "8": "I-NAME_STUDENT",
    "9": "I-PHONE_NUM",
    "10": "I-STREET_ADDRESS",
    "11": "O"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-EMAIL": 0,
    "B-ID_NUM": 1,
    "B-NAME_STUDENT": 2,
    "B-PHONE_NUM": 3,
    "B-STREET_ADDRESS": 4,
    "B-URL_PERSONAL": 5,
    "B-USERNAME": 6,
    "I-ID_NUM": 7,
    "I-NAME_STUDENT": 8,
    "I-PHONE_NUM": 9,
    "I-STREET_ADDRESS": 10,
    "O": 11
  },
  "layer_norm_eps": 1e-07,
  "max_position_embeddings": 512,
  "max_relative_positions": -1,
  "model_type": "deberta-v2",
  "norm_rel_ebd": "layer_norm",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "pooler_dropout": 0,
  "pooler_hidden_act": "gelu",
  "pooler_hidden_size": 768,
  "pos_att_type": [
    "p2c",
    "c2p"
  ],
  "position_biased_input": false,
  "position_buckets": 256,
  "relative_attention": true,
  "share_att_key": true,
  "torch_dtype": "float32",
  "transformers_version": "4.37.2",
  "type_vocab_size": 0,
  "vocab_size": 128100
}