kiddothe2b
commited on
Commit
•
15732f6
1
Parent(s):
0ef3f1c
Standard fine-tuning in EURLEX (Level 2)
Browse files- all_results.json +22 -0
- config.json +308 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
all_results.json
ADDED
@@ -0,0 +1,22 @@
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{
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"epoch": 20.0,
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"eval_loss": 0.06564775854349136,
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"eval_macro-f1": 0.5288324216964616,
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"eval_micro-f1": 0.7574885406673062,
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"eval_runtime": 86.3441,
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"eval_samples": 5000,
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"eval_samples_per_second": 57.908,
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"eval_steps_per_second": 1.818,
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"predict_loss": 0.08095735311508179,
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"predict_macro-f1": 0.4697446300383359,
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"predict_micro-f1": 0.6955986588005602,
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"predict_runtime": 86.6624,
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"predict_samples": 5000,
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"predict_samples_per_second": 57.695,
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"predict_steps_per_second": 1.812,
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"train_loss": 0.03331406790201854,
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"train_runtime": 59779.1742,
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"train_samples": 55000,
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"train_samples_per_second": 18.401,
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"train_steps_per_second": 0.575
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}
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config.json
ADDED
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{
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"_name_or_path": "coastalcph/danish-legal-longformer-base",
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"architectures": [
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"LongformerForSequenceClassification"
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],
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"attention_mode": "longformer",
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"attention_probs_dropout_prob": 0.1,
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"attention_window": [
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128,
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128,
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128,
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128,
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128,
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128,
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128,
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128,
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128,
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128,
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128,
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128
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],
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"bos_token_id": 1,
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"classifier_dropout": null,
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"cls_token_id": 1,
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"eos_token_id": 2,
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"finetuning_task": "eurlex-127-concepts",
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"gradient_checkpointing": false,
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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": "health",
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"1": "social framework",
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"10": "building and public works",
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"100": "European Union law",
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"101": "humanities",
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"102": "natural and applied sciences",
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"103": "beverages and sugar",
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"104": "processed agricultural produce",
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"105": "agri-foodstuffs",
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"106": "plant product",
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"107": "animal product",
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"108": "foodstuff",
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"109": "food technology",
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"11": "chemistry",
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"110": "regions of EU Member States",
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"111": "Africa",
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"112": "overseas countries and territories",
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"113": "Europe",
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"114": "America",
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"115": "economic geography",
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"116": "Asia and Oceania",
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"117": "political geography",
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"118": "economic analysis",
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"119": "economic conditions",
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"12": "electronics and electrical engineering",
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"120": "economic policy",
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"121": "economic structure",
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"122": "national accounts",
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"123": "regions and regional policy",
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"124": "deterioration of the environment",
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"125": "natural environment",
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"126": "environmental policy",
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"13": "miscellaneous industries",
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"14": "wood industry",
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"15": "mechanical engineering",
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"16": "industrial structures and policy",
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"17": "leather and textile industries",
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"18": "insurance",
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"19": "free movement of capital",
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"2": "culture and religion",
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72 |
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"20": "financing and investment",
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"21": "prices",
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"22": "budget",
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75 |
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"23": "public finance and budget policy",
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76 |
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"24": "monetary economics",
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"25": "taxation",
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"26": "financial institutions and credit",
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"27": "monetary relations",
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"28": "tariff policy",
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"29": "trade",
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"3": "social protection",
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"30": "trade policy",
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"31": "marketing",
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"32": "distributive trades",
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"33": "consumption",
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"34": "international trade",
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"35": "accounting",
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"36": "competition",
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"37": "management",
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"38": "business classification",
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92 |
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"39": "legal form of organisations",
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"4": "migration",
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"40": "business organisation",
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"41": "defence",
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96 |
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"42": "international affairs",
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"43": "international security",
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"44": "cooperation policy",
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"45": "agricultural activity",
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100 |
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"46": "agricultural policy",
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101 |
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"47": "forestry",
