利用企业数据构建特定于领域的大型语言模型.pdf

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1、2024 Accenture All rights reservedCrafting Domain Crafting Domain Specific Large Specific Large Language Models Language Models with Enterprise with Enterprise DataDataWei WeiWei WeiJun 13,2024Jun 13,202412024 Accenture All rights reserved2Applied Research TeamAccenture Foundation ModelsModel Spotli

2、ght:ESG LLMQ&A01020304Todays Session2024 Accenture All rights reserved3Applied Research TeamAccenture Foundation ModelsModel Spotlight:ESG LLMQ&A01020304Todays Session2024 Accenture All rights reserved4Applied Research TeamOur MissionInnovateAdvance state-of-the-art AI research and innovation in eng

3、ineering to accelerate Accentures business growthEngageConnect Accenture with the broader AI research community to drive strategic agendas that generate long-term value&meaningful impact.DisruptProvide forward-thinking perspectives on how AI will disrupt business,for clients&professional services.20

4、24 Accenture All rights reservedWho we areCore Applied Research TeamSu Min ParkAdvanced AI Associate ManagerJialiang WuAdvanced AI Research ManagerAnkit ShahFull Stack LLM Dev Assoc DirWei WeiFoundation ModelGlobal LeadConnie MiaoML InfrastructureGlobal LeadYujia BaoAdvanced AI Senior ManagerAnkit M

5、ehtaProduct Lead,Managing DirectorGyuhak KimLLM Architecture Senior ManagerDengpan YinLLM Architecture Senior ManagerMuthu ChandrasekaranAdvanced AI Senior Manager5Industry ExperienceAcademic Experience2024 Accenture All rights reserved6Applied Research TeamAccenture Foundation ModelsModel Spotlight

6、:ESG LLMQ&A01020304Todays Session2024 Accenture All rights reserved7Shifting from prompting to tuning modelsAs organizations look to scale transformation with generative AI,there is a shift from general knowledge models to domain-specific models that address real business challenges.General Knowledg