TECH SUPPLIER Sep 2022 - Market Presentation - Doc # CHC48744322

IDC Market Glance:中国AI大模型市场概览,3Q22

By:

Leo Li
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Wency Yang
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Abstract

本报告提供了中国AI大模型市场中各类产品的细分市场和技术产品及解决方案供应商的主要代表,这些供应商在底层服务支撑、基础算法平台、行业应用赋能、大模型测评和开源社区方面提供服务,为中国企业了解大模型发展情况、选择合适的技术供应商提供有力支持。

IDC认为,大模型作为人工智能融合产业级实践的必然形式,目前底层支撑服务基本完善,多类型芯片持续迭代,围绕训练能力、核心算子库、上层软件平台深入布局优化;火山引擎、阿里达摩院相继开源适配大模型的专业训练框架平台,针对大模型算法结构和数据参数量,利用分布式策略大幅降低训练时间和成本;自然语言处理和多模态大模型成为业界主流趋势,应用场景从对话文本和图像分析等基础功能加速向医疗、城市管理、元宇宙等重点方向演进。面向大模型开发服务的标准评估逐渐规范,市场从模型能力和开发部署等维度评估模型泛化性、通用性和零样本/小样本任务效果。

IDC中国新兴科技研究组高级分析师李浩然表示:“大模型作为政府和企业推进人工智能产业发展的重要抓手,具有较高的识别决策准确率和较强的场景迁移性,可同时处理语言文本和视频图像的单模态和跨模态任务,并已在电商、医疗、金融、娱乐等行业初步应用。IDC预测未来大模型将带动新的产业和服务应用范式,垂直场景示范推广进入跑马圈地阶段,企业需加快建设人工智能统一底座,融合专家知识图谱,打造可面向跨行业服务的‘元能力引擎’。同时,企业仍应关注数据安全、可解释性与推理侧部署的问题,通过平台配套、隐私计算、API开放等手段探索商业化落地途径。”


Coverage

Subscriptions Covered

China Artificial Intelligence and Big Data Strategies (Chinese Version)


Companies Covered

Tsinghua University, Shenzhen Chaiyi Technology Co. Ltd. , Pengcheng Laboratory, Guangdong-Hong Kong-Macao Greater Bay Area Digital Economy Academy, NVIDIA Corporation, Biaobei (Beijing) Technology Co., Ltd., Beijing Kuaishou Technology Co., Ltd., OpenAI, L.L.C., Alibaba Group Holding Limited, Shanghai Artificial Intelligence Laboratory, Zhijiang Laboratory, JD Group Limited, Yidu Cloud (Beijing) Technology Co., Ltd., Advanced Micro Devices, Inc., Huawei Technologies Co., Ltd., Lanzhou Technology, Zhengzhou Dianwo Technology Co. Ltd., Chinese Academy of Sciences, Beijing First Class Technology Co. Ltd., Shenzhen Aosi Network Technology Co. Ltd., Microsoft Corporation, Beijing Hongmian Xiaoice Technology Co. Ltd. , Hangzhou Lianhui Numeral Technology Co. Ltd., Zhipu AI, Beijing Orient Guoxin Technology Co., Ltd., ARM Limited, Peking University, Datatang (Beijing) Technology Co., Ltd., Wuhan University, Tencent Holdings Limited, Beijing Anjiezhihe Technology Co., Ltd., Beijing Deep Search Technology Co. Ltd. , Northwestern Polytechnic University, Meta Platforms Inc., GitHub Inc., China Academy of Information and Communications Technology, Hugging Face Inc., Shenzhou Medical Technology Co. Ltd., Beijing Cloud Testing Information Technology Co. Ltd., Cambricon Technologies Corporation Limited, Beijing Haitian Ruisheng Technology Co., Ltd., DeepMind Technologies Limited, Shanghai Artificial Intelligence Innovation Center, Chengdu Tanma Technology Co. Ltd., Bytedance Ltd., Appen Ltd., Inspur Group Co., Ltd., Beijing Zhiyuan Artificial Intelligence Research Institute, T-Head Semiconductor Co. Ltd., Beijing Yishu Technology Co., Ltd., Hangzhou Jinglianwen Technology Co. Ltd., Shanghai Enflame Technology Co., Ltd., Shanghai Institute for Advanced Study of Zhejiang University, Meituan Inc., Intel Corporation, Xilinx, Inc., Beijing Yiming Technology Co. Ltd., Baidu, Inc., IBM, Xidian University, Hang Zhou MindFlow Technology Co. Ltd., Xi'an Ruisi Digital Technology Co., Ltd., OPPO Electronics Corp., Singularity Inc., Beijing Jiaotong University, SenseTime Group Limited, China Computer Federation


Regions Covered

China


Topics Covered

Cognitive/artificial intelligence


Content
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