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bert-ner-id_cards_v2

Token Classification
Transformers
Safetensors
bert
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bert-ner-id_cards_v2
File size: 1,723 Bytes 
28345bc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "/content/drive/MyDrive/Colab Notebooks/ner-model_3",
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "directionality": "bidi",
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-nom",
    "2": "I-nom",
    "3": "B-prenom",
    "4": "I-prenom",
    "5": "B-nom_d_usage",
    "6": "I-nom_d_usage",
    "7": "B-lieu_naissance",
    "8": "I-lieu_naissance",
    "9": "B-date_naissance",
    "10": "I-date_naissance",
    "11": "B-sexe",
    "12": "I-sexe",
    "13": "B-adresse",
    "14": "I-adresse",
    "15": "B-date_expiration",
    "16": "I-date_expiration"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-adresse": "13",
    "B-date_expiration": "15",
    "B-date_naissance": "9",
    "B-lieu_naissance": "7",
    "B-nom": "1",
    "B-nom_d_usage": "5",
    "B-prenom": "3",
    "B-sexe": "11",
    "I-adresse": "14",
    "I-date_expiration": "16",
    "I-date_naissance": "10",
    "I-lieu_naissance": "8",
    "I-nom": "2",
    "I-nom_d_usage": "6",
    "I-prenom": "4",
    "I-sexe": "12",
    "O": "0"
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "pooler_fc_size": 768,
  "pooler_num_attention_heads": 12,
  "pooler_num_fc_layers": 3,
  "pooler_size_per_head": 128,
  "pooler_type": "first_token_transform",
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.47.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 119547
}