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从基础到成果:微调大型语言模型以实现业务成功 [LRN1223].pdf

上传人: Fl****zo 编号:970968 2025-11-08 34页 1.79MB

1、LRN1223:From Foundation to Outcome:Fine Tune Large Language Models for Business SuccessOctober 15,2025The following is intended to outline our general product direction.It is intended for information purposes only,and may not be incorporated into any contract.It is not a commitment to deliver any ma

2、terial,code,or functionality,and should not be relied upon in making purchasing decisions.The development,release,timing,and pricing of any features or functionality described for Oracles products may change and remains at the sole discretion of Oracle Corporation.Safe harbor statement2Copyright 202

3、5,Oracle and/or its affiliates|Confidential:Internal/Restricted/Highly RestrictedForward-Looking statementsThis presentation is intended to outline our general product direction.It is intended for information purposes only,and may not be incorporated into any contract.It is not a commitment to deliv

4、er any material,code,or functionality,and should not be relied upon in making purchasing decisions.The development,release,timing,and pricing of any features or functionality described for Oracles products may change and remains at the sole discretion of Oracle Corporation.Statements in this present

5、ation relating to Oracles future plans,expectations,beliefs,intentions,and prospects are“forward-looking statements”and are subject to material risks and uncertainties.A detailed discussion of these factors and other risks that affect our business is contained in Oracles Securities and Exchange Comm

6、ission(SEC)filings,including our most recent reports on Form 10-K and Form 10-Q under the heading“Risk Factors.”These filings are available on the SECs website or on Oracles website at https:/ information in this presentation is current as of October 2025 and Oracle undertakes no duty to update any

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根据报告的内容,全文主要内容概括如下: - **主题**:Fine-Tune Large Language Models for Business Success - **日期**:October 15, 2025 - **核心数据**: - Oracle Autonomous Database:提供最佳数据体验,包括高性能、自动化、AI和数据工具。 - OCI AI Agent Platform:支持自然语言处理和生成式AI。 - OCI Generative AI Service:提供预训练模型微调和自定义模型训练。 - **关键点**: - Fine-tuning的重要性:提高准确性、满足特定需求、符合法规。 - Fine-tuning与替代方案:Prompt Engineering、RAG、LoRA、Full Fine-Tuning。 - Oracle数据平台支持数据策略,包括数据仓库、数据湖、分析查询等。 - OCI AI基础设施支持大规模AI训练、推理和微调。 - NeoLang:针对特定领域(如金融、电信和零售)的垂直LLM。 - NeoCredit:为金融操作提供AI模型,识别合适的客户进行个性化信贷。 - NeoCustomer:利用客户数据进行精准行动,提升客户满意度和参与度。
"精准AI,企业成功密钥?" "Oracle AI,数据驱动未来?" "LLM微调,企业转型新动力?"
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