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cp500
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v4_combined_ner

Token Classification
Transformers
PyTorch
bert
Inference Endpoints
Model card Files Community
v4_combined_ner
File size: 2,298 Bytes 
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{
  "_name_or_path": "imvladikon/alephbertgimmel-base-512",
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "TREATMENT",
    "1": "PROTECTED_HEALTH_INFORMATION_EMAIL",
    "2": "PROTECTED_HEALTH_INFORMATION_LOCATION",
    "3": "RESPIRATORY_RATE",
    "4": "PROTECTED_HEALTH_INFORMATION_MEDICAL_RECORD",
    "5": "ALCOHOL_USE",
    "6": "SYMPTOM",
    "7": "PROTECTED_HEALTH_INFORMATION_NAME",
    "8": "0",
    "9": "ALCOHOL_DRUGS",
    "10": "BLOOD_PRESSURE",
    "11": "TOBACCO_USE",
    "12": "MEASUREMENT",
    "13": "OBSERVATION",
    "14": "AFFECTED_BODY_PARTS",
    "15": "ANATOMY",
    "16": "PROTECTED_HEALTH_INFORMATION_DATE",
    "17": "PROTECTED_HEALTH_INFORMATION_PHONE_NUMBER",
    "18": "TEMPERATURE",
    "19": "DIAGNOSIS",
    "20": "PROTECTED_HEALTH_INFORMATION_AGE",
    "21": "MEDICAL_CONDITION",
    "22": "PULSE",
    "23": "TEST",
    "24": "MEDICATION",
    "25": "AFFECTED_ORGANS"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "0": 8,
    "AFFECTED_BODY_PARTS": 14,
    "AFFECTED_ORGANS": 25,
    "ALCOHOL_DRUGS": 9,
    "ALCOHOL_USE": 5,
    "ANATOMY": 15,
    "BLOOD_PRESSURE": 10,
    "DIAGNOSIS": 19,
    "MEASUREMENT": 12,
    "MEDICAL_CONDITION": 21,
    "MEDICATION": 24,
    "OBSERVATION": 13,
    "PROTECTED_HEALTH_INFORMATION_AGE": 20,
    "PROTECTED_HEALTH_INFORMATION_DATE": 16,
    "PROTECTED_HEALTH_INFORMATION_EMAIL": 1,
    "PROTECTED_HEALTH_INFORMATION_LOCATION": 2,
    "PROTECTED_HEALTH_INFORMATION_MEDICAL_RECORD": 4,
    "PROTECTED_HEALTH_INFORMATION_NAME": 7,
    "PROTECTED_HEALTH_INFORMATION_PHONE_NUMBER": 17,
    "PULSE": 22,
    "RESPIRATORY_RATE": 3,
    "SYMPTOM": 6,
    "TEMPERATURE": 18,
    "TEST": 23,
    "TOBACCO_USE": 11,
    "TREATMENT": 0
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.34.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 128000
}