Training in progress, epoch 1

config.json

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+{
+  "_name_or_path": "distilbert/distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "(Vertigo) Paroymsal  Positional Vertigo",
+    "1": "Abdominal Aortic Aneurysm",
+    "2": "Acanthosis Nigricans",
+    "3": "Achalasia",
+    "4": "Achilles Tendinitis",
+    "5": "Achilles Tendon Rupture",
+    "6": "Acl Injury",
+    "7": "Acne",
+    "8": "Acoustic Neuroma",
+    "9": "Acromegaly",
+    "10": "Actinic Keratosis",
+    "11": "Acute Coronary Syndrome",
+    "12": "Acute Flaccid Myelitis",
+    "13": "Acute Liver Failure",
+    "14": "Acute Lymphocytic Leukemia",
+    "15": "Acute Myelogenous Leukemia",
+    "16": "Acute Sinusitis",
+    "17": "Addisons Disease",
+    "18": "Adenomyosis",
+    "19": "Adhd",
+    "20": "Adjustment Disorders",
+    "21": "Adrenal Cancer",
+    "22": "Adult Adhd",
+    "23": "Adult Congenital Heart Disease",
+    "24": "Adult Stills Disease",
+    "25": "Age Spots",
+    "26": "Agoraphobia",
+    "27": "Aids",
+    "28": "Airplane Ear",
+    "29": "Albinism",
+    "30": "Alcohol Intolerance",
+    "31": "Alcohol Poisoning",
+    "32": "Alcohol Use Disorder",
+    "33": "Alcoholic Hepatitis",
+    "34": "Allergies",
+    "35": "Allergy",
+    "36": "Alpha Gal Syndrome",
+    "37": "Alzheimers Disease",
+    "38": "Ambiguous Genitalia",
+    "39": "Ameloblastoma",
+    "40": "Amenorrhea",
+    "41": "Amnesia",
+    "42": "Ampullary Cancer",
+    "43": "Amyloidosis",
+    "44": "Amyotrophic Lateral Sclerosis",
+    "45": "Anal Cancer",
+    "46": "Anal Fissure",
+    "47": "Anal Fistula",
+    "48": "Anal Itching",
+    "49": "Anaphylaxis",
+    "50": "Anemia",
+    "51": "Angelman Syndrome",
+    "52": "Angina",
+    "53": "Angiosarcoma",
+    "54": "Ankylosing Spondylitis",
+    "55": "Anorexia Nervosa",
+    "56": "Anorgasmia",
+    "57": "Anthrax",
+    "58": "Antibiotic Associated Diarrhea",
+    "59": "Antiphospholipid Syndrome",
+    "60": "Antisocial Personality Disorder",
+    "61": "Anxiety",
+    "62": "Aortic Dissection",
+    "63": "Aortic Stenosis",
+    "64": "Aortic Valve Disease",
+    "65": "Aortic Valve Regurgitation",
+    "66": "Aphasia",
+    "67": "Aplastic Anemia",
+    "68": "Appendicitis",
+    "69": "Arteriosclerosis Atherosclerosis",
+    "70": "Arteriovenous Fistula",
+    "71": "Arteriovenous Malformation",
+    "72": "Arthritis",
+    "73": "Asbestosis",
+    "74": "Ascariasis",
+    "75": "Aspergillosis",
+    "76": "Asthma",
+    "77": "Asthma Attack",
+    "78": "Astigmatism",
+    "79": "Ataxia",
+    "80": "Atelectasis",
+    "81": "Athletes Foot",
+    "82": "Atopic Dermatitis Eczema",
+    "83": "Atrial Fibrillation",
+    "84": "Atrial Septal Defect",
+    "85": "Atrioventricular Canal Defect",
+    "86": "Atypical Hyperplasia",
+    "87": "Autism Spectrum Disorder",
+    "88": "Autoimmune Hepatitis",
+    "89": "Autoimmune Pancreatitis",
+    "90": "Autonomic Neuropathy",
+    "91": "Avascular Necrosis",
+    "92": "Baby Acne",
+    "93": "Back Pain",
+    "94": "Bacterial Vaginosis",
+    "95": "Bad Breath",
+    "96": "Bags Under Eyes",
+    "97": "Bakers Cyst",
+    "98": "Balance Problems",
+    "99": "Barretts Esophagus",
+    "100": "Bartholin Cyst",
+    "101": "Basal Cell Carcinoma",
+    "102": "Bed Sores",
+    "103": "Bed Wetting",
+    "104": "Bedbugs",
+    "105": "Bee Stings",
+    "106": "Behcets Disease",
+    "107": "Bells Palsy",
+    "108": "Benign Prostatic Hyperplasia",
+    "109": "Bile Reflux",
+    "110": "Binge Eating Disorder",
+    "111": "Bipolar Disorder",
+    "112": "Black Hairy Tongue",
+    "113": "Bladder Cancer",
+    "114": "Bladder Exstrophy",
+    "115": "Bladder Stones",
+    "116": "Blastocystis Hominis Infection",
+    "117": "Blepharitis",
+    "118": "Blocked Tear Duct",
+    "119": "Blood In Urine",
+    "120": "Body Dysmorphic Disorder",
+    "121": "Body Lice",
+    "122": "Boils And Carbuncles",
+    "123": "Bone And Joint Infections",
+    "124": "Bone Cancer",
+    "125": "Bone Metastasis",
+    "126": "Bone Spurs",
+    "127": "Borderline Personality Disorder",
+    "128": "Botulism",
+    "129": "Brachial Plexus Injury",
+    "130": "Bradycardia",
+    "131": "Brain Aneurysm",
+    "132": "Brain Avm",
+    "133": "Brain Metastases",
+    "134": "Brain Tumor",
+    "135": "Breast Cancer",
+    "136": "Breast Cysts",
+    "137": "Breast Pain",
+    "138": "Broken Ankle",
+    "139": "Broken Arm",
+    "140": "Broken Collarbone",
+    "141": "Broken Foot",
+    "142": "Broken Hand",
+    "143": "Broken Heart Syndrome",
+    "144": "Broken Leg",
+    "145": "Broken Nose",
+    "146": "Broken Ribs",
+    "147": "Broken Toe",
+    "148": "Broken Wrist",
