外观酷似一只巨大的方盒，坐落在工业园区云集的山东济南经十东路；内部的数据车间、模型车间、集 成车间等依序分布……近日，记者探访国内首个人工智能模型工厂——浪潮人工智能模型工厂，这里通 过九大单元、75道工序、180套工具的加工训练，将数据加工成模型。 在业内人士看来，人工智能产品生产实现工厂化，是人工智能大潮的汇聚成势。今年8月，国务院发布 《关于深入实施"人工智能+"行动的意见》，提出加快实施"人工智能+"科学技术、产业发展、消费提 质、民生福祉、治理能力、全球合作等六大重点行动，标志着人工智能技术赋能千行百业步入全面加速 阶段，迎来前所未有的发展爆发期。 如何顺势而为，细看这座工厂，就能初见端倪。"硬件、软件、云计算服务，三轮驱动，三者兼备。"浪 潮集团执行总裁、总工程师肖雪把浪潮人工智能模型工厂拔得头筹的主要原因归结于"系统性优势"。 在肖雪看来，工厂实现的是"集约"，不仅要算力、算法集约，还要人力、安全集约。如此才能将工厂打 造为发展人工智能产业的基础设施。 视线转移到工厂之外，就能感受"未来已来"。 走进工厂，记者看到，上千台服务器24小时运转不停，为模型生产提供算力支持；调优工具、标引工具 等几十 ...

Core Insights - The article discusses the transformation of AI model development from a "workshop" approach to a "modern industrial" model, emphasizing the need for standardization and efficiency in AI applications [1][2]. Group 1: AI Development Challenges - The current AI model training process is likened to a "workshop" model, characterized by a lack of standardized procedures and automated tools, leading to long development cycles and high resource consumption [1]. - The absence of standardization results in inconsistent model quality and slow production speeds, which hampers rapid iteration and cross-scenario replication of AI applications [1]. Group 2: AI Model Factory Implementation - The launch of the Inspur AI Model Factory aims to transition from the "workshop" model to a "modern industrial" model, focusing on standardized processes and professional tools for large-scale model production [2]. - The factory has established nine operational units, including data workshops, model workshops, and evaluation centers, to streamline the AI model production process [3]. Group 3: Efficiency and Cost Reduction - The factory has implemented 75 processes and 180 tools, significantly reducing the model development cycle from "90 person-days" to approximately "20 person-days," while also cutting the cost of intelligent agents by around 50% [6]. - The core positioning of the factory is to serve as the foundational infrastructure for the implementation of government AI models, rather than merely acting as a model supplier [6]. Group 4: Future Prospects - The factory has already supported government services in 220 cities and plans to establish an intelligent agent factory and training ground by the end of 2025, further enhancing the AI industry chain for government applications [6]. - The standardized and intensive factory model is expected to make government AI models more accessible and adaptable for various scenarios, including regional governance and public services [6].

Core Insights - The establishment of the first artificial intelligence model factory in China by Inspur represents a significant advancement in the industrialization of AI product production, showcasing improved efficiency, reduced costs, and shortened delivery times [1][2] Group 1: Factory Operations - The factory operates with over a thousand servers running 24/7, providing the necessary computational power for model production [1] - The production process involves nine units, 75 procedures, and 180 sets of tools, ensuring stable quality and efficiency [1] - A dedicated R&D team of nearly 100 people is responsible for real-time adjustments and optimizations during production [1] Group 2: Systematic Advantages - The success of the factory is attributed to a "systematic advantage" that combines hardware, software, and cloud computing services [2] - Historical technological advancements in the IT industry have shown that revolutionary progress comes from the collaborative evolution of multiple fields rather than isolated breakthroughs [2] - The factory aims for "intensification" in computational power, algorithms, manpower, and safety to serve as a foundational infrastructure for the AI industry [2] Group 3: Industry Applications - The factory's infrastructure allows for deep integration of technology across various industries, enhancing its ability to lead in transformative leaps [3] - Inspur has provided AI models to companies like Shandong Classic Printing, resulting in a nearly 20% increase in production efficiency and a 10% reduction in material waste [4] - The development of AI products for direct consumer use, including digital representations of individuals, highlights the factory's capability to meet emotional and practical needs through technology [4] Group 4: Future Developments - The AI model factory is part of a broader initiative within Inspur's computing service industrial park, which includes the growth of AI training facilities to enhance product offerings [4]