doc-topic-model / config.json
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{
"_name_or_path": "microsoft/deberta-v3-small",
"architectures": [
"DebertaV2ForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "Jobs and Development",
"1": "Financial Sector",
"2": "Community-Driven Development",
"3": "Global Financing Facility for Women, Children and Adolescents",
"4": "Early Childhood Development",
"5": "Measuring Poverty",
"6": "Livestock and Sustainability",
"7": "Innovation and Entrepreneurship",
"8": "Skills Development",
"9": "Taxes and Government Revenue",
"10": "Trade",
"11": "Water",
"12": "Digital Development",
"13": "Indigenous Peoples",
"14": "Jobs & Development",
"15": "Marine Plastic Pollution",
"16": "Gas Flaring Reduction",
"17": "Regional Integration",
"18": "Disaster Risk Management",
"19": "Climate Change",
"20": "Water Supply",
"21": "Infrastructure",
"22": "Social Protection",
"23": "Social Inclusion",
"24": "Inequality and Shared Prosperity",
"25": "Debt Relief",
"26": "Long-Term Finance",
"27": "Procurement for Development",
"28": "Forests and Landscapes",
"29": "Climate-Smart Agriculture",
"30": "Natural Capital",
"31": "Labor Markets",
"32": "Debt",
"33": "Poverty",
"34": "Sexual Orientation and Gender Identity",
"35": "Energy",
"36": "Financial Integrity",
"37": "COVID-19 Hub",
"38": "Pollution",
"39": "Payment Systems",
"40": "Transport",
"41": "Migration",
"42": "Water in Agriculture",
"43": "Nutrition",
"44": "Global Value Chains",
"45": "Financial Inclusion",
"46": "Social Sustainability and Inclusion",
"47": "Land",
"48": "Environment",
"49": "Food Security Update",
"50": "Infectious diseases and Vaccines",
"51": "Competitiveness",
"52": "Sustainable Infrastructure Finance",
"53": "Oceans, Fisheries, and Coastal Economies",
"54": "Disability Inclusion",
"55": "Education and Technology",
"56": "Pandemic Preparedness and COVID-19",
"57": "Governance",
"58": "Investment Climate",
"59": "Trade Facilitation and Logistics",
"60": "Sustainable Communities",
"61": "Agribusiness and Value Chains",
"62": "Gender",
"63": "Biodiversity",
"64": "Inclusive Cities",
"65": "Girls' Education",
"66": "Urban Development",
"67": "Financial Stability",
"68": "Small and Medium Enterprises Finance",
"69": "Competition Policy",
"70": "Food System Jobs",
"71": "Sanitation",
"72": "Extractive Industries",
"73": "Credit Infrastructure",
"74": "One Health",
"75": "Health",
"76": "Agriculture and Food",
"77": "Fragility, Conflict, and Violence",
"78": "Safety Nets and Cash Transfers",
"79": "Teachers",
"80": "Higher Education",
"81": "Education",
"82": "Pensions",
"83": "Universal Health Coverage",
"84": "Mining Investment and Governance Review",
"85": "Water Resources Management",
"86": "Macroeconomics"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"Agribusiness and Value Chains": 61,
"Agriculture and Food": 76,
"Biodiversity": 63,
"COVID-19 Hub": 37,
"Climate Change": 19,
"Climate-Smart Agriculture": 29,
"Community-Driven Development": 2,
"Competition Policy": 69,
"Competitiveness": 51,
"Credit Infrastructure": 73,
"Debt": 32,
"Debt Relief": 25,
"Digital Development": 12,
"Disability Inclusion": 54,
"Disaster Risk Management": 18,
"Early Childhood Development": 4,
"Education": 81,
"Education and Technology": 55,
"Energy": 35,
"Environment": 48,
"Extractive Industries": 72,
"Financial Inclusion": 45,
"Financial Integrity": 36,
"Financial Sector": 1,
"Financial Stability": 67,
"Food Security Update": 49,
"Food System Jobs": 70,
"Forests and Landscapes": 28,
"Fragility, Conflict, and Violence": 77,
"Gas Flaring Reduction": 16,
"Gender": 62,
"Girls' Education": 65,
"Global Financing Facility for Women, Children and Adolescents": 3,
"Global Value Chains": 44,
"Governance": 57,
"Health": 75,
"Higher Education": 80,
"Inclusive Cities": 64,
"Indigenous Peoples": 13,
"Inequality and Shared Prosperity": 24,
"Infectious diseases and Vaccines": 50,
"Infrastructure": 21,
"Innovation and Entrepreneurship": 7,
"Investment Climate": 58,
"Jobs & Development": 14,
"Jobs and Development": 0,
"Labor Markets": 31,
"Land": 47,
"Livestock and Sustainability": 6,
"Long-Term Finance": 26,
"Macroeconomics": 86,
"Marine Plastic Pollution": 15,
"Measuring Poverty": 5,
"Migration": 41,
"Mining Investment and Governance Review": 84,
"Natural Capital": 30,
"Nutrition": 43,
"Oceans, Fisheries, and Coastal Economies": 53,
"One Health": 74,
"Pandemic Preparedness and COVID-19": 56,
"Payment Systems": 39,
"Pensions": 82,
"Pollution": 38,
"Poverty": 33,
"Procurement for Development": 27,
"Regional Integration": 17,
"Safety Nets and Cash Transfers": 78,
"Sanitation": 71,
"Sexual Orientation and Gender Identity": 34,
"Skills Development": 8,
"Small and Medium Enterprises Finance": 68,
"Social Inclusion": 23,
"Social Protection": 22,
"Social Sustainability and Inclusion": 46,
"Sustainable Communities": 60,
"Sustainable Infrastructure Finance": 52,
"Taxes and Government Revenue": 9,
"Teachers": 79,
"Trade": 10,
"Trade Facilitation and Logistics": 59,
"Transport": 40,
"Universal Health Coverage": 83,
"Urban Development": 66,
"Water": 11,
"Water Resources Management": 85,
"Water Supply": 20,
"Water in Agriculture": 42
},
"layer_norm_eps": 1e-07,
"max_position_embeddings": 512,
"max_relative_positions": -1,
"model_type": "deberta-v2",
"norm_rel_ebd": "layer_norm",
"num_attention_heads": 12,
"num_hidden_layers": 6,
"pad_token_id": 0,
"pooler_dropout": 0,
"pooler_hidden_act": "gelu",
"pooler_hidden_size": 768,
"pos_att_type": [
"p2c",
"c2p"
],
"position_biased_input": false,
"position_buckets": 256,
"problem_type": "multi_label_classification",
"relative_attention": true,
"share_att_key": true,
"torch_dtype": "float32",
"transformers_version": "4.40.0",
"type_vocab_size": 0,
"vocab_size": 128100
}