+    "149": "Bronchial Asthma",
+    "150": "Bronchiolitis",
+    "151": "Bronchitis",
+    "152": "Brucellosis",
+    "153": "Brugada Syndrome",
+    "154": "Bruxism",
+    "155": "Buergers Disease",
+    "156": "Bulimia",
+    "157": "Bullous Pemphigoid",
+    "158": "Bundle Branch Block",
+    "159": "Bunions",
+    "160": "Burning Mouth Syndrome",
+    "161": "Burns",
+    "162": "Bursitis",
+    "163": "C Difficile",
+    "164": "Calciphylaxis",
+    "165": "Cancer",
+    "166": "Canker Sore",
+    "167": "Carbon Monoxide",
+    "168": "Carcinoid Syndrome",
+    "169": "Carcinoid Tumors",
+    "170": "Carcinoma Unknown Primary",
+    "171": "Cardiogenic Shock",
+    "172": "Cardiomyopathy",
+    "173": "Carotid Artery Disease",
+    "174": "Carpal Tunnel Syndrome",
+    "175": "Castleman Disease",
+    "176": "Cataracts",
+    "177": "Cavernous Malformations",
+    "178": "Cavities",
+    "179": "Celiac Disease",
+    "180": "Cellulite",
+    "181": "Cellulitis",
+    "182": "Central Sleep Apnea",
+    "183": "Cerebral Palsy",
+    "184": "Cervical Cancer",
+    "185": "Cervical Dystonia",
+    "186": "Cervical Spondylosis",
+    "187": "Cervicitis",
+    "188": "Chagas Disease",
+    "189": "Charcot Marie Tooth Disease",
+    "190": "Chemo Brain",
+    "191": "Chest Pain",
+    "192": "Chiari Malformation",
+    "193": "Chicken Pox",
+    "194": "Chickenpox",
+    "195": "Chilblains",
+    "196": "Child Abuse",
+    "197": "Childhood Apraxia Of Speech",
+    "198": "Childhood Asthma",
+    "199": "Childhood Obesity",
+    "200": "Childhood Schizophrenia",
+    "201": "Chlamydia",
+    "202": "Cholangiocarcinoma",
+    "203": "Cholecystitis",
+    "204": "Cholera",
+    "205": "Cholestasis Of Pregnancy",
+    "206": "Chondrosarcoma",
+    "207": "Chronic Cholestasis",
+    "208": "Chronic Cough",
+    "209": "Chronic Daily Headaches",
+    "210": "Chronic Exertional Compartment Syndrome",
+    "211": "Chronic Fatigue Syndrome",
+    "212": "Chronic Granulomatous Disease",
+    "213": "Chronic Hives",
+    "214": "Chronic Kidney Disease",
+    "215": "Chronic Lymphocytic Leukemia",
+    "216": "Chronic Myelogenous Leukemia",
+    "217": "Chronic Pelvic Pain",
+    "218": "Chronic Sinusitis",
+    "219": "Chronic Traumatic Encephalopathy",
+    "220": "Churg Strauss Syndrome",
+    "221": "Cirrhosis",
+    "222": "Claudication",
+    "223": "Cleft Palate",
+    "224": "Clubfoot",
+    "225": "Cluster Headache",
+    "226": "Cmv",
+    "227": "Coarctation Of The Aorta",
+    "228": "Cold Sore",
+    "229": "Cold Urticaria",
+    "230": "Colic",
+    "231": "Colon Cancer",
+    "232": "Colon Polyps",
+    "233": "Coma",
+    "234": "Common Cold",
+    "235": "Common Cold In Babies",
+    "236": "Common Variable Immunodeficiency",
+    "237": "Common Warts",
+    "238": "Complicated Grief",
+    "239": "Concussion",
+    "240": "Congenital Adrenal Hyperplasia",
+    "241": "Congenital Diaphragmatic Hernia",
+    "242": "Congenital Heart Defects Children",
+    "243": "Conjoined Twins",
+    "244": "Constipation",
+    "245": "Constipation In Children",
+    "246": "Contact Dermatitis",
+    "247": "Conversion Disorder",
+    "248": "Copd",
+    "249": "Coronary Artery Disease",
+    "250": "Corticobasal Degeneration",
+    "251": "Costochondritis",
+    "252": "Cradle Cap",
+    "253": "Craniosynostosis",
+    "254": "Creutzfeldt Jakob Disease",
+    "255": "Crohns Disease",
+    "256": "Croup",
+    "257": "Crps Complex Regional Pain Syndrome",
+    "258": "Cryoglobulinemia",
+    "259": "Csf Leak",
+    "260": "Cushing Syndrome",
+    "261": "Cutaneous T Cell Lymphoma",
+    "262": "Cyclic Vomiting Syndrome",
+    "263": "Cyclothymia",
+    "264": "Cystic Fibrosis",
+    "265": "Cystitis",
+    "266": "Cystocele",
+    "267": "Dandruff",
+    "268": "Dcis",
+    "269": "De Quervain Tenosynovitis",
+    "270": "Deep Vein Thrombosis",
+    "271": "Dehydration",
+    "272": "Delayed Ejaculation",
+    "273": "Delirium",
+    "274": "Dementia",
+    "275": "Dengue",
+    "276": "Dengue Fever",
+    "277": "Depersonalization Derealization Disorder",
+    "278": "Depression",
+    "279": "Dermatitis Eczema",
+    "280": "Dermatographia",
+    "281": "Dermatomyositis",
+    "282": "Desmoid Tumors",
+    "283": "Deviated Septum",
+    "284": "Diabetes",
+    "285": "Diabetes ",
+    "286": "Diabetes Insipidus",
+    "287": "Diabetic Coma",
+    "288": "Diabetic Hypoglycemia",
+    "289": "Diabetic Ketoacidosis",
+    "290": "Diabetic Nephropathy",
+    "291": "Diabetic Neuropathy",
+    "292": "Diabetic Retinopathy",
+    "293": "Diaper Rash",
+    "294": "Diarrhea",
+    "295": "Digeorge Syndrome",
+    "296": "Dilated Cardiomyopathy",
+    "297": "Dimorphic Hemmorhoids(Piles)",
