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ner-distilbert-cased

Token Classification
Transformers
PyTorch
TensorFlow
distilbert
generated_from_keras_callback
Inference Endpoints
Model card Files Community
1
ner-distilbert-cased
File size: 1,241 Bytes 
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{
  "_name_or_path": "NER-DistilBert-cased",
  "activation": "gelu",
  "architectures": [
    "DistilBertForTokenClassification"
  ],
  "attention_dropout": 0.1,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "id2label": {
    "0": "O",
    "1": "B-PER",
    "2": "I-PER",
    "3": "B-ORG",
    "4": "I-ORG",
    "5": "B-GEO",
    "6": "I-GEO",
    "7": "B-GPE",
    "8": "I-GPE",
    "9": "B-TIM",
    "10": "I-TIM",
    "11": "B-ART",
    "12": "I-ART",
    "13": "B-EVE",
    "14": "I-EVE",
    "15": "B-NAT",
    "16": "I-NAT"
  },
  "initializer_range": 0.02,
  "label2id": {
    "B-ART": "11",
    "B-EVE": "13",
    "B-GEO": "5",
    "B-GPE": "7",
    "B-NAT": "15",
    "B-ORG": "3",
    "B-PER": "1",
    "B-TIM": "9",
    "I-ART": "12",
    "I-EVE": "14",
    "I-GEO": "6",
    "I-GPE": "8",
    "I-NAT": "16",
    "I-ORG": "4",
    "I-PER": "2",
    "I-TIM": "10",
    "O": "0"
  },
  "max_position_embeddings": 512,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "output_past": true,
  "pad_token_id": 0,
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.20.1",
  "vocab_size": 28996
}