File size: 6,592 Bytes
ec8ba4d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
{
  "_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": "Indigenous Peoples",
    "1": "Investment Climate",
    "2": "Marine Plastic Pollution",
    "3": "Poverty",
    "4": "Water",
    "5": "Measuring Poverty",
    "6": "Energy",
    "7": "Sustainable Communities",
    "8": "Disability Inclusion",
    "9": "Macroeconomics",
    "10": "Early Childhood Development",
    "11": "Mining Investment and Governance Review",
    "12": "Infrastructure",
    "13": "Community-Driven Development",
    "14": "Land",
    "15": "Innovation and Entrepreneurship",
    "16": "Competitiveness",
    "17": "Biodiversity",
    "18": "Debt",
    "19": "Higher Education",
    "20": "Livestock and Sustainability",
    "21": "Universal Health Coverage",
    "22": "Nutrition",
    "23": "Education and Technology",
    "24": "Small and Medium Enterprises Finance",
    "25": "Climate-Smart Agriculture",
    "26": "Food Security Update",
    "27": "Inclusive Cities",
    "28": "Jobs & Development",
    "29": "Migration",
    "30": "Infectious diseases and Vaccines",
    "31": "Social Protection",
    "32": "Skills Development",
    "33": "Governance",
    "34": "Pollution",
    "35": "Inequality and Shared Prosperity",
    "36": "Oceans, Fisheries, and Coastal Economies",
    "37": "Global Value Chains",
    "38": "Pensions",
    "39": "Food System Jobs",
    "40": "Debt Relief",
    "41": "Sexual Orientation and Gender Identity",
    "42": "Education",
    "43": "Regional Integration",
    "44": "Jobs and Development",
    "45": "Competition Policy",
    "46": "Fragility, Conflict, and Violence",
    "47": "Urban Development",
    "48": "Pandemic Preparedness and COVID-19",
    "49": "Safety Nets and Cash Transfers",
    "50": "Financial Sector",
    "51": "Climate Change",
    "52": "Transport",
    "53": "COVID-19 Hub",
    "54": "Financial Stability",
    "55": "Gender",
    "56": "Natural Capital",
    "57": "Water in Agriculture",
    "58": "Taxes and Government Revenue",
    "59": "Labor Markets",
    "60": "Trade Facilitation and Logistics",
    "61": "Long-Term Finance",
    "62": "Teachers",
    "63": "Sanitation",
    "64": "Forests and Landscapes",
    "65": "Financial Integrity",
    "66": "Payment Systems",
    "67": "Social Inclusion",
    "68": "Health",
    "69": "Girls' Education",
    "70": "Credit Infrastructure",
    "71": "Social Sustainability and Inclusion",
    "72": "Trade",
    "73": "Financial Inclusion",
    "74": "Global Financing Facility for Women, Children and Adolescents",
    "75": "Sustainable Infrastructure Finance",
    "76": "Extractive Industries",
    "77": "Procurement for Development",
    "78": "Agriculture and Food",
    "79": "Water Supply",
    "80": "Disaster Risk Management",
    "81": "One Health",
    "82": "Environment",
    "83": "Digital Development",
    "84": "Agribusiness and Value Chains",
    "85": "Gas Flaring Reduction",
    "86": "Water Resources Management"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Agribusiness and Value Chains": 84,
    "Agriculture and Food": 78,
    "Biodiversity": 17,
    "COVID-19 Hub": 53,
    "Climate Change": 51,
    "Climate-Smart Agriculture": 25,
    "Community-Driven Development": 13,
    "Competition Policy": 45,
    "Competitiveness": 16,
    "Credit Infrastructure": 70,
    "Debt": 18,
    "Debt Relief": 40,
    "Digital Development": 83,
    "Disability Inclusion": 8,
    "Disaster Risk Management": 80,
    "Early Childhood Development": 10,
    "Education": 42,
    "Education and Technology": 23,
    "Energy": 6,
    "Environment": 82,
    "Extractive Industries": 76,
    "Financial Inclusion": 73,
    "Financial Integrity": 65,
    "Financial Sector": 50,
    "Financial Stability": 54,
    "Food Security Update": 26,
    "Food System Jobs": 39,
    "Forests and Landscapes": 64,
    "Fragility, Conflict, and Violence": 46,
    "Gas Flaring Reduction": 85,
    "Gender": 55,
    "Girls' Education": 69,
    "Global Financing Facility for Women, Children and Adolescents": 74,
    "Global Value Chains": 37,
    "Governance": 33,
    "Health": 68,
    "Higher Education": 19,
    "Inclusive Cities": 27,
    "Indigenous Peoples": 0,
    "Inequality and Shared Prosperity": 35,
    "Infectious diseases and Vaccines": 30,
    "Infrastructure": 12,
    "Innovation and Entrepreneurship": 15,
    "Investment Climate": 1,
    "Jobs & Development": 28,
    "Jobs and Development": 44,
    "Labor Markets": 59,
    "Land": 14,
    "Livestock and Sustainability": 20,
    "Long-Term Finance": 61,
    "Macroeconomics": 9,
    "Marine Plastic Pollution": 2,
    "Measuring Poverty": 5,
    "Migration": 29,
    "Mining Investment and Governance Review": 11,
    "Natural Capital": 56,
    "Nutrition": 22,
    "Oceans, Fisheries, and Coastal Economies": 36,
    "One Health": 81,
    "Pandemic Preparedness and COVID-19": 48,
    "Payment Systems": 66,
    "Pensions": 38,
    "Pollution": 34,
    "Poverty": 3,
    "Procurement for Development": 77,
    "Regional Integration": 43,
    "Safety Nets and Cash Transfers": 49,
    "Sanitation": 63,
    "Sexual Orientation and Gender Identity": 41,
    "Skills Development": 32,
    "Small and Medium Enterprises Finance": 24,
    "Social Inclusion": 67,
    "Social Protection": 31,
    "Social Sustainability and Inclusion": 71,
    "Sustainable Communities": 7,
    "Sustainable Infrastructure Finance": 75,
    "Taxes and Government Revenue": 58,
    "Teachers": 62,
    "Trade": 72,
    "Trade Facilitation and Logistics": 60,
    "Transport": 52,
    "Universal Health Coverage": 21,
    "Urban Development": 47,
    "Water": 4,
    "Water Resources Management": 86,
    "Water Supply": 79,
    "Water in Agriculture": 57
  },
  "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": "4.44.2",
  "type_vocab_size": 0,
  "vocab_size": 128100
}