+    "298": "Diphtheria",
+    "299": "Dislocated Shoulder",
+    "300": "Dissociative Disorders",
+    "301": "Diverticulitis",
+    "302": "Dizziness",
+    "303": "Double Uterus",
+    "304": "Down Syndrome",
+    "305": "Dresslers Syndrome",
+    "306": "Drug Addiction",
+    "307": "Drug Allergy",
+    "308": "Drug Reaction",
+    "309": "Dry Eyes",
+    "310": "Dry Macular Degeneration",
+    "311": "Dry Mouth",
+    "312": "Dry Skin",
+    "313": "Dry Socket",
+    "314": "Dsrct",
+    "315": "Dumping Syndrome",
+    "316": "Dupuytrens Contracture",
+    "317": "Dural Arteriovenous Fistulas",
+    "318": "Dust Mites",
+    "319": "Dwarfism",
+    "320": "Dysarthria",
+    "321": "Dyshidrosis",
+    "322": "Dyslexia",
+    "323": "Dysphagia",
+    "324": "Dystonia",
+    "325": "E Coli",
+    "326": "Ear Infections",
+    "327": "Eating Disorders",
+    "328": "Ebsteins Anomaly",
+    "329": "Ectopic Pregnancy",
+    "330": "Ectropion",
+    "331": "Edema",
+    "332": "Egg Allergy",
+    "333": "Ehlers Danlos Syndrome",
+    "334": "Ehrlichiosis",
+    "335": "Eisenmenger Syndrome",
+    "336": "Emphysema",
+    "337": "Encephalitis",
+    "338": "Encopresis",
+    "339": "End Stage Renal Disease",
+    "340": "Endocarditis",
+    "341": "Endometriosis",
+    "342": "Enlarged Liver",
+    "343": "Enlarged Spleen",
+    "344": "Enterocele",
+    "345": "Entropion",
+    "346": "Eosinophilic Esophagitis",
+    "347": "Epidermoid Cysts",
+    "348": "Epidermolysis Bullosa",
+    "349": "Epididymitis",
+    "350": "Epilepsy",
+    "351": "Erectile Dysfunction",
+    "352": "Esophageal Cancer",
+    "353": "Esophageal Spasms",
+    "354": "Esophageal Varices",
+    "355": "Esophagitis",
+    "356": "Essential Tremor",
+    "357": "Esthesioneuroblastoma",
+    "358": "Ewing Sarcoma",
+    "359": "Exercise Headaches",
+    "360": "Exercise Induced Asthma",
+    "361": "Eye Floaters",
+    "362": "Eye Melanoma",
+    "363": "Eyestrain",
+    "364": "Factitious Disorder",
+    "365": "Factor V Leiden",
+    "366": "Familial Adenomatous Polyposis",
+    "367": "Familial Hypercholesterolemia",
+    "368": "Familial Mediterranean Fever",
+    "369": "Farsightedness",
+    "370": "Febrile Seizure",
+    "371": "Fecal Incontinence",
+    "372": "Female Infertility",
+    "373": "Female Sexual Dysfunction",
+    "374": "Fetal Alcohol Syndrome",
+    "375": "Fetal Macrosomia",
+    "376": "Fever",
+    "377": "Fibroadenoma",
+    "378": "Fibrocystic Breasts",
+    "379": "Fibromuscular Dysplasia",
+    "380": "Fibromyalgia",
+    "381": "Flatfeet",
+    "382": "Floor Mouth Cancer",
+    "383": "Flu",
+    "384": "Folliculitis",
+    "385": "Food Allergy",
+    "386": "Food Poisoning",
+    "387": "Foot Drop",
+    "388": "Frontal Lobe Seizures",
+    "389": "Frontotemporal Dementia",
+    "390": "Frostbite",
+    "391": "Frozen Shoulder",
+    "392": "Fuchs Dystrophy",
+    "393": "Functional Dyspepsia",
+    "394": "Fungal Infection",
+    "395": "Galactorrhea",
+    "396": "Gallbladder Cancer",
+    "397": "Gallstones",
+    "398": "Ganglion Cyst",
+    "399": "Gangrene",
+    "400": "Gas And Gas Pains",
+    "401": "Gastritis",
+    "402": "Gastroenteritis",
+    "403": "Gastroesophageal Reflux Disease",
+    "404": "Gastrointestinal Bleeding",
+    "405": "Gastroparesis",
+    "406": "Gauchers Disease",
+    "407": "Gender Dysphoria",
+    "408": "Generalized Anxiety Disorder",
+    "409": "Genital Herpes",
+    "410": "Genital Warts",
+    "411": "Geographic Tongue",
+    "412": "Gerd",
+    "413": "Gestational Diabetes",
+    "414": "Giant Cell Arteritis",
+    "415": "Giardia Infection",
+    "416": "Gilberts Syndrome",
+    "417": "Gingivitis",
+    "418": "Glaucoma",
+    "419": "Glioma",
+    "420": "Glomerulonephritis",
+    "421": "Goiter",
+    "422": "Golfers Elbow",
+    "423": "Gonorrhea",
+    "424": "Gout",
+    "425": "Grand Mal Seizure",
+    "426": "Granuloma Annulare",
+    "427": "Granulomatosis With Polyangiitis",
+    "428": "Graves Disease",
+    "429": "Greenstick Fractures",
+    "430": "Group B Strep",
+    "431": "Growth Plate Fractures",
+    "432": "Guillain Barre Syndrome",
+    "433": "Gynecomastia",
+    "434": "H Pylori",
+    "435": "Hair Loss",
+    "436": "Hairy Cell Leukemia",
+    "437": "Hammertoe And Mallet Toe",
+    "438": "Hamstring Injury",
+    "439": "Hand Foot And Mouth Disease",
+    "440": "Hangovers",
+    "441": "Hantavirus Pulmonary Syndrome",
+    "442": "Hay Fever",
+    "443": "Head Lice",
+    "444": "Headaches In Children",
+    "445": "Hearing Loss",
+    "446": "Heart Arrhythmia",
+    "447": "Heart Attack",
+    "448": "Heart Disease",
+    "449": "Heart Failure",
+    "450": "Heart Murmurs",
