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xml-roberta-large-finetuned-ner-biobert

Token Classification
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xml-roberta-large-finetuned-ner-biobert
File size: 2,152 Bytes 
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{
  "_name_or_path": "raulgdp/xml-roberta-large-finetuned-ner",
  "_num_labels": 8,
  "architectures": [
    "XLMRobertaForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "eos_token_id": 2,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 1024,
  "id2label": {
    "0": "B_CANCER_CONCEPT",
    "1": "B_CHEMOTHERAPY",
    "2": "B_DATE",
    "3": "B_DRUG",
    "4": "B_FAMILY",
    "5": "B_FREQ",
    "6": "B_IMPLICIT_DATE",
    "7": "B_INTERVAL",
    "8": "B_METRIC",
    "9": "B_OCURRENCE_EVENT",
    "10": "B_QUANTITY",
    "11": "B_RADIOTHERAPY",
    "12": "B_SMOKER_STATUS",
    "13": "B_STAGE",
    "14": "B_SURGERY",
    "15": "B_TNM",
    "16": "I_CANCER_CONCEPT",
    "17": "I_DATE",
    "18": "I_DRUG",
    "19": "I_FAMILY",
    "20": "I_FREQ",
    "21": "I_IMPLICIT_DATE",
    "22": "I_INTERVAL",
    "23": "I_METRIC",
    "24": "I_OCURRENCE_EVENT",
    "25": "I_SMOKER_STATUS",
    "26": "I_STAGE",
    "27": "I_SURGERY",
    "28": "I_TNM",
    "29": "O"
  },
  "initializer_range": 0.02,
  "intermediate_size": 4096,
  "label2id": {
    "B_CANCER_CONCEPT": 0,
    "B_CHEMOTHERAPY": 1,
    "B_DATE": 2,
    "B_DRUG": 3,
    "B_FAMILY": 4,
    "B_FREQ": 5,
    "B_IMPLICIT_DATE": 6,
    "B_INTERVAL": 7,
    "B_METRIC": 8,
    "B_OCURRENCE_EVENT": 9,
    "B_QUANTITY": 10,
    "B_RADIOTHERAPY": 11,
    "B_SMOKER_STATUS": 12,
    "B_STAGE": 13,
    "B_SURGERY": 14,
    "B_TNM": 15,
    "I_CANCER_CONCEPT": 16,
    "I_DATE": 17,
    "I_DRUG": 18,
    "I_FAMILY": 19,
    "I_FREQ": 20,
    "I_IMPLICIT_DATE": 21,
    "I_INTERVAL": 22,
    "I_METRIC": 23,
    "I_OCURRENCE_EVENT": 24,
    "I_SMOKER_STATUS": 25,
    "I_STAGE": 26,
    "I_SURGERY": 27,
    "I_TNM": 28,
    "O": 29
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 514,
  "model_type": "xlm-roberta",
  "num_attention_heads": 16,
  "num_hidden_layers": 24,
  "output_past": true,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.46.3",
  "type_vocab_size": 1,
  "use_cache": true,
  "vocab_size": 250002
}