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102 |
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"48": "agricultural structures and production",
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103 |
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"49": "cultivation of agricultural land",
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104 |
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"5": "family",
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105 |
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"50": "means of agricultural production",
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106 |
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"51": "fisheries",
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107 |
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"52": "farming systems",
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108 |
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"53": "production",
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109 |
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"54": "research and intellectual property",
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110 |
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"55": "technology and technical regulations",
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111 |
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"56": "transport policy",
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112 |
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"57": "air and space transport",
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113 |
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"58": "organisation of transport",
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114 |
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"59": "land transport",
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115 |
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"6": "construction and town planning",
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116 |
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"60": "maritime and inland waterway transport",
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117 |
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"61": "organisation of work and working conditions",
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118 |
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"62": "labour law and labour relations",
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119 |
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"63": "employment",
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120 |
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"64": "personnel management and staff remuneration",
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121 |
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"65": "labour market",
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122 |
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"66": "political party",
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123 |
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"67": "parliament",
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124 |
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"68": "executive power and public service",
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125 |
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"69": "parliamentary proceedings",
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126 |
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"7": "demography and population",
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127 |
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"70": "electoral procedure and voting",
|
128 |
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"71": "political framework",
|
129 |
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"72": "politics and public safety",
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130 |
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"73": "sources and branches of the law",
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131 |
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"74": "justice",
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132 |
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"75": "civil law",
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133 |
+
"76": "rights and freedoms",
|
134 |
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"77": "international law",
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135 |
+
"78": "criminal law",
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136 |
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"79": "organisation of the legal system",
|
137 |
+
"8": "social affairs",
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138 |
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"80": "information and information processing",
|
139 |
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"81": "education",
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140 |
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"82": "organisation of teaching",
|
141 |
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"83": "information technology and data processing",
|
142 |
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"84": "teaching",
|
143 |
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"85": "documentation",
|
144 |
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"86": "communications",
|
145 |
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"87": "world organisations",
|
146 |
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"88": "United Nations",
|
147 |
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"89": "extra-European organisations",
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148 |
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"9": "iron, steel and other metal industries",
|
149 |
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"90": "non-governmental organisations",
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150 |
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"91": "European organisations",
|
151 |
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"92": "coal and mining industries",
|
152 |
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"93": "energy policy",
|
153 |
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"94": "oil industry",
|
154 |
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"95": "soft energy",
|
155 |
+
"96": "electrical and nuclear industries",
|
156 |
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"97": "EU finance",
|
157 |
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"98": "EU institutions and European civil service",
|
158 |
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"99": "European construction"
|
159 |
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},
|
160 |
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"ignore_attention_mask": false,
|
161 |
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"initializer_range": 0.02,
|
162 |
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"intermediate_size": 3072,
|
163 |
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"label2id": {
|
164 |
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"Africa": 111,
|
165 |
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"America": 114,
|
166 |
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"Asia and Oceania": 116,
|
167 |
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"EU finance": 97,
|
168 |
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"EU institutions and European civil service": 98,
|
169 |
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"Europe": 113,
|
170 |
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"European Union law": 100,
|
171 |
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"European construction": 99,
|
172 |
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"European organisations": 91,
|
173 |
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"United Nations": 88,
|
174 |
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"accounting": 35,
|
175 |
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"agri-foodstuffs": 105,
|
176 |
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"agricultural activity": 45,
|
177 |
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"agricultural policy": 46,
|
178 |
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"agricultural structures and production": 48,
|
179 |
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"air and space transport": 57,
|
180 |
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"animal product": 107,
|
181 |
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"beverages and sugar": 103,
|
182 |
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"budget": 22,
|
183 |
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"building and public works": 10,
|
184 |
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"business classification": 38,
|
185 |
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"business organisation": 40,
|
186 |
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"chemistry": 11,
|
187 |
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"civil law": 75,
|
188 |
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"coal and mining industries": 92,
|
189 |
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"communications": 86,
|
190 |
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"competition": 36,
|
191 |
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"construction and town planning": 6,
|
192 |
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"consumption": 33,
|
193 |
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"cooperation policy": 44,
|
194 |
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"criminal law": 78,
|
195 |