+    "451": "Heart Palpitations",
+    "452": "Heart Valve Disease",
+    "453": "Heartburn",
+    "454": "Heat Exhaustion",
+    "455": "Heat Rash",
+    "456": "Heat Stroke",
+    "457": "Hemangioma",
+    "458": "Hemifacial Spasm",
+    "459": "Hemochromatosis",
+    "460": "Hemolytic Uremic Syndrome",
+    "461": "Hemophilia",
+    "462": "Hemorrhoids",
+    "463": "Henoch Schonlein Purpura",
+    "464": "Hepatitis A",
+    "465": "Hepatitis B",
+    "466": "Hepatitis C",
+    "467": "Hepatitis D",
+    "468": "Hepatitis E",
+    "469": "Hepatopulmonary Syndrome",
+    "470": "Herniated Disk",
+    "471": "Hht",
+    "472": "Hiatal Hernia",
+    "473": "Hiccups",
+    "474": "Hidradenitis Suppurativa",
+    "475": "High Blood Cholesterol",
+    "476": "High Blood Pressure",
+    "477": "High Blood Pressure In Children",
+    "478": "Hip Dysplasia",
+    "479": "Hip Fracture",
+    "480": "Hip Labral Tear",
+    "481": "Hirschsprungs Disease",
+    "482": "Histoplasmosis",
+    "483": "Hiv Aids",
+    "484": "Hives And Angioedema",
+    "485": "Hoarding Disorder",
+    "486": "Hodgkins Lymphoma",
+    "487": "Horner Syndrome",
+    "488": "Hot Flashes",
+    "489": "Hpv Infection",
+    "490": "Huntingtons Disease",
+    "491": "Hurthle Cell Cancer",
+    "492": "Hydrocele",
+    "493": "Hydrocephalus",
+    "494": "Hypercalcemia",
+    "495": "Hypereosinophilic Syndrome",
+    "496": "Hyperglycemia",
+    "497": "Hyperhidrosis",
+    "498": "Hyperoxaluria",
+    "499": "Hyperparathyroidism",
+    "500": "Hypertension",
+    "501": "Hypertension ",
+    "502": "Hyperthyroidism",
+    "503": "Hypertrophic Cardiomyopathy",
+    "504": "Hypoglycemia",
+    "505": "Hyponatremia",
+    "506": "Hypoparathyroidism",
+    "507": "Hypopituitarism",
+    "508": "Hypoplastic Left Heart Syndrome",
+    "509": "Hypospadias",
+    "510": "Hypothermia",
+    "511": "Hypothyroidism",
+    "512": "Idiopathic Thrombocytopenic Purpura",
+    "513": "Iga Nephropathy",
+    "514": "Illness Anxiety Disorder",
+    "515": "Impetigo",
+    "516": "Incompetent Cervix",
+    "517": "Indigestion",
+    "518": "Infant Acid Reflux",
+    "519": "Infant Jaundice",
+    "520": "Infectious Diseases",
+    "521": "Infertility",
+    "522": "Inflammatory Bowel Disease",
+    "523": "Inflammatory Breast Cancer",
+    "524": "Ingrown Hair",
+    "525": "Ingrown Toenails",
+    "526": "Inguinal Hernia",
+    "527": "Insomnia",
+    "528": "Intermittent Explosive Disorder",
+    "529": "Interstitial Cystitis",
+    "530": "Interstitial Lung Disease",
+    "531": "Intestinal Ischemia",
+    "532": "Intestinal Obstruction",
+    "533": "Intracranial Hematoma",
+    "534": "Intussusception",
+    "535": "Invasive Lobular Carcinoma",
+    "536": "Iritis",
+    "537": "Iron Deficiency Anemia",
+    "538": "Irritable Bowel Syndrome",
+    "539": "Ischemic Colitis",
+    "540": "Itchy Skin",
+    "541": "Jaundice",
+    "542": "Jaw Tumors Cysts",
+    "543": "Jellyfish Stings",
+    "544": "Jet Lag",
+    "545": "Jock Itch",
+    "546": "Juvenile Idiopathic Arthritis",
+    "547": "Kawasaki Disease",
+    "548": "Keloid Scar",
+    "549": "Keratitis",
+    "550": "Keratoconus",
+    "551": "Keratosis Pilaris",
+    "552": "Kidney Cancer",
+    "553": "Kidney Cysts",
+    "554": "Kidney Failure",
+    "555": "Kidney Infection",
+    "556": "Kidney Stones",
+    "557": "Kleptomania",
+    "558": "Klinefelter Syndrome",
+    "559": "Klippel Trenaunay",
+    "560": "Knee Bursitis",
+    "561": "Knee Pain",
+    "562": "Kyphosis",
+    "563": "Lactose Intolerance",
+    "564": "Laryngitis",
+    "565": "Latex Allergy",
+    "566": "Lazy Eye",
+    "567": "Lead Poisoning",
+    "568": "Left Ventricular Hypertrophy",
+    "569": "Legg Calve Perthes Disease",
+    "570": "Legionnaires Disease",
+    "571": "Leukemia",
+    "572": "Leukoplakia",
+    "573": "Lewy Body Dementia",
+    "574": "Lice",
+    "575": "Lichen Planus",
+    "576": "Lichen Sclerosus",
+    "577": "Lip Cancer",
+    "578": "Lipoma",
+    "579": "Liposarcoma",
+    "580": "Listeria Infection",
+    "581": "Liver Cancer",
+    "582": "Liver Hemangioma",
+    "583": "Liver Problems",
+    "584": "Lobular Carcinoma In Situ",
+    "585": "Long Qt Syndrome",
+    "586": "Low Blood Pressure",
+    "587": "Low Sex Drive In Women",
+    "588": "Low Sperm Count",
+    "589": "Lung Cancer",
+    "590": "Lupus",
+    "591": "Lupus Nephritis",
+    "592": "Lyme Disease",
+    "593": "Lymphedema",
+    "594": "Lymphoma",
+    "595": "Lynch Syndrome",
+    "596": "Malaria",
+    "597": "Male Breast Cancer",
+    "598": "Male Hypogonadism",
+    "599": "Male Infertility",
+    "600": "Malignant Hyperthermia",
+    "601": "Malignant Peripheral Nerve Sheath Tumors",
