构建、扩展和定制基础模型：FoxBrain迈向工业前沿人工智能的征程 _ 主讲人：李永辉博士和陈文坚博士 - 富士康.pdf

1、 2025 Hon Hai Precision Industry Co.,Ltd.All rights reserved.Building,Extending,&Customizing LLM:Foxconns Journey to Industrial Foundation ModelFoxconn(AI Research Center,Hon Hai Research Institute)Speakers:Dr.Yung-Hui Li;Dr.Tran Van Nhiem.1/2025 Hon Hai Precision Industry Co.,Ltd.All rights reserve

2、d.1.Foxconns Strategies for GenAI2.Recent Development Open-Source Foundation Model3.Building High-Quality Data Engines at Scale&with Cost Efficiency4.Scalable&Efficient FM Training:Pre-Training&Post-Training 5.Evaluating FMs&the Iterative Improvement CycleAgenda2/2025 Hon Hai Precision Industry Co.,

3、Ltd.All rights reserved.Foxconns Strategies for GenAI3/2025 Hon Hai Precision Industry Co.,Ltd.All rights reserved.Powering the Future of Generative AI:From Silicon to ApplicationComponentsInfrastructureHW Framework*SW FrameworkFoundationModelsFunctionsApplicationSpeechImageTextChatbot/Q&ATranslatio

4、nSummari-zationReasoningCompanion RobotsAI WriterInformation RetrievalAI AgentMultimodalMostly Open-Source SoftwareHardware-Bound Frameworks RAGVQAAI ProgrammerMCUGPUFPGANPUASICCPUChipsDRAMHBMMemoryVRAMA100CardsH100B200HGXDGX H100Cloud ServersDGX NVL72NVLinkRouterSwitching/ConnectionInternetSmart EV

5、AI PCUser DeviceAI Phone 4/2025 Hon Hai Precision Industry Co.,Ltd.All rights reserved.5/Foxconns GenAI Strategy:Becoming a Platform BuilderPlatform Service CompanySmart ManufacturingSmart ManufacturingSmart EVSmart EVSmartCitySmartCityManufacturing Service CompanyModulesModulesAssemblyAssemblyKey C

6、omponentsKey ComponentsICs and SoftwareICs and Software5/2025 Hon Hai Precision Industry Co.,Ltd.All rights reserved.FoxBrain:Foundation Model for 3 PlatformsFoxconns Foundation ModelGPU-Accelerated InfrastructurePowered by Foxconns 100 MW Data Center(NVIDIA H100/NVIDIA GB200 NVL 72/NVIDIA GB300 NVL