config.json

{
  "_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": "BLOOD_PRESSURE",
    "1": "STAGE",
    "2": "QUANTITY",
    "3": "AFFECTED_BODY_PARTS",
    "4": "MEDICAL_CONDITION",
    "5": "PROTECTED_HEALTH_INFORMATION_MEDICAL_RECORD",
    "6": "DURATION",
    "7": "PROTECTED_HEALTH_INFORMATION_NAME",
    "8": "MEASUREMENT",
    "9": "PROCEDURE",
    "10": "OTHER_DATES",
    "11": "0",
    "12": "PHYSICAL_EXAM",
    "13": "DOSAGE",
    "14": "SPECIALIST",
    "15": "MEDICAL_HISTORY",
    "16": "FAMILY_HISTORY",
    "17": "SYMPTOM",
    "18": "PROTECTED_HEALTH_INFORMATION_GENDER",
    "19": "PROGNOSIS",
    "20": "RISK_FACTOR",
    "21": "OBSERVATION",
    "22": "ALCOHOL_DRUGS",
    "23": "IMAGING",
    "24": "ANATOMY",
    "25": "ALLERGIES",
    "26": "OTHER",
    "27": "PULSE",
    "28": "PROTECTED_HEALTH_INFORMATION_PROFESSION",
    "29": "FINDINGS",
    "30": "OUTCOME",
    "31": "REFERRAL",
    "32": "PROTECTED_HEALTH_INFORMATION_EMAIL",
    "33": "EXAMINATION",
    "34": "ONSET",
    "35": "PROTECTED_HEALTH_INFORMATION_DATE",
    "36": "DIAGNOSIS",
    "37": "TREATMENT",
    "38": "BLOOD_SUGAR",
    "39": "LIFESTYLE",
    "40": "RESPIRATORY_RATE",
    "41": "MEDICAL_PROCEDURE",
    "42": "TEMPERATURE",
    "43": "TEST",
    "44": "PROTECTED_HEALTH_INFORMATION_AGE",
    "45": "MEDICAL_EXAM",
    "46": "PROTECTED_HEALTH_INFORMATION_PHONE_NUMBER",
    "47": "RECOMMENDATION",
    "48": "NEXT_VISIT",
    "49": "DEMOGRAPHICS",
    "50": "MEDICATION",
    "51": "VITAL_SIGN",
    "52": "HEART_RATE",
    "53": "CLINICAL_FINDINGS",
    "54": "MEDICAL_DEVICE",
    "55": "FOLLOW_UP",
    "56": "LAB_FINDING",
    "57": "PROTECTED_HEALTH_INFORMATION_LOCATION",
    "58": "FREQUENCY"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "0": 11,
    "AFFECTED_BODY_PARTS": 3,
    "ALCOHOL_DRUGS": 22,
    "ALLERGIES": 25,
    "ANATOMY": 24,
    "BLOOD_PRESSURE": 0,
    "BLOOD_SUGAR": 38,
    "CLINICAL_FINDINGS": 53,
    "DEMOGRAPHICS": 49,
    "DIAGNOSIS": 36,
    "DOSAGE": 13,
    "DURATION": 6,
    "EXAMINATION": 33,
    "FAMILY_HISTORY": 16,
    "FINDINGS": 29,
    "FOLLOW_UP": 55,
    "FREQUENCY": 58,
    "HEART_RATE": 52,
    "IMAGING": 23,
    "LAB_FINDING": 56,
    "LIFESTYLE": 39,
    "MEASUREMENT": 8,
    "MEDICAL_CONDITION": 4,
    "MEDICAL_DEVICE": 54,
    "MEDICAL_EXAM": 45,
    "MEDICAL_HISTORY": 15,
    "MEDICAL_PROCEDURE": 41,
    "MEDICATION": 50,
    "NEXT_VISIT": 48,
    "OBSERVATION": 21,
    "ONSET": 34,
    "OTHER": 26,
    "OTHER_DATES": 10,
    "OUTCOME": 30,
    "PHYSICAL_EXAM": 12,
    "PROCEDURE": 9,
    "PROGNOSIS": 19,
    "PROTECTED_HEALTH_INFORMATION_AGE": 44,
    "PROTECTED_HEALTH_INFORMATION_DATE": 35,
    "PROTECTED_HEALTH_INFORMATION_EMAIL": 32,
    "PROTECTED_HEALTH_INFORMATION_GENDER": 18,
    "PROTECTED_HEALTH_INFORMATION_LOCATION": 57,
    "PROTECTED_HEALTH_INFORMATION_MEDICAL_RECORD": 5,
    "PROTECTED_HEALTH_INFORMATION_NAME": 7,
    "PROTECTED_HEALTH_INFORMATION_PHONE_NUMBER": 46,
    "PROTECTED_HEALTH_INFORMATION_PROFESSION": 28,
    "PULSE": 27,
    "QUANTITY": 2,
    "RECOMMENDATION": 47,
    "REFERRAL": 31,
    "RESPIRATORY_RATE": 40,
    "RISK_FACTOR": 20,
    "SPECIALIST": 14,
    "STAGE": 1,
    "SYMPTOM": 17,
    "TEMPERATURE": 42,
    "TEST": 43,
    "TREATMENT": 37,
    "VITAL_SIGN": 51
  },
  "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
}