+    "602": "Mammary Duct Ectasia",
+    "603": "Marfan Syndrome",
+    "604": "Mastitis",
+    "605": "Mcad Deficiency",
+    "606": "Measles",
+    "607": "Median Arcuate Ligament Syndrome Mals",
+    "608": "Medication Overuse Headache",
+    "609": "Melanoma",
+    "610": "Men 1",
+    "611": "Men 2",
+    "612": "Menieres Disease",
+    "613": "Meningioma",
+    "614": "Meningitis",
+    "615": "Menopause",
+    "616": "Menorrhagia",
+    "617": "Menstrual Cramps",
+    "618": "Mental Illness",
+    "619": "Meralgia Paresthetica",
+    "620": "Merkel Cell Carcinoma",
+    "621": "Mesenteric Ischemia",
+    "622": "Mesenteric Lymphadenitis",
+    "623": "Mesothelioma",
+    "624": "Metabolic Syndrome",
+    "625": "Metachromatic Leukodystrophy",
+    "626": "Metatarsalgia",
+    "627": "Mgus",
+    "628": "Microcephaly",
+    "629": "Microscopic Colitis",
+    "630": "Migraine",
+    "631": "Migraine Headache",
+    "632": "Migraine With Aura",
+    "633": "Mild Cognitive Impairment",
+    "634": "Milk Allergy",
+    "635": "Mitral Valve Disease",
+    "636": "Mitral Valve Prolapse",
+    "637": "Mitral Valve Regurgitation",
+    "638": "Mitral Valve Stenosis",
+    "639": "Mittelschmerz",
+    "640": "Mixed Connective Tissue Disease",
+    "641": "Molar Pregnancy",
+    "642": "Mold Allergy",
+    "643": "Moles",
+    "644": "Molluscum Contagiosum",
+    "645": "Mononucleosis",
+    "646": "Morning Sickness",
+    "647": "Morphea",
+    "648": "Mortons Neuroma",
+    "649": "Mosquito Bites",
+    "650": "Mouth Cancer",
+    "651": "Mrsa",
+    "652": "Multiple Myeloma",
+    "653": "Multiple Sclerosis",
+    "654": "Multiple System Atrophy",
+    "655": "Mumps",
+    "656": "Muscle Cramp",
+    "657": "Muscle Strains",
+    "658": "Muscular Dystrophy",
+    "659": "Myasthenia Gravis",
+    "660": "Myelodysplastic Syndrome",
+    "661": "Myelofibrosis",
+    "662": "Myocardial Ischemia",
+    "663": "Myocarditis",
+    "664": "Myoclonus",
+    "665": "Myofascial Pain Syndrome",
+    "666": "Nail Fungus",
+    "667": "Narcissistic Personality Disorder",
+    "668": "Narcolepsy",
+    "669": "Nasal Paranasal Tumors",
+    "670": "Nasal Polyps",
+    "671": "Nasopharyngeal Carcinoma",
+    "672": "Nearsightedness",
+    "673": "Neck Pain",
+    "674": "Nephrogenic Systemic Fibrosis",
+    "675": "Nephrotic Syndrome",
+    "676": "Neuroblastoma",
+    "677": "Neurodermatitis",
+    "678": "Neuroendocrine Tumors",
+    "679": "Neurofibromatosis",
+    "680": "Nickel Allergy",
+    "681": "Nicotine Dependence",
+    "682": "Niemann Pick",
+    "683": "Nightmare Disorder",
+    "684": "Non Hodgkins Lymphoma",
+    "685": "Nonalcoholic Fatty Liver Disease",
+    "686": "Nonallergic Rhinitis",
+    "687": "Noonan Syndrome",
+    "688": "Norovirus",
+    "689": "Obesity",
+    "690": "Obsessive Compulsive Disorder",
+    "691": "Obstructive Sleep Apnea",
+    "692": "Occupational Asthma",
+    "693": "Ocular Rosacea",
+    "694": "Oppositional Defiant Disorder",
+    "695": "Optic Neuritis",
+    "696": "Oral Lichen Planus",
+    "697": "Oral Thrush",
+    "698": "Orchitis",
+    "699": "Orthostatic Hypotension",
+    "700": "Osteoarthristis",
+    "701": "Osteoarthritis",
+    "702": "Osteochondritis Dissecans",
+    "703": "Osteomyelitis",
+    "704": "Osteoporosis",
+    "705": "Osteosarcoma",
+    "706": "Ovarian Cancer",
+    "707": "Ovarian Cysts",
+    "708": "Ovarian Hyperstimulation Syndrome Ohss",
+    "709": "Overactive Bladder",
+    "710": "Pagets Disease Of Bone",
+    "711": "Pagets Disease Of The Breast",
+    "712": "Painful Intercourse",
+    "713": "Pancreatic Cancer",
+    "714": "Pancreatic Cysts",
+    "715": "Pancreatic Neuroendocrine Tumors",
+    "716": "Pancreatitis",
+    "717": "Panic Attacks",
+    "718": "Paralysis (Brain Hemorrhage)",
+    "719": "Paraneoplastic Syndromes",
+    "720": "Parkinsons Disease",
+    "721": "Parvovirus Infection",
+    "722": "Patellar Tendinitis",
+    "723": "Patellofemoral Pain Syndrome",
+    "724": "Patent Ductus Arteriosus",
+    "725": "Patent Foramen Ovale",
+    "726": "Pcos",
+    "727": "Peanut Allergy",
+    "728": "Pectus Excavatum",
+    "729": "Pediatric Brain Tumor",
+    "730": "Pediatric Sleep Apnea",
+    "731": "Pelvic Inflammatory Disease",
+    "732": "Pemphigus",
+    "733": "Penicillin Allergy",
+    "734": "Peptic Ulcer",
+    "735": "Peptic Ulcer Diseae",
+    "736": "Peptic Ulcer Disease",
+    "737": "Pericardial Effusion",
+    "738": "Pericarditis",
+    "739": "Perimenopause",
+    "740": "Periodontitis",
+    "741": "Peripheral Artery Disease",
+    "742": "Peripheral Nerve Injuries",
+    "743": "Peripheral Nerve Tumors",
+    "744": "Peripheral Nerve Tumors Benign",
