本课程系统讲解大模型开发的核心技术与工程实践,通过42课时专业训练,帮助开发者掌握企业级AI项目的全流程实施能力。

Core modules of the course

  1. ​模型微调实战​
    • LLaMA-Factory环境配置
    • SFT数据构建与Lora微调
    • 模型量化与生产部署
  2. ​RAG技术精讲​
    • 检索系统架构设计
    • Embedding模型训练
    • 向量数据库优化
  3. ​智能体开发​
    • ReAct/REWOO框架应用
    • 多Agent协作系统
    • 任务自动化编排

Course Features

• 行业适配案例解析
• 开源工具链实战
• 部署脚本与模板

learning experience
✓ 掌握大模型工程化能力
✓ 解决实际业务问题
✓ 提升项目落地效率

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