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  1. LLM LLM Public

    关于大模型的基础相关知识,包含基础介绍、数据准备、模型架构、模型预训练、指令微调、人类对其、解码与部署、提示学习、规划与智能体、评测、应用介绍

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    增强检索生成,包含版面分析、构建向量知识库、LLM微调、文档检索、Reranker、RAG评测、RAG+KG等

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  4. NLP NLP Public

  5. PromptOptimize PromptOptimize Public

    在一个由电源、电线、电阻、开关、灯泡组成的电力系统中,电源稳定不变,调节电阻可以调节灯泡亮度。AI时代,大模型是电源,那么提示词就是电阻,调整提示词获得不同效果。

  6. Recommender_System Recommender_System Public

    Forked from solidglue/Recommender_System

    推荐系统入门指南,全面介绍了工业级推荐系统的理论知识(王树森推荐系统公开课-基于小红书的场景讲解工业界真实的推荐系统),如何基于TensorFlow2训练模型,如何实现高性能、高并发、高可用的Golang推理微服务。Comprehensively introduced the theory of industrial recommender system, how to trainning …

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