+    "745": "Peripheral Neuropathy",
+    "746": "Peritonitis",
+    "747": "Persistent Depressive Disorder",
+    "748": "Personality Disorders",
+    "749": "Pet Allergy",
+    "750": "Petit Mal Seizure",
+    "751": "Peyronies Disease",
+    "752": "Phenylketonuria",
+    "753": "Pheochromocytoma",
+    "754": "Pilonidal Cyst",
+    "755": "Pinched Nerve",
+    "756": "Pink Eye",
+    "757": "Pinworm",
+    "758": "Pituitary Tumors",
+    "759": "Pityriasis Rosea",
+    "760": "Placenta Accreta",
+    "761": "Placenta Previa",
+    "762": "Placental Abruption",
+    "763": "Plague",
+    "764": "Plantar Fasciitis",
+    "765": "Plantar Warts",
+    "766": "Pneumonia",
+    "767": "Pneumonitis",
+    "768": "Pneumothorax",
+    "769": "Poison Ivy",
+    "770": "Polio",
+    "771": "Polycystic Kidney Disease",
+    "772": "Polycythemia Vera",
+    "773": "Polyhydramnios",
+    "774": "Polymorphous Light Eruption",
+    "775": "Polymyalgia Rheumatica",
+    "776": "Polymyositis",
+    "777": "Poor Color Vision",
+    "778": "Popliteal Artery Aneurysm",
+    "779": "Popliteal Artery Entrapment",
+    "780": "Porphyria",
+    "781": "Post Concussion Syndrome",
+    "782": "Post Polio Syndrome",
+    "783": "Post Traumatic Stress Disorder",
+    "784": "Post Vasectomy Pain Syndrome",
+    "785": "Posterior Cortical Atrophy",
+    "786": "Postherpetic Neuralgia",
+    "787": "Postpartum Depression",
+    "788": "Postpartum Preeclampsia",
+    "789": "Pouchitis",
+    "790": "Prader Willi Syndrome",
+    "791": "Precocious Puberty",
+    "792": "Prediabetes",
+    "793": "Preeclampsia",
+    "794": "Pregnancy Loss Miscarriage",
+    "795": "Prehypertension",
+    "796": "Premature Birth",
+    "797": "Premature Ejaculation",
+    "798": "Premature Ovarian Failure",
+    "799": "Premature Ventricular Contractions",
+    "800": "Premenstrual Syndrome",
+    "801": "Presbyopia",
+    "802": "Prescription Drug Abuse",
+    "803": "Preterm Labor",
+    "804": "Priapism",
+    "805": "Primary Biliary Cholangitis",
+    "806": "Primary Cough Headaches",
+    "807": "Primary Immunodeficiency",
+    "808": "Primary Lateral Sclerosis",
+    "809": "Primary Progressive Aphasia",
+    "810": "Primary Sclerosing Cholangitis",
+    "811": "Proctitis",
+    "812": "Progeria",
+    "813": "Progressive Supranuclear Palsy",
+    "814": "Prolactinoma",
+    "815": "Prostate Cancer",
+    "816": "Prostatitis",
+    "817": "Pseudobulbar Affect",
+    "818": "Pseudocholinesterase Deficiency",
+    "819": "Pseudogout",
+    "820": "Pseudomembranous Colitis",
+    "821": "Pseudotumor Cerebri",
+    "822": "Psoriasis",
+    "823": "Psoriatic Arthritis",
+    "824": "Pubic Lice Crabs",
+    "825": "Pulmonary Atresia",
+    "826": "Pulmonary Edema",
+    "827": "Pulmonary Embolism",
+    "828": "Pulmonary Fibrosis",
+    "829": "Pulmonary Hypertension",
+    "830": "Pulmonary Valve Stenosis",
+    "831": "Pyloric Stenosis",
+    "832": "Pyoderma Gangrenosum",
+    "833": "Rabies",
+    "834": "Radiation Enteritis",
+    "835": "Radiation Sickness",
+    "836": "Ramsay Hunt Syndrome",
+    "837": "Raynauds Disease",
+    "838": "Reactive Arthritis",
+    "839": "Reactive Attachment Disorder",
+    "840": "Rectal Cancer",
+    "841": "Rectal Prolapse",
+    "842": "Rectal Ulcer",
+    "843": "Rectocele",
+    "844": "Rectovaginal Fistula",
+    "845": "Recurrent Breast Cancer",
+    "846": "Rem Sleep Behavior Disorder",
+    "847": "Renal Artery Stenosis",
+    "848": "Respiratory Syncytial Virus",
+    "849": "Restless Legs Syndrome",
+    "850": "Retinal Detachment",
+    "851": "Retinal Diseases",
+    "852": "Retinoblastoma",
+    "853": "Retractile Testicle",
+    "854": "Retrograde Ejaculation",
+    "855": "Rett Syndrome",
+    "856": "Reyes Syndrome",
+    "857": "Rhabdomyosarcoma",
+    "858": "Rheumatic Fever",
+    "859": "Rheumatoid Arthritis",
+    "860": "Rickets",
+    "861": "Ringworm Body",
+    "862": "Ringworm Scalp",
+    "863": "Rosacea",
+    "864": "Roseola",
+    "865": "Rotator Cuff Injury",
+    "866": "Rotavirus",
+    "867": "Rubella",
+    "868": "Rumination Syndrome",
+    "869": "Ruptured Eardrum",
+    "870": "Ruptured Spleen",
+    "871": "Sacral Dimple",
+    "872": "Sacroiliitis",
+    "873": "Salivary Gland Cancer",
+    "874": "Salmonella",
+    "875": "Sarcoidosis",
+    "876": "Sarcoma",
+    "877": "Sars",
+    "878": "Scabies",
+    "879": "Scarlet Fever",
+    "880": "Schizoaffective Disorder",
+    "881": "Schizoid Personality Disorder",
+    "882": "Schizophrenia",
+    "883": "Schizotypal Personality Disorder",
+    "884": "Sciatica",
+    "885": "Scleroderma",
+    "886": "Sclerosing Mesenteritis",
+    "887": "Scoliosis",
+    "888": "Scorpion Stings",
