avsolatorio
commited on
Commit
•
e4660c4
1
Parent(s):
09e10ce
Training in progress, step 1000, checkpoint
Browse files- last-checkpoint/added_tokens.json +3 -0
- last-checkpoint/config.json +214 -0
- last-checkpoint/model.safetensors +3 -0
- last-checkpoint/optimizer.pt +3 -0
- last-checkpoint/rng_state.pth +3 -0
- last-checkpoint/scheduler.pt +3 -0
- last-checkpoint/special_tokens_map.json +15 -0
- last-checkpoint/spm.model +3 -0
- last-checkpoint/tokenizer.json +0 -0
- last-checkpoint/tokenizer_config.json +58 -0
- last-checkpoint/trainer_state.json +68 -0
- last-checkpoint/training_args.bin +3 -0
last-checkpoint/added_tokens.json
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{
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"[MASK]": 128000
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}
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last-checkpoint/config.json
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{
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"_name_or_path": "microsoft/deberta-v3-small",
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"architectures": [
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"DebertaV2ForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "Global Financing Facility for Women, Children and Adolescents",
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"1": "Competitiveness",
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"2": "Sustainable Communities",
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"3": "Education",
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"4": "Natural Capital",
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"5": "Regional Integration",
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"6": "Jobs and Development",
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"7": "Innovation and Entrepreneurship",
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"8": "Inclusive Cities",
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"9": "Jobs & Development",
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"10": "Transport",
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"11": "Sustainable Infrastructure Finance",
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"12": "Pandemic Preparedness and COVID-19",
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"13": "Taxes and Government Revenue",
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"14": "Labor Markets",
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"15": "Measuring Poverty",
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"16": "Food Security Update",
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"17": "Disability Inclusion",
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"18": "Agriculture and Food",
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"19": "Trade Facilitation and Logistics",
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"20": "Social Protection",
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"21": "One Health",
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"22": "Biodiversity",
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"23": "Social Inclusion",
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"24": "Credit Infrastructure",
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"25": "Water Supply",
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"26": "Early Childhood Development",
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"27": "Food System Jobs",
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"28": "Migration",
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"29": "Indigenous Peoples",
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"30": "Universal Health Coverage",
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"31": "Financial Sector",
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"32": "Procurement for Development",
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"33": "Inequality and Shared Prosperity",
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"34": "COVID-19 Hub",
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"35": "Poverty",
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"36": "Financial Stability",
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"37": "Digital Development",
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"38": "Long-Term Finance",
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"39": "Gas Flaring Reduction",
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"40": "Mining Investment and Governance Review",
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"41": "Small and Medium Enterprises Finance",
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"42": "Infrastructure",
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"43": "Health",
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"44": "Sexual Orientation and Gender Identity",
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"45": "Nutrition",
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"46": "Financial Inclusion",
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"47": "Fragility, Conflict, and Violence",
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"48": "Debt Relief",
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"49": "Disaster Risk Management",
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"50": "Water in Agriculture",
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"51": "Livestock and Sustainability",
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"52": "Global Value Chains",
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"53": "Competition Policy",
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"54": "Pollution",
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"55": "Urban Development",
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"56": "Gender",
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"57": "Safety Nets and Cash Transfers",
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"58": "Forests and Landscapes",
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"59": "Water Resources Management",
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"60": "Extractive Industries",
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"61": "Social Sustainability and Inclusion",
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"62": "Energy",
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"63": "Girls' Education",
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"64": "Environment",
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"65": "Marine Plastic Pollution",
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"66": "Education and Technology",
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"67": "Financial Integrity",
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"68": "Oceans, Fisheries, and Coastal Economies",
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"69": "Sanitation",
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"70": "Land",
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"71": "Higher Education",
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"72": "Teachers",
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"73": "Investment Climate",
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"74": "Debt",
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"75": "Climate Change",
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"76": "Trade",
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"77": "Skills Development",
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"78": "Agribusiness and Value Chains",
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"79": "Climate-Smart Agriculture",
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"80": "Pensions",
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"81": "Infectious diseases and Vaccines",
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"82": "Payment Systems",
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"83": "Community-Driven Development",
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"84": "Water",
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"85": "Governance",
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"86": "Macroeconomics"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Agribusiness and Value Chains": 78,
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"Agriculture and Food": 18,
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"Biodiversity": 22,
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"COVID-19 Hub": 34,
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"Climate Change": 75,
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"Climate-Smart Agriculture": 79,
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"Community-Driven Development": 83,
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"Competition Policy": 53,
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"Competitiveness": 1,
