大模型应用服务平台建设研究
Research on construction of large model application and service platform
刘威辰 1杨华锋 1江民民 1刘敬谦1
作者信息
- 1. 中国电信集团有限公司,北京 100033
- 折叠
摘要
人工智能正成为推动新型工业化的核心动力,引领社会进入智能经济时代.大模型技术通过预训练和微调在多任务中展现强大能力,然而其应用面临算力、数据、算法以及安全等方面的挑战.大模型应用服务平台(MaaS平台)通过标准化服务,提高企业利用大模型技术的灵活性和效率.提供了星辰MaaS平台构建的关键技术路径,为企业智能化发展提供参考.
Abstract
Artificial intelligence is becoming the core driver of new industrialization,leading society into the era of intelligent economy.The large model technology demonstrates powerful capabilities in multiple tasks through pre-training and fine-tuning.However,its application faces challenges in terms of computational power,data,algorithms,and security.The large model application and development platform(MaaS)enhances the flexibility and efficiency of enterprises in utilizing large model technology through standardized services.This paper provides the key technical pathways for constructing the Xingchen MaaS platform,offering a reference for enterprises in their intelligent development.
关键词
人工智能/大模型/模型即服务/星辰MaaS平台Key words
artificial intelligence/large model/Model as a Service/Xingchen MaaS platform引用本文复制引用
出版年
2024
国家科技期刊平台
NSTL
万方数据