arXiv:2601.09066cs.CLcs.AI2026-01被引 4

专为韩国文化打造的双语大模型,更懂韩国人的思维与情感。

Mi:dm 2.0 Korea-centric Bilingual Language Models

  • 基于韩国文化数据优化,融合社会价值观与常识推理
  • 11.5B参数版在韩语基准上达顶尖零样本表现
  • 开源免费,适合科研、教育及产业应用

我们推出Mi:dm 2.0,一款专为推进韩国中心型人工智能而设计的双语大语言模型。该模型不仅处理韩语文本,更融入韩国社会的价值观、推理模式和常识知识,实现对文化语境、情感细微差别及现实场景的精准理解,生成可靠且符合文化的回应。针对现有大模型因韩语数据不足或质量低、缺乏文化契合度的问题,Mi:dm 2.0通过完整数据管道提升质量:包括自有数据清洗、高质量合成数据生成、课程学习策略混合数据,以及定制的韩语优化分词器以提高效率与覆盖率。提供两种配置:基础版(11.5B参数),采用深度扩展策略,适用于通用场景;迷你版(2.3B参数),面向资源受限环境与特定任务优化。在韩语专属基准测试中,模型表现达到当前最优,于KMMLU上取得顶级零样本成绩,并在语言、人文学科与社会科学任务中均获优异内部评估结果。整个系列以MIT许可证发布,支持广泛研究与商业应用。KT旨在通过提供高可用性、高性能的韩国中心型大模型,加速韩国各行业、公共部门与教育领域的AI普及,壮大韩国开发者社区,推动‘韩国智能’愿景落地。模型可在https://huggingface.co/K-intelligence 获取。技术咨询请发邮件至[email protected]

原文摘要 · Abstract (English)

We introduce Mi:dm 2.0, a bilingual large language model (LLM) specifically engineered to advance Korea-centric AI. This model goes beyond Korean text processing by integrating the values, reasoning patterns, and commonsense knowledge inherent to Korean society, enabling nuanced understanding of cultural contexts, emotional subtleties, and real-world scenarios to generate reliable and culturally appropriate responses. To address limitations of existing LLMs, often caused by insufficient or low-quality Korean data and lack of cultural alignment, Mi:dm 2.0 emphasizes robust data quality through a comprehensive pipeline that includes proprietary data cleansing, high-quality synthetic data generation, strategic data mixing with curriculum learning, and a custom Korean-optimized tokenizer to improve efficiency and coverage. To realize this vision, we offer two complementary configurations: Mi:dm 2.0 Base (11.5B parameters), built with a depth-up scaling strategy for general-purpose use, and Mi:dm 2.0 Mini (2.3B parameters), optimized for resource-constrained environments and specialized tasks. Mi:dm 2.0 achieves state-of-the-art performance on Korean-specific benchmarks, with top-tier zero-shot results on KMMLU and strong internal evaluation results across language, humanities, and social science tasks. The Mi:dm 2.0 lineup is released under the MIT license to support extensive research and commercial use. By offering accessible and high-performance Korea-centric LLMs, KT aims to accelerate AI adoption across Korean industries, public services, and education, strengthen the Korean AI developer community, and lay the groundwork for the broader vision of K-intelligence. Our models are available at https://huggingface.co/K-intelligence. For technical inquiries, please contact [email protected].

双语模型韩国AI大模型开源

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