# FRS2003/hands-on-llm

<https://repo.masters-masters.com/en/repos/FRS2003/hands-on-llm>

[Home](https://repo.masters-masters.com/en) › [FRS2003](https://repo.masters-masters.com/en/owners/FRS2003) › [hands-on-llm](https://repo.masters-masters.com/en/repos/FRS2003/hands-on-llm)

FRS2003/hands-on-llm has 121 stars on GitHub. Its RepoMasters card: Prototype tier. 动手学大模型全栈：CS336 中文精讲 · PyTorch 手搓 Transformer · 单卡复现… Language: Python.

| Field | Value |
| --- | --- |
| Owner | [FRS2003](https://repo.masters-masters.com/en/owners/FRS2003) |
| Stars | 121 |
| Forks | 12 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | MIT |
| Created | 2026 |
| Topics | cs336, deep-learning, dpo, from-scratch, grpