WOS46985Bert / config.json
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{
"_name_or_path": "/data/ekvall/WOS_model/WOS46985Bert/checkpoint-5288",
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
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"hidden_act": "gelu",
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"id2label": {
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"1": "Machine learning",
"2": "network security",
"3": "Cryptography",
"4": "Operating systems",
"5": "Computer graphics",
"6": "Image processing",
"7": "Parallel computing",
"8": "Relational databases",
"9": "Software engineering",
"10": "Distributed computing",
"11": "Structured Storage",
"12": "Symbolic computation",
"13": "Algorithm design",
"14": "Computer programming",
"15": "Data structures",
"16": "Bioinformatics",
"17": "Electricity",
"18": "Lorentz force law",
"19": "Electrical circuits",
"20": "Voltage law",
"21": "Digital control",
"22": "System identification",
"23": "Electrical network",
"24": "Microcontroller",
"25": "Analog signal processing:Electrical generator",
"26": "Electric motor:Single-phase electric power",
"27": "Satellite radio",
"28": "Control engineering",
"29": "Signal-flow graph",
"30": "State space representation",
"31": "PID controller",
"32": "Operational amplifier",
"33": "Prejudice",
"34": "Social cognition",
"35": "Person perception",
"36": "Nonverbal communication",
"37": "Prosocial behavior",
"38": "Leadership",
"39": "Eating disorders",
"40": "Depression",
"41": "Borderline personality disorder",
"42": "Seasonal affective disorder",
"43": "Schizophrenia",
"44": "Antisocial personality disorder",
"45": "Media violence",
"46": "Prenatal development",
"47": "Child abuse",
"48": "Gender roles",
"49": "False memories",
"50": "Attention",
"51": "Problem-solving",
"52": "computer-aided design",
"53": "Hydraulics",
"54": "Manufacturing engineering",
"55": "Machine design",
"56": "Fluid mechanics",
"57": "Internal combustion engine",
"58": "Thermodynamics",
"59": "Materials Engineering",
"60": "Strength of materials",
"61": "Ambient Intelligence",
"62": "Highway Network System:Geotextile",
"63": "Remote Sensing",
"64": "Rainwater Harvesting",
"65": "Underwater Windmill:Water Pollution",
"66": "Suspension Bridge",
"67": "Stealth Technology",
"68": "Green Building",
"69": "Solar Energy",
"70": "Construction Management",
"71": "Transparent Concrete:Nano Concrete:Smart Material",
"72": "Addiction",
"73": "Allergies",
"74": "Alzheimer's Disease",
"75": "Ankylosing Spondylitis",
"76": "Bamboo as a Building Material:Anxiety",
"77": "Asthma",
"78": "Atopic Dermatitis",
"79": "Atrial Fibrillation",
"80": "Autism",
"81": "Skin Care",
"82": "Bipolar Disorder",
"83": "Birth Control",
"84": "Children's Health",
"85": "Crohn's Disease",
"86": "Dementia",
"87": "Diabetes",
"88": "Weight Loss",
"89": "Digestive Health:Outdoor Health",
"90": "Emergency Contraception",
"91": "Mental Health",
"92": "Fungal Infection",
"93": "Headache",
"94": "Healthy Sleep",
"95": "Heart Disease",
"96": "Hepatitis C",
"97": "Hereditary Angioedema",
"98": "HIV/AIDS",
"99": "Hypothyroidism",
"100": "Idiopathic Pulmonary Fibrosis",
"101": "Irritable Bowel Syndrome",
"102": "Kidney Health",
"103": "Low Testosterone",
"104": "Lymphoma",
"105": "Medicare",
"106": "Menopause",
"107": "Migraine",
"108": "Multiple Sclerosis",
"109": "Myelofibrosis",
"110": "Cancer",
"111": "Osteoarthritis",
"112": "Osteoporosis",
"113": "Overactive Bladder",
"114": "Parenting",
"115": "Parkinson's Disease",
"116": "Polycythemia Vera",
"117": "Psoriasis",
"118": "Psoriatic Arthritis",
"119": "Rheumatoid Arthritis",
"120": "Senior Health",
"121": "Smoking Cessation",
"122": "Sports Injuries",
"123": "Sprains and Strains",
"124": "Stress Management",
"125": "Molecular biology",
"126": "Cell biology:DNA/RNA sequencing",
"127": "Human Metabolism",
"128": "Immunology",
"129": "Genetics",
"130": "Enzymology",
"131": "Polymerase chain reaction",
"132": "Northern blotting",
"133": "Southern blotting"
},
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"intermediate_size": 3072,
"label2id": {
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"Algorithm design": 13,
"Allergies": 73,
"Alzheimer's Disease": 74,
"Ambient Intelligence": 61,
"Analog signal processing:Electrical generator": 25,
"Ankylosing Spondylitis": 75,
"Antisocial personality disorder": 44,
"Asthma": 77,
"Atopic Dermatitis": 78,
"Atrial Fibrillation": 79,
"Attention": 50,
"Autism": 80,
"Bamboo as a Building Material:Anxiety": 76,
"Bioinformatics": 16,
"Bipolar Disorder": 82,
"Birth Control": 83,
"Borderline personality disorder": 41,
"Cancer": 110,
"Cell biology:DNA/RNA sequencing": 126,
"Child abuse": 47,
"Children's Health": 84,
"Computer graphics": 5,
"Computer programming": 14,
"Computer vision": 0,
"Construction Management": 70,
"Control engineering": 28,
"Crohn's Disease": 85,
"Cryptography": 3,
"Data structures": 15,
"Dementia": 86,
"Depression": 40,
"Diabetes": 87,
"Digestive Health:Outdoor Health": 89,
"Digital control": 21,
"Distributed computing": 10,
"Eating disorders": 39,
"Electric motor:Single-phase electric power": 26,
"Electrical circuits": 19,
"Electrical network": 23,
"Electricity": 17,
"Emergency Contraception": 90,
"Enzymology": 130,
"False memories": 49,
"Fluid mechanics": 56,
"Fungal Infection": 92,
"Gender roles": 48,
"Genetics": 129,
"Green Building": 68,
"HIV/AIDS": 98,
"Headache": 93,
"Healthy Sleep": 94,
"Heart Disease": 95,
"Hepatitis C": 96,
"Hereditary Angioedema": 97,
"Highway Network System:Geotextile": 62,
"Human Metabolism": 127,
"Hydraulics": 53,
"Hypothyroidism": 99,
"Idiopathic Pulmonary Fibrosis": 100,
"Image processing": 6,
"Immunology": 128,
"Internal combustion engine": 57,
"Irritable Bowel Syndrome": 101,
"Kidney Health": 102,
"Leadership": 38,
"Lorentz force law": 18,
"Low Testosterone": 103,
"Lymphoma": 104,
"Machine design": 55,
"Machine learning": 1,
"Manufacturing engineering": 54,
"Materials Engineering": 59,
"Media violence": 45,
"Medicare": 105,
"Menopause": 106,
"Mental Health": 91,
"Microcontroller": 24,
"Migraine": 107,
"Molecular biology": 125,
"Multiple Sclerosis": 108,
"Myelofibrosis": 109,
"Nonverbal communication": 36,
"Northern blotting": 132,
"Operating systems": 4,
"Operational amplifier": 32,
"Osteoarthritis": 111,
"Osteoporosis": 112,
"Overactive Bladder": 113,
"PID controller": 31,
"Parallel computing": 7,
"Parenting": 114,
"Parkinson's Disease": 115,
"Person perception": 35,
"Polycythemia Vera": 116,
"Polymerase chain reaction": 131,
"Prejudice": 33,
"Prenatal development": 46,
"Problem-solving": 51,
"Prosocial behavior": 37,
"Psoriasis": 117,
"Psoriatic Arthritis": 118,
"Rainwater Harvesting": 64,
"Relational databases": 8,
"Remote Sensing": 63,
"Rheumatoid Arthritis": 119,
"Satellite radio": 27,
"Schizophrenia": 43,
"Seasonal affective disorder": 42,
"Senior Health": 120,
"Signal-flow graph": 29,
"Skin Care": 81,
"Smoking Cessation": 121,
"Social cognition": 34,
"Software engineering": 9,
"Solar Energy": 69,
"Southern blotting": 133,
"Sports Injuries": 122,
"Sprains and Strains": 123,
"State space representation": 30,
"Stealth Technology": 67,
"Strength of materials": 60,
"Stress Management": 124,
"Structured Storage": 11,
"Suspension Bridge": 66,
"Symbolic computation": 12,
"System identification": 22,
"Thermodynamics": 58,
"Transparent Concrete:Nano Concrete:Smart Material": 71,
"Underwater Windmill:Water Pollution": 65,
"Voltage law": 20,
"Weight Loss": 88,
"computer-aided design": 52,
"network security": 2
},
"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",
"problem_type": "single_label_classification",
"torch_dtype": "float32",
"transformers_version": "4.25.1",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 30522
}