拓展人工智能宽度广度 文心一言用户规模已达7000万光明网2023-11-10 15:04光明网2023-11-10 15:04

文心一言7mos agoupdate lida
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11月8日至10日,以“建设包容、普惠、有韧性的数字世界——携手构建网络空间命运共同体”为主题的2023年世界互联网大会乌镇峰会举办。
前沿数字技术创新与安全论坛和人工智能赋能产业发展论坛上,百度首席技术官、深度学习技术及应用国家工程研究中心主任王海峰表示,文心一言用户规模现已达到7000万、场景4300个。
现场,王海峰介绍,人工智能是新一轮科技革命和产业变革的重要驱动力量,深度学习作为人工智能的核心技术,具有很强的通用性,并具备标准化、自动化和模块化的工业大生产特征,而大模型的兴起,使得人工智能应用的深度和广度进一步拓展。
据悉,新一代知识增强大语言模型文心一言于3月16日发布,目前基础模型已迭代到文心大模型4.0。同时,知识增强大语言模型从数万亿数据和数千亿知识中融合学习,得到预训练大模型,在此基础上采用有监督精调、人类反馈强化学习、提示等技术,具备知识增强、检索增强和对话增强的技术优势。
此外,文心大模型4.0在输入和输出阶段都进行知识点增强。在逻辑增强方面,通过大规模逻辑数据构建、逻辑知识建模、多粒度语义知识组合以及符号神经网络,提升逻辑能力。而在插件方面,通过数据驱动、提示构建,以及插件增强进行场景适配,协同优化。
据了解,百度进一步研制了智能体机制,包括理解、规划、反思和进化,能够做到可靠执行、自我进化,并一定程度上将思考过程白盒化,让机器像人一样思考和行动,自主完成复杂任务,在环境中持续学习实现自主进化。
此外,自8月31日面向全社会开放,飞桨平台和文心生态至今已凝聚800万开发者,服务22万家企事业单位,创建了80万个模型。
面对大模型产业化的挑战,王海峰表示,类似芯片代工厂模式可以采用“集约化生产,平台化应用”模式,即具有算法、算力和数据综合优势的企业将模型生产的复杂过程封装起来,通过低门槛、高效率的生产平台,为千行百业提供大模型服务。
目前,这一产业化路径已在文心大模型产业实践中得到验证,百度与合作伙伴共建了包括能源、金融、航天、制造、传媒、城市、社科、影视等10余个行业大模型,正加速大模型产业化落地。(白笃)
来源:人民网
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