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2026年8月4日

开源项目推荐

项目
开源项目推荐

1.zero-to-hero:https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ基本上适合0基础来⼊⻔,从反向传播到⼀个完整的Decoder-only架构的llm
2.minimind:https://github.com/jingyaogong/minimind 从0实现了⼀个llm,更完整但是没有教程https://github.com/hans0809/MiniMind-in-Depth
3.Attention Is All You Need 论⽂⼀定要看熟练
4.ViT/CLIP https://space.bilibili.com/18235884/lists?sid=4184893&spm_id_from=333.788.0.0
5.llava bilibili.com/video/BV1nw4m1S7nZ/?spm_id_from=333.337.search-card.all.click


https://github.com/FoundationAgents/MetaGPT 多agent协作框架https://github.com/mannaandpoem/OpenManus Manus的开源实现
https://github.com/chatchat-space/Langchain-Chatchat RAG项⽬ ⼤且完整https://github.com/NirDiamant/RAG_Techniques 多种RAG的改进⽅式https://github.com/datawhalechina/hello-agents ⼊⻔Agent
https://github.com/0russwest0/Agent-R1 Agent强化学习
https://github.com/InternLM/CapRL CV+RL
https://github.com/shareAI-lab/learn-claude-code
https://github.com/HKUDS/RAG-Anything
https://github.com/shibing624/MedicalGPT
https://github.com/AkaliKong/MiniOneRec
https://github.com/StarsfieldAI/R1-V