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deberta_aci_bench_medical_section_classifier

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deberta_aci_bench_medical_section_classifier
File size: 1,761 Bytes 
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{
  "_name_or_path": "microsoft/deberta-v3-base",
  "_num_labels": 20,
  "architectures": [
    "DebertaV2ForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "ALLERGY",
    "1": "ASSESSMENT",
    "2": "CC",
    "3": "DIAGNOSIS",
    "4": "DISPOSITION",
    "5": "EDCOURSE",
    "6": "EXAM",
    "7": "FAM/SOCHX",
    "8": "GENHX",
    "9": "GYNHX",
    "10": "IMAGING",
    "11": "IMMUNIZATIONS",
    "12": "LABS",
    "13": "MEDICATIONS",
    "14": "OTHER_HISTORY",
    "15": "PASTMEDICALHX",
    "16": "PASTSURGICAL",
    "17": "PLAN",
    "18": "PROCEDURES",
    "19": "ROS"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
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    "DIAGNOSIS": 3,
    "DISPOSITION": 4,
    "EDCOURSE": 5,
    "EXAM": 6,
    "FAM/SOCHX": 7,
    "GENHX": 8,
    "GYNHX": 9,
    "IMAGING": 10,
    "IMMUNIZATIONS": 11,
    "LABS": 12,
    "MEDICATIONS": 13,
    "OTHER_HISTORY": 14,
    "PASTMEDICALHX": 15,
    "PASTSURGICAL": 16,
    "PLAN": 17,
    "PROCEDURES": 18,
    "ROS": 19
  },
  "layer_norm_eps": 1e-07,
  "max_position_embeddings": 512,
  "max_relative_positions": -1,
  "model_type": "deberta-v2",
  "norm_rel_ebd": "layer_norm",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "pooler_dropout": 0,
  "pooler_hidden_act": "gelu",
  "pooler_hidden_size": 768,
  "pos_att_type": [
    "p2c",
    "c2p"
  ],
  "position_biased_input": false,
  "position_buckets": 256,
  "relative_attention": true,
  "share_att_key": true,
  "torch_dtype": "float32",
  "transformers_version": "4.40.1",
  "type_vocab_size": 0,
  "vocab_size": 128100
}