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"cultivation of agricultural land": 49,
|
196 |
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"culture and religion": 2,
|
197 |
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"defence": 41,
|
198 |
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"demography and population": 7,
|
199 |
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"deterioration of the environment": 124,
|
200 |
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"distributive trades": 32,
|
201 |
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"documentation": 85,
|
202 |
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"economic analysis": 118,
|
203 |
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"economic conditions": 119,
|
204 |
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"economic geography": 115,
|
205 |
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"economic policy": 120,
|
206 |
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"economic structure": 121,
|
207 |
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"education": 81,
|
208 |
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"electoral procedure and voting": 70,
|
209 |
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"electrical and nuclear industries": 96,
|
210 |
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"electronics and electrical engineering": 12,
|
211 |
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"employment": 63,
|
212 |
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"energy policy": 93,
|
213 |
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"environmental policy": 126,
|
214 |
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"executive power and public service": 68,
|
215 |
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"extra-European organisations": 89,
|
216 |
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"family": 5,
|
217 |
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"farming systems": 52,
|
218 |
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"financial institutions and credit": 26,
|
219 |
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"financing and investment": 20,
|
220 |
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"fisheries": 51,
|
221 |
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"food technology": 109,
|
222 |
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"foodstuff": 108,
|
223 |
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"forestry": 47,
|
224 |
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"free movement of capital": 19,
|
225 |
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"health": 0,
|
226 |
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"humanities": 101,
|
227 |
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"industrial structures and policy": 16,
|
228 |
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"information and information processing": 80,
|
229 |
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"information technology and data processing": 83,
|
230 |
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"insurance": 18,
|
231 |
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"international affairs": 42,
|
232 |
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"international law": 77,
|
233 |
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"international security": 43,
|
234 |
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"international trade": 34,
|
235 |
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"iron, steel and other metal industries": 9,
|
236 |
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"justice": 74,
|
237 |
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"labour law and labour relations": 62,
|
238 |
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"labour market": 65,
|
239 |
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"land transport": 59,
|
240 |
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"leather and textile industries": 17,
|
241 |
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"legal form of organisations": 39,
|
242 |
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"management": 37,
|
243 |
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"maritime and inland waterway transport": 60,
|
244 |
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"marketing": 31,
|
245 |
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"means of agricultural production": 50,
|
246 |
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"mechanical engineering": 15,
|
247 |
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"migration": 4,
|
248 |
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"miscellaneous industries": 13,
|
249 |
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"monetary economics": 24,
|
250 |
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"monetary relations": 27,
|
251 |
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"national accounts": 122,
|
252 |
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"natural and applied sciences": 102,
|
253 |
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"natural environment": 125,
|
254 |
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"non-governmental organisations": 90,
|
255 |
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"oil industry": 94,
|
256 |
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"organisation of teaching": 82,
|
257 |
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"organisation of the legal system": 79,
|
258 |
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"organisation of transport": 58,
|
259 |
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"organisation of work and working conditions": 61,
|
260 |
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"overseas countries and territories": 112,
|
261 |
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"parliament": 67,
|
262 |
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"parliamentary proceedings": 69,
|
263 |
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"personnel management and staff remuneration": 64,
|
264 |
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"plant product": 106,
|
265 |
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"political framework": 71,
|
266 |
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"political geography": 117,
|
267 |
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"political party": 66,
|
268 |
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"politics and public safety": 72,
|
269 |
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"prices": 21,
|
270 |
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"processed agricultural produce": 104,
|
271 |
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"production": 53,
|
272 |
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"public finance and budget policy": 23,
|
273 |
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"regions and regional policy": 123,
|
274 |
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"regions of EU Member States": 110,
|
275 |
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"research and intellectual property": 54,
|
276 |
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"rights and freedoms": 76,
|
277 |
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"social affairs": 8,
|
278 |
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"social framework": 1,
|
279 |
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"social protection": 3,
|
280 |
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"soft energy": 95,
|
281 |
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"sources and branches of the law": 73,
|
282 |
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"tariff policy": 28,
|
283 |
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|
284 |
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|
285 |
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|
286 |
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"trade": 29,
|
287 |
+
"trade policy": 30,
|
288 |
+
"transport policy": 56,
|
289 |
+
"wood industry": 14,
|
290 |
+
"world organisations": 87
|
291 |
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},
|
292 |
+
"layer_norm_eps": 1e-05,
|
293 |
+
"max_position_embeddings": 2050,
|
294 |
+
"model_max_length": 2048,
|
295 |
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"model_type": "longformer",
|
296 |
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"num_attention_heads": 12,
|
297 |
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"num_hidden_layers": 12,
|
298 |
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"pad_token_id": 0,
|
299 |
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"position_embedding_type": "absolute",
|
300 |
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"problem_type": "multi_label_classification",
|
301 |
+
"sep_token_id": 2,
|
302 |
+
"torch_dtype": "float32",
|
303 |
+
"transformers_version": "4.18.0",
|
304 |
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"type_vocab_size": 1,
|
305 |
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"use_cache": true,
|
306 |
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"use_spectral_decoupling": false,
|
307 |
+
"vocab_size": 32000
|
308 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:ea44864561ddc11543c0172d888de7d1c7d2f47540fdce5b32bc5257e2471f6f
|
3 |
+
size 532736733
|
special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": "<mask>"}
|
tokenizer.json
ADDED
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|
|
tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"model_max_length": 2048, "bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": "<mask>", "special_tokens_map_file": "data/PLMs/danish-lm/danish-lex-lm-base/special_tokens_map.json", "name_or_path": "coastalcph/danish-legal-longformer-base", "tokenizer_class": "PreTrainedTokenizerFast"}
|