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ClinicalNLP
/
SDOHv7

Text Classification
Transformers
PyTorch
English
deberta-v2
Trained with AutoTrain
healthcare
sdoh
social determinants of health
Inference Endpoints
Model card Files Community
5
SDOHv7
File size: 2,638 Bytes 
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{
  "_name_or_path": "AutoTrain",
  "_num_labels": 23,
  "architectures": [
    "DebertaV2ForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Access to Care",
    "1": "Access to Care Contradiction",
    "2": "Depression",
    "3": "Depression Contradiction",
    "4": "Economic Instability",
    "5": "Economic Instability Contradiction",
    "6": "Employment Stress",
    "7": "Employment Stress Contradiction",
    "8": "Exposure to Violence",
    "9": "Exposure to Violence Contradiction",
    "10": "Food Insecurity ",
    "11": "Food Insecurity Contradiction",
    "12": "Housing Instability",
    "13": "Housing Instability Contradiction",
    "14": "Limited Language (English) Proficiency",
    "15": "Limited Language Proficiency Contradiction",
    "16": "Neutral",
    "17": "Social Context",
    "18": "Social Context Contradiction",
    "19": "Substance Abuse",
    "20": "Substance Abuse Contradiction",
    "21": "Transportation",
    "22": "Transportation Contradiction"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Access to Care": 0,
    "Access to Care Contradiction": 1,
    "Depression": 2,
    "Depression Contradiction": 3,
    "Economic Instability": 4,
    "Economic Instability Contradiction": 5,
    "Employment Stress": 6,
    "Employment Stress Contradiction": 7,
    "Exposure to Violence": 8,
    "Exposure to Violence Contradiction": 9,
    "Food Insecurity ": 10,
    "Food Insecurity Contradiction": 11,
    "Housing Instability": 12,
    "Housing Instability Contradiction": 13,
    "Limited Language (English) Proficiency": 14,
    "Limited Language Proficiency Contradiction": 15,
    "Neutral": 16,
    "Social Context": 17,
    "Social Context Contradiction": 18,
    "Substance Abuse": 19,
    "Substance Abuse Contradiction": 20,
    "Transportation": 21,
    "Transportation Contradiction": 22
  },
  "layer_norm_eps": 1e-07,
  "max_length": 64,
  "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,
  "padding": "max_length",
  "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": "4.25.1",
  "type_vocab_size": 0,
  "vocab_size": 128100
}