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"Credit Infrastructure": 24,
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"Debt": 74,
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"Debt Relief": 48,
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"Digital Development": 37,
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"Disability Inclusion": 17,
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"Disaster Risk Management": 49,
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"Early Childhood Development": 26,
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"Education": 3,
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"Education and Technology": 66,
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"Energy": 62,
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"Environment": 64,
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"Extractive Industries": 60,
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"Financial Inclusion": 46,
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"Financial Integrity": 67,
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"Financial Sector": 31,
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"Financial Stability": 36,
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"Food Security Update": 16,
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"Food System Jobs": 27,
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"Forests and Landscapes": 58,
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"Fragility, Conflict, and Violence": 47,
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"Gas Flaring Reduction": 39,
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"Gender": 56,
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"Girls' Education": 63,
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"Global Financing Facility for Women, Children and Adolescents": 0,
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"Global Value Chains": 52,
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"Governance": 85,
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"Health": 43,
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"Higher Education": 71,
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"Inclusive Cities": 8,
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140 |
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"Indigenous Peoples": 29,
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"Inequality and Shared Prosperity": 33,
|
142 |
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"Infectious diseases and Vaccines": 81,
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"Infrastructure": 42,
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"Innovation and Entrepreneurship": 7,
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"Investment Climate": 73,
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146 |
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"Jobs & Development": 9,
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"Jobs and Development": 6,
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"Labor Markets": 14,
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"Land": 70,
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"Livestock and Sustainability": 51,
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"Long-Term Finance": 38,
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152 |
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"Macroeconomics": 86,
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153 |
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"Marine Plastic Pollution": 65,
|
154 |
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"Measuring Poverty": 15,
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155 |
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"Migration": 28,
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156 |
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"Mining Investment and Governance Review": 40,
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157 |
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"Natural Capital": 4,
|
158 |
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"Nutrition": 45,
|
159 |
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"Oceans, Fisheries, and Coastal Economies": 68,
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160 |
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"One Health": 21,
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161 |
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"Pandemic Preparedness and COVID-19": 12,
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162 |
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"Payment Systems": 82,
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"Pensions": 80,
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164 |
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"Pollution": 54,
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165 |
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"Poverty": 35,
|
166 |
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"Procurement for Development": 32,
|
167 |
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"Regional Integration": 5,
|
168 |
+
"Safety Nets and Cash Transfers": 57,
|
169 |
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"Sanitation": 69,
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170 |
+
"Sexual Orientation and Gender Identity": 44,
|
171 |
+
"Skills Development": 77,
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172 |
+
"Small and Medium Enterprises Finance": 41,
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"Social Inclusion": 23,
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"Social Protection": 20,
|
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"Social Sustainability and Inclusion": 61,
|
176 |
+
"Sustainable Communities": 2,
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177 |
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"Sustainable Infrastructure Finance": 11,
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178 |
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"Taxes and Government Revenue": 13,
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"Teachers": 72,
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180 |
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"Trade": 76,
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181 |
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"Trade Facilitation and Logistics": 19,
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182 |
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"Transport": 10,
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183 |
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"Universal Health Coverage": 30,
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184 |
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"Urban Development": 55,
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+
"Water": 84,
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"Water Resources Management": 59,
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"Water Supply": 25,
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"Water in Agriculture": 50
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},
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"layer_norm_eps": 1e-07,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta-v2",
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"norm_rel_ebd": "layer_norm",
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"num_attention_heads": 12,
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"num_hidden_layers": 6,
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"pad_token_id": 0,
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"pooler_dropout": 0,
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"pooler_hidden_act": "gelu",
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"pooler_hidden_size": 768,
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"pos_att_type": [
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"p2c",
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"c2p"
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],
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"position_biased_input": false,
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"position_buckets": 256,
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"problem_type": "multi_label_classification",
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"relative_attention": true,
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"share_att_key": true,
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"torch_dtype": "float32",
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"transformers_version": "4.44.2",
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"type_vocab_size": 0,
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"vocab_size": 128100
