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electramed-small-deid2014-ner-v4

Token Classification
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electra
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electramed-small-deid2014-ner-v4
File size: 2,807 Bytes 
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{
  "_name_or_path": "giacomomiolo/electramed_small_scivocab",
  "architectures": [
    "ElectraForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "embedding_size": 128,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 256,
  "id2label": {
    "0": "B-ZIP",
    "1": "B-FAX",
    "10": "B-CITY",
    "11": "I-DEVICE",
    "12": "I-MEDICALRECORD",
    "13": "I-STREET",
    "14": "B-MEDICALRECORD",
    "15": "B-EMAIL",
    "16": "I-AGE",
    "17": "B-HOSPITAL",
    "18": "B-ORGANIZATION",
    "19": "I-ZIP",
    "2": "B-DEVICE",
    "20": "B-COUNTRY",
    "21": "B-BIOID",
    "22": "B-URL",
    "23": "B-DATE",
    "24": "I-ORGANIZATION",
    "25": "B-STATE",
    "26": "B-PATIENT",
    "27": "I-STATE",
    "28": "I-LOCATION_OTHER",
    "29": "B-STREET",
    "3": "I-CITY",
    "30": "B-USERNAME",
    "31": "B-PROFESSION",
    "32": "I-IDNUM",
    "33": "I-HOSPITAL",
    "34": "B-IDNUM",
    "35": "B-DOCTOR",
    "36": "B-PHONE",
    "37": "I-URL",
    "38": "B-HEALTHPLAN",
    "39": "B-AGE",
    "4": "I-FAX",
    "40": "I-DOCTOR",
    "41": "O",
    "42": "I-PROFESSION",
    "43": "I-PATIENT",
    "5": "I-DATE",
    "6": "B-LOCATION_OTHER",
    "7": "I-PHONE",
    "8": "I-HEALTHPLAN",
    "9": "I-COUNTRY"
  },
  "initializer_range": 0.02,
  "intermediate_size": 1024,
  "label2id": {
    "B-AGE": "39",
    "B-BIOID": "21",
    "B-CITY": "10",
    "B-COUNTRY": "20",
    "B-DATE": "23",
    "B-DEVICE": "2",
    "B-DOCTOR": "35",
    "B-EMAIL": "15",
    "B-FAX": "1",
    "B-HEALTHPLAN": "38",
    "B-HOSPITAL": "17",
    "B-IDNUM": "34",
    "B-LOCATION_OTHER": "6",
    "B-MEDICALRECORD": "14",
    "B-ORGANIZATION": "18",
    "B-PATIENT": "26",
    "B-PHONE": "36",
    "B-PROFESSION": "31",
    "B-STATE": "25",
    "B-STREET": "29",
    "B-URL": "22",
    "B-USERNAME": "30",
    "B-ZIP": "0",
    "I-AGE": "16",
    "I-CITY": "3",
    "I-COUNTRY": "9",
    "I-DATE": "5",
    "I-DEVICE": "11",
    "I-DOCTOR": "40",
    "I-FAX": "4",
    "I-HEALTHPLAN": "8",
    "I-HOSPITAL": "33",
    "I-IDNUM": "32",
    "I-LOCATION_OTHER": "28",
    "I-MEDICALRECORD": "12",
    "I-ORGANIZATION": "24",
    "I-PATIENT": "43",
    "I-PHONE": "7",
    "I-PROFESSION": "42",
    "I-STATE": "27",
    "I-STREET": "13",
    "I-URL": "37",
    "I-ZIP": "19",
    "O": "41"
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "electra",
  "num_attention_heads": 4,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "summary_activation": "gelu",
  "summary_last_dropout": 0.1,
  "summary_type": "first",
  "summary_use_proj": true,
  "torch_dtype": "float32",
  "transformers_version": "4.22.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}