Hugging Face's logo

IEETA
/
RobertaMultiHeadCRF-C32-1

Feature Extraction
Transformers
Safetensors
crf-tagger
custom_code
Model card Files Community
RobertaMultiHeadCRF-C32-1
File size: 1,388 Bytes 
0c49199
 
 
 
 
 
 
7a969c2
 
 
0c49199
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7a969c2
0c49199
 
 
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
 
{
  "_name_or_path": "trained-models/lcampillos-None-C32-H3-E60-ANone-%0.0-P0.0-42/checkpoint-1080",
  "architectures": [
    "RobertaMultiHeadCRFModel"
  ],
  "args_random_seed": 42,
  "attention_probs_dropout_prob": 0.1,
  "aug_prob": [
    0.5
  ],
  "augmentation": "None",
  "auto_map": {
    "AutoConfig": "configuration_multiheadcrf.MultiHeadCRFConfig",
    "AutoModel": "modeling_multiheadcrf.RobertaMultiHeadCRFModel"
  },
  "bos_token_id": 0,
  "classes": [
    "SINTOMA",
    "PROCEDIMIENTO",
    "ENFERMEDAD",
    "PROTEINAS",
    "CHEMICAL"
  ],
  "classifier_dropout": null,
  "context_size": 32,
  "crf_reduction": "mean",
  "eos_token_id": 2,
  "freeze": false,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B",
    "2": "I"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B": 1,
    "I": 2,
    "O": 0
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 514,
  "model_type": "crf-tagger",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "number_of_layer_per_head": 3,
  "pad_token_id": 1,
  "percentage_tags": 0.0,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.40.2",
  "type_vocab_size": 1,
  "use_cache": true,
  "version": "0.1.3",
  "vocab_size": 50262
}