Git Product home page Git Product logo

llm_interview_note's Introduction

LLMs 相关知识及面试题

简介

本仓库为大模型面试相关概念,由本人参考网络资源整理,欢迎阅读,如果对你有用,麻烦点一下 🌟 star,谢谢!

为了在低资源情况下,学习大模型,进行动手实践,创建 tiny-llm-zh仓库,旨在构建一个小参数量的中文大语言模型,该项目已部署,可以在如下网站上体验:ModeScope Tiny LLM

在线阅读

在线阅读链接:LLMs Interview Note

注意:

相关答案为自己撰写,若有不合理地方,请指出修正,谢谢!

欢迎关注微信公众号,会不定期更新LLM内容,以及一些面试经验:

weixin

目录

更新记录

  • 2024.05.05 :清华大学LLM课程
  • 2024.05.04 : 使用 docsify 构建在线版本
  • 2024.05.01 : 解码参数,策略
  • 2024.04.15 : BERT细节
  • 2024.03.19 : 推理参数
  • 2024.03.17 : 强化学习部分,PG,PPO,RLHF,DPO
  • 2024.03.13 : 强化学习题目
  • 2024.03.10 : LLMs相关课程
  • 2024.03.08 : RAG技术
  • 2024.03.05 :大模型评估,幻觉
  • 2024.01.26 :语言模型简介
  • 2023.12.15 : llama,chatglm 架构
  • 2023.12.02 :LLM推理优化技术
  • 2023.12.01 :调整目录
  • 2023.11.30 :18.Layer-Normalization,21.Attention升级
  • 2023.11.29 : 19.激活函数,22.幻觉,23.思维链
  • 2023.11.28 : 17.位置编码
  • 2023.11.27 : 15.token及模型参数, 16.tokenize分词
  • 2023.11.25 : 13.分布式训练
  • 2023.11.23 : 6.推理, 7.预训练, 8.评测,9.强化学习, 11.训练数据集,12.显存问题,14.agent
  • 2023.11.22 : 5.高效微调
  • 2023.11.10 : 4.LangChain
  • 2023.11.08 : 建立仓库;1.基础,2.进阶,3.微调

llm_interview_note's People

Contributors

wdndev avatar aboutmydreams avatar lerogo avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.