ericdong7673/Nemotron-Personas-Korea

Nemotron-Personas-Korea是一个基于韩国真实人口统计、地理和性格特征分布合成的开源角色数据集（CC BY 4.0许可），旨在广泛反映韩国人口的多样性和特征。作为首个大规模韩语角色数据集，它包含姓名、性别、年龄、婚姻状况、教育水平、职业和居住地区等属性，这些属性基于韩国统计厅(KOSIS)、大法院、国民健康保险公团、农村经济研究院和NAVER Cloud的官方统计数据合成。该数据集支持韩国模型开发者构建包含重要地区特定人口统计和文化背景的Sovereign AI系统，可用于扩大主权AI模型开发的合成数据多样性、减轻数据和模型偏见，并提高模型响应的多样性。数据集使用NeMo Data Designer（企业级复合AI系统）创建，结合了专有的概率图模型、Apache-2.0许可的google/gemma-4-31B-it模型以及Data Designer中的验证和评估方法。数据集包含100万条记录、700万个角色、26个字段，涵盖17个省份和252个区县，提供7种角色类型和额外自然语言属性。Nemotron-Personas-Korea is an open-source synthetic character dataset licensed under CC BY 4.0, developed based on the real demographic, geographic, and personality trait distributions of the Korean population, aiming to broadly reflect the diversity and characteristics of the Korean populace. As the first large-scale Korean-language character dataset, it includes attributes such as name, gender, age, marital status, education level, occupation, and residential region, with these attributes synthesized using official statistical data from the Korea Statistical Information Service (KOSIS), the Supreme Court of Korea, the National Health Insurance Service, the Rural Economic Institute, and NAVER Cloud. This dataset enables Korean model developers to build Sovereign AI systems that incorporate important region-specific demographic and cultural backgrounds, and can be used to expand the diversity of synthetic data for sovereign AI model development, mitigate data and model biases, and enhance the diversity of model responses. The dataset was created using NeMo Data Designer, an enterprise-grade composite AI system, which combines a proprietary probabilistic graphical model, the google/gemma-4-31B-it model licensed under Apache-2.0, and the validation and evaluation methods integrated within Data Designer. The dataset contains 1 million records, 7 million characters, 26 fields, covers 17 provinces and 252 districts and counties, and provides 7 character types and additional natural language attributes.