+    "889": "Scrotal Masses",
+    "890": "Seasonal Affective Disorder",
+    "891": "Seborrheic Dermatitis",
+    "892": "Seborrheic Keratosis",
+    "893": "Secondary Hypertension",
+    "894": "Seizure",
+    "895": "Separation Anxiety Disorder",
+    "896": "Sepsis",
+    "897": "Serotonin Syndrome",
+    "898": "Sex Headaches",
+    "899": "Sexually Transmitted Diseases Stds",
+    "900": "Shaken Baby Syndrome",
+    "901": "Shellfish Allergy",
+    "902": "Shigella",
+    "903": "Shin Splints",
+    "904": "Shingles",
+    "905": "Short Bowel Syndrome",
+    "906": "Sick Sinus Syndrome",
+    "907": "Sickle Cell Anemia",
+    "908": "Sinus Headaches",
+    "909": "Sjogrens Syndrome",
+    "910": "Skin Cancer",
+    "911": "Sleep Apnea",
+    "912": "Sleep Disorders",
+    "913": "Sleep Terrors",
+    "914": "Sleepwalking",
+    "915": "Small Bowel Cancer",
+    "916": "Small Intestinal Bacterial Overgrowth",
+    "917": "Small Vessel Disease",
+    "918": "Smallpox",
+    "919": "Snoring",
+    "920": "Social Anxiety Disorder",
+    "921": "Soft Palate Cancer",
+    "922": "Soft Tissue Sarcoma",
+    "923": "Somatic Symptom Disorder",
+    "924": "Sore Throat",
+    "925": "Specific Phobias",
+    "926": "Spermatocele",
+    "927": "Spider Bites",
+    "928": "Spina Bifida",
+    "929": "Spinal Arteriovenous Malformation",
+    "930": "Spinal Cord Injury",
+    "931": "Spinal Cord Tumor",
+    "932": "Spinal Headaches",
+    "933": "Spinal Stenosis",
+    "934": "Spontaneous Coronary Artery Dissection",
+    "935": "Sprained Ankle",
+    "936": "Sprains",
+    "937": "Squamous Cell Carcinoma",
+    "938": "Stage 4 Prostate Cancer",
+    "939": "Staph Infections",
+    "940": "Stevens Johnson Syndrome",
+    "941": "Stickler Syndrome",
+    "942": "Stomach Cancer",
+    "943": "Stomach Polyps",
+    "944": "Strep Throat",
+    "945": "Stress Fractures",
+    "946": "Stress Incontinence",
+    "947": "Stretch Marks",
+    "948": "Stroke",
+    "949": "Stuttering",
+    "950": "Sty",
+    "951": "Subconjunctival Hemorrhage",
+    "952": "Sudden Cardiac Arrest",
+    "953": "Suicide",
+    "954": "Sun Allergy",
+    "955": "Sunburn",
+    "956": "Supraventricular Tachycardia",
+    "957": "Suspicious Breast Lumps",
+    "958": "Sweating And Body Odor",
+    "959": "Swimmers Ear",
+    "960": "Swimmers Itch",
+    "961": "Swine Flu",
+    "962": "Swollen Knee",
+    "963": "Swollen Lymph Nodes",
+    "964": "Syphilis",
+    "965": "Systemic Mastocytosis",
+    "966": "Tachycardia",
+    "967": "Takayasus Arteritis",
+    "968": "Tapeworm",
+    "969": "Tay Sachs Disease",
+    "970": "Teen Depression",
+    "971": "Temporal Lobe Seizure",
+    "972": "Tendinitis",
+    "973": "Tennis Elbow",
+    "974": "Tension Headache",
+    "975": "Testicular Cancer Care",
+    "976": "Testicular Torsion",
+    "977": "Tetanus",
+    "978": "Tetralogy Of Fallot",
+    "979": "Thalassemia",
+    "980": "Thoracic Aortic Aneurysm",
+    "981": "Thoracic Outlet Syndrome",
+    "982": "Throat Cancer",
+    "983": "Thrombocytopenia",
+    "984": "Thrombocytosis",
+    "985": "Thumb Arthritis",
+    "986": "Thunderclap Headaches",
+    "987": "Thyroid Cancer",
+    "988": "Thyroid Nodules",
+    "989": "Tinea Versicolor",
+    "990": "Tinnitus",
+    "991": "Tmj",
+    "992": "Toe Walking",
+    "993": "Tongue Tie",
+    "994": "Tonsil Cancer",
+    "995": "Tonsillitis",
+    "996": "Tooth Abscess",
+    "997": "Torn Meniscus",
+    "998": "Tourette Syndrome",
+    "999": "Toxic Epidermal Necrolysis",
+    "1000": "Toxic Hepatitis",
+    "1001": "Toxic Shock Syndrome",
+    "1002": "Toxoplasmosis",
+    "1003": "Trachoma",
+    "1004": "Transient Global Amnesia",
+    "1005": "Transient Ischemic Attack",
+    "1006": "Transposition Of The Great Arteries",
+    "1007": "Transverse Myelitis",
+    "1008": "Traumatic Brain Injury",
+    "1009": "Travelers Diarrhea",
+    "1010": "Trichinosis",
+    "1011": "Trichomoniasis",
+    "1012": "Trichotillomania",
+    "1013": "Tricuspid Atresia",
+    "1014": "Tricuspid Valve Regurgitation",
+    "1015": "Trigeminal Neuralgia",
+    "1016": "Trigger Finger",
+    "1017": "Triple X Syndrome",
+    "1018": "Truncus Arteriosus",
+    "1019": "Tuberculosis",
+    "1020": "Tuberous Sclerosis",
+    "1021": "Turner Syndrome",
+    "1022": "Type 1 Diabetes",
+    "1023": "Type 1 Diabetes In Children",
+    "1024": "Type 2 Diabetes",
+    "1025": "Type 2 Diabetes In Children",
+    "1026": "Typhoid",
+    "1027": "Typhoid Fever",
+    "1028": "Ulcerative Colitis",
+    "1029": "Umbilical Hernia",
+    "1030": "Undescended Testicle",
+    "1031": "Undifferentiated Pleomorphic Sarcoma",
+    "1032": "Ureteral Cancer",
+    "1033": "Ureteral Obstruction",
