Enping-Hu/minimind-deep-dive
从 MiniMind 源码读起,再延伸到现代大模型技术体系的中文学习笔记。主线逐行精读预训练 / SFT / DPO / PPO / GRPO 与训练机制;附录 17 篇进阶卷覆盖量化、投机解码、RLHF 全景、模型代际史等 MiniMind 没涉及、但进阶绕不开的主题。
From-scratch PyTorch replications of classic and SOTA AI/ML papers: transformers, attention, GANs, diffusion, CLIP, LoRA, MoE, plus SFT/GRPO post-training experiments.
$ git clone https://github.com/YuvrajSingh-mist/Paper-Replications-and-Experiments.git从 MiniMind 源码读起,再延伸到现代大模型技术体系的中文学习笔记。主线逐行精读预训练 / SFT / DPO / PPO / GRPO 与训练机制;附录 17 篇进阶卷覆盖量化、投机解码、RLHF 全景、模型代际史等 MiniMind 没涉及、但进阶绕不开的主题。
▲ +45 ★ this week
✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
▲ +6 ★ this week
Build a modern LLM from scratch. Every line commented. Explained like we are five.
A Repo to store the Google Colaboratory Notebooks that I have created and shared
▲ +435 ★ this week
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
▲ +17 ★ this week
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
Data from GitHub · snapshot Nov 13, 2026