项目验收时语料库数据量不低于10万条 山东将在高端装备等领域开展语料库揭榜挂帅 记者从省工信厅了解到，围绕高端装备、烟草制品业、农副食品加工业、家具制造业、木材加工、 皮革毛皮羽毛及其制品和制鞋业、仪器仪表制造业、废弃资源综合利用业等行业，山东将开展语料库揭 榜挂帅项目申报，重点推进行业关键数据技术攻关、行业数据语料标准研制、高质量行业语料库打造、 语料应用场景落地等。 重点行业语料库揭榜挂帅项目，聚焦工业制造重点行业的基础理论研究、产品研发设计、生产管理 运行、过程质量检测等关键环节和特定场景的知识语料汇聚，基于结构化数据、非结构化数据和半结构 化数据，通过清洗、去噪和统一格式，用于支持自然语言处理、计算机视觉、机器学习、深度学习等任 务，满足行业大模型或场景大模型开发、训练和微调需求的高质量语料库。项目验收时行业相关语料库 数据量不低于10万条，具有较高的数据质量、领域覆盖程度、潜在价值和应用成效，项目验收时应通过 第三方测评；同时，山东鼓励各行业语料库项目加快语料资源优化整合，积极开放公共语料。（记者 付玉婷） ...

Core Insights - From January to September, the total profit of industrial enterprises above designated size in China reached 53,732.0 billion yuan, representing a year-on-year increase of 3.2% [1] Group 1: Profit by Ownership Type - State-controlled enterprises achieved a total profit of 17,021.8 billion yuan, a year-on-year decrease of 0.3% [1] - Joint-stock enterprises reported a total profit of 39,923.5 billion yuan, an increase of 2.8% year-on-year [1] - Foreign and Hong Kong, Macao, and Taiwan-invested enterprises realized a total profit of 13,509.7 billion yuan, growing by 4.9% [1] - Private enterprises recorded a total profit of 15,131.7 billion yuan, marking a year-on-year increase of 5.1% [1] Group 2: Profit by Industry - The mining industry reported a total profit of 6,369.2 billion yuan, a significant year-on-year decline of 29.3% [1] - The manufacturing sector achieved a total profit of 40,671.8 billion yuan, reflecting a year-on-year growth of 9.9% [1] - The electricity, heat, gas, and water production and supply industry realized a total profit of 6,691.0 billion yuan, with a year-on-year increase of 10.3% [1] Group 3: Major Industry Profit Changes - The electricity and heat production and supply industry saw a profit increase of 14.4% year-on-year [2] - The non-ferrous metal smelting and rolling processing industry grew by 14.0% [2] - The agricultural and sideline food processing industry experienced a profit increase of 12.5% [2] - The computer, communication, and other electronic equipment manufacturing industry grew by 12.0% [2] - The electrical machinery and equipment manufacturing industry increased by 11.3% [2] - The general equipment manufacturing industry saw an 8.4% profit increase [2] - The specialized equipment manufacturing industry grew by 6.8% [2] - The non-metallic mineral products industry reported a profit increase of 5.1% [2] - The automobile manufacturing industry experienced a profit growth of 3.4% [2] - The black metal smelting and rolling processing industry turned from loss to profit [2] - The petroleum, coal, and other fuel processing industry reduced its losses year-on-year [2] - The chemical raw materials and chemical products manufacturing industry declined by 4.4% [2] - The textile industry saw a decrease of 5.9% [2] - The oil and gas extraction industry experienced a decline of 13.3% [2] - The coal mining and washing industry reported a profit total of 2,246.4 billion yuan, down 51.1% year-on-year [2]