+    "1034": "Urethral Stricture",
+    "1035": "Urinary Tract Infection",
+    "1036": "Urine Color",
+    "1037": "Uterine Fibroids",
+    "1038": "Uterine Polyps",
+    "1039": "Uterine Prolapse",
+    "1040": "Uveitis",
+    "1041": "Vaginal Agenesis",
+    "1042": "Vaginal Atrophy",
+    "1043": "Vaginal Cancer",
+    "1044": "Vaginitis",
+    "1045": "Valley Fever",
+    "1046": "Varicocele",
+    "1047": "Varicose Veins",
+    "1048": "Vascular Dementia",
+    "1049": "Vasculitis",
+    "1050": "Vasovagal Syncope",
+    "1051": "Ventricular Fibrillation",
+    "1052": "Ventricular Septal Defect",
+    "1053": "Ventricular Tachycardia",
+    "1054": "Vertebral Tumor",
+    "1055": "Vertigo",
+    "1056": "Vesicoureteral Reflux",
+    "1057": "Viral Gastroenteritis",
+    "1058": "Viral Hemorrhagic Fevers",
+    "1059": "Vitamin Deficiency Anemia",
+    "1060": "Vitiligo",
+    "1061": "Vocal Cord Paralysis",
+    "1062": "Von Willebrand Disease",
+    "1063": "Vulvar Cancer",
+    "1064": "Vulvodynia",
+    "1065": "Waldenstrom Macroglobulinemia",
+    "1066": "Wet Macular Degeneration",
+    "1067": "Wheat Allergy",
+    "1068": "Whiplash",
+    "1069": "Whipples Disease",
+    "1070": "Whooping Cough",
+    "1071": "Wilms Tumor",
+    "1072": "Wilsons Disease",
+    "1073": "Wisdom Teeth",
+    "1074": "Wolff Parkinson White Syndrome",
+    "1075": "Wrinkles",
+    "1076": "Wrist Pain",
+    "1077": "X Linked Agammaglobulinemia",
+    "1078": "Yeast Infection",
+    "1079": "Yips",
+    "1080": "Zika Virus",
+    "1081": "Zollinger Ellison Syndrome"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "(Vertigo) Paroymsal  Positional Vertigo": 0,
+    "Abdominal Aortic Aneurysm": 1,
+    "Acanthosis Nigricans": 2,
+    "Achalasia": 3,
+    "Achilles Tendinitis": 4,
+    "Achilles Tendon Rupture": 5,
+    "Acl Injury": 6,
+    "Acne": 7,
+    "Acoustic Neuroma": 8,
+    "Acromegaly": 9,
+    "Actinic Keratosis": 10,
+    "Acute Coronary Syndrome": 11,
+    "Acute Flaccid Myelitis": 12,
+    "Acute Liver Failure": 13,
+    "Acute Lymphocytic Leukemia": 14,
+    "Acute Myelogenous Leukemia": 15,
+    "Acute Sinusitis": 16,
+    "Addisons Disease": 17,
+    "Adenomyosis": 18,
+    "Adhd": 19,
+    "Adjustment Disorders": 20,
+    "Adrenal Cancer": 21,
+    "Adult Adhd": 22,
+    "Adult Congenital Heart Disease": 23,
+    "Adult Stills Disease": 24,
+    "Age Spots": 25,
+    "Agoraphobia": 26,
+    "Aids": 27,
+    "Airplane Ear": 28,
+    "Albinism": 29,
+    "Alcohol Intolerance": 30,
+    "Alcohol Poisoning": 31,
+    "Alcohol Use Disorder": 32,
+    "Alcoholic Hepatitis": 33,
+    "Allergies": 34,
+    "Allergy": 35,
+    "Alpha Gal Syndrome": 36,
+    "Alzheimers Disease": 37,
+    "Ambiguous Genitalia": 38,
+    "Ameloblastoma": 39,
+    "Amenorrhea": 40,
+    "Amnesia": 41,
+    "Ampullary Cancer": 42,
+    "Amyloidosis": 43,
+    "Amyotrophic Lateral Sclerosis": 44,
+    "Anal Cancer": 45,
+    "Anal Fissure": 46,
+    "Anal Fistula": 47,
+    "Anal Itching": 48,
+    "Anaphylaxis": 49,
+    "Anemia": 50,
+    "Angelman Syndrome": 51,
+    "Angina": 52,
+    "Angiosarcoma": 53,
+    "Ankylosing Spondylitis": 54,
+    "Anorexia Nervosa": 55,
+    "Anorgasmia": 56,
+    "Anthrax": 57,
+    "Antibiotic Associated Diarrhea": 58,
+    "Antiphospholipid Syndrome": 59,
+    "Antisocial Personality Disorder": 60,
+    "Anxiety": 61,
+    "Aortic Dissection": 62,
+    "Aortic Stenosis": 63,
+    "Aortic Valve Disease": 64,
+    "Aortic Valve Regurgitation": 65,
+    "Aphasia": 66,
+    "Aplastic Anemia": 67,
+    "Appendicitis": 68,
+    "Arteriosclerosis Atherosclerosis": 69,
+    "Arteriovenous Fistula": 70,
+    "Arteriovenous Malformation": 71,
+    "Arthritis": 72,
+    "Asbestosis": 73,
+    "Ascariasis": 74,
+    "Aspergillosis": 75,
+    "Asthma": 76,
+    "Asthma Attack": 77,
+    "Astigmatism": 78,
+    "Ataxia": 79,
+    "Atelectasis": 80,
+    "Athletes Foot": 81,
+    "Atopic Dermatitis Eczema": 82,
+    "Atrial Fibrillation": 83,
+    "Atrial Septal Defect": 84,
+    "Atrioventricular Canal Defect": 85,
+    "Atypical Hyperplasia": 86,
+    "Autism Spectrum Disorder": 87,
+    "Autoimmune Hepatitis": 88,
+    "Autoimmune Pancreatitis": 89,
+    "Autonomic Neuropathy": 90,
+    "Avascular Necrosis": 91,
+    "Baby Acne": 92,
+    "Back Pain": 93,
+    "Bacterial Vaginosis": 94,
+    "Bad Breath": 95,
+    "Bags Under Eyes": 96,
+    "Bakers Cyst": 97,
+    "Balance Problems": 98,
+    "Barretts Esophagus": 99,
+    "Bartholin Cyst": 100,
+    "Basal Cell Carcinoma": 101,
+    "Bed Sores": 102,
+    "Bed Wetting": 103,
+    "Bedbugs": 104,
+    "Bee Stings": 105,
+    "Behcets Disease": 106,
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