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nikhilrk
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de-identify

Token Classification
Transformers
PyTorch
bert
Inference Endpoints
Model card Files Community
2
de-identify
File size: 1,490 Bytes 
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{
  "_name_or_path": "StanfordAIMI/stanford-deidentifier-base",
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "eos_token_ids": null,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "I-STREET_ADDRESS",
    "1": "B-CREDIT_CARD",
    "2": "I-PHONE_NUMBER",
    "3": "B-PERSON",
    "4": "B-ORGANIZATION",
    "5": "I-ORGANIZATION",
    "6": "I-DATE_TIME",
    "7": "B-GPE",
    "8": "I-GPE",
    "9": "B-STREET_ADDRESS",
    "10": "B-PHONE_NUMBER",
    "11": "B-DATE_TIME",
    "12": "B-EMAIL_ADDRESS",
    "13": "I-PERSON",
    "14": "O",
    "15": "B-TITLE"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-CREDIT_CARD": 1,
    "B-DATE_TIME": 11,
    "B-EMAIL_ADDRESS": 12,
    "B-GPE": 7,
    "B-ORGANIZATION": 4,
    "B-PERSON": 3,
    "B-PHONE_NUMBER": 10,
    "B-STREET_ADDRESS": 9,
    "B-TITLE": 15,
    "I-DATE_TIME": 6,
    "I-GPE": 8,
    "I-ORGANIZATION": 5,
    "I-PERSON": 13,
    "I-PHONE_NUMBER": 2,
    "I-STREET_ADDRESS": 0,
    "O": 14
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.27.4",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}