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}
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last-checkpoint/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5fd6225088215fe920b14f2d3dbb993bf9b48013b9d0be24295a1d239689cac0
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size 567860028
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last-checkpoint/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1648ddcaf0dcbce9a1dbcd0a4680e73ee80643b880b955db627b00f932d9d7b8
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size 1135783354
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last-checkpoint/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:34649568145f465443beb487f2295ab3dad9e5f49f758646dd823029413e18fe
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size 14244
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last-checkpoint/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e136870ce715682b288c29fb4d05a0aec61f1a74b2cc393d7fb9e66e4965261
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size 1064
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last-checkpoint/special_tokens_map.json
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{
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"bos_token": "[CLS]",
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"cls_token": "[CLS]",
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"eos_token": "[SEP]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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}
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}
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last-checkpoint/spm.model
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
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size 2464616
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last-checkpoint/tokenizer.json
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last-checkpoint/tokenizer_config.json
ADDED
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
|
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
|
34 |
+
},
|
35 |
+
"128000": {
|
36 |
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|
37 |
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"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
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|
40 |
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|
41 |
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|
42 |
+
}
|
43 |
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},
|
44 |
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"bos_token": "[CLS]",
|
45 |
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"clean_up_tokenization_spaces": true,
|
46 |
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"cls_token": "[CLS]",
|
47 |
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"do_lower_case": false,
|
48 |
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"eos_token": "[SEP]",
|
49 |
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"mask_token": "[MASK]",
|
50 |
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"model_max_length": 1000000000000000019884624838656,
|
51 |
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"pad_token": "[PAD]",
|
52 |
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"sep_token": "[SEP]",
|
53 |
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"sp_model_kwargs": {},
|
54 |
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"split_by_punct": false,
|
55 |
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"tokenizer_class": "DebertaV2Tokenizer",
|
56 |
+
"unk_token": "[UNK]",
|
57 |
+
"vocab_type": "spm"
|
58 |
+
}
|
last-checkpoint/trainer_state.json
ADDED
@@ -0,0 +1,68 @@
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|
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|
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|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.08645907044410706,
|
3 |
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"best_model_checkpoint": "doc-topic-model_eval-00_train-03/checkpoint-1000",
|
4 |
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"epoch": 0.4930966469428008,
|
5 |
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|
6 |
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"global_step": 1000,
|
7 |
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|
8 |
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"is_local_process_zero": true,
|
9 |
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"is_world_process_zero": true,
|
10 |
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|
11 |
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{
|
12 |
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|
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|
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|
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|
16 |
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|
17 |
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},
|
18 |
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{
|
19 |
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"epoch": 0.4930966469428008,
|
20 |
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"grad_norm": 0.36234650015830994,
|
21 |
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"learning_rate": 1.9901380670611442e-05,
|
22 |
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|
23 |
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"step": 1000
|
24 |
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},
|
25 |
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{
|
26 |
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"epoch": 0.4930966469428008,
|
27 |
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"eval_accuracy": 0.9814660487265615,
|
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|
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|
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"eval_runtime": 11.8049,
|
33 |
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|
34 |
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|
35 |
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"step": 1000
|
36 |
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}
|
37 |
+
],
|
38 |
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"logging_steps": 500,
|
39 |
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"max_steps": 202800,
|
40 |
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"num_input_tokens_seen": 0,
|
41 |
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"num_train_epochs": 100,
|
42 |
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"save_steps": 1000,
|
43 |
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"stateful_callbacks": {
|
44 |
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"EarlyStoppingCallback": {
|
45 |
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"args": {
|
46 |
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"early_stopping_patience": 5,
|
47 |
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"early_stopping_threshold": 0.0
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48 |
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},
|
49 |
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"attributes": {
|
50 |
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"early_stopping_patience_counter": 0
|
51 |
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}
|
52 |
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},
|
53 |
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"TrainerControl": {
|
54 |
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"args": {
|
55 |
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"should_epoch_stop": false,
|
56 |
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"should_evaluate": false,
|
57 |
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"should_log": false,
|
58 |
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"should_save": true,
|
59 |
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"should_training_stop": false
|
60 |
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},
|
61 |
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"attributes": {}
|
62 |
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}
|
63 |
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},
|
64 |
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"total_flos": 22523300934480.0,
|
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"train_batch_size": 4,
|
66 |
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"trial_name": null,
|
67 |
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"trial_params": null
|
68 |
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}
|
last-checkpoint/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:247cccd0c3dbe5c727fd031150f0944d463e134495ac1c2a8628ab0ed563cdcb
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3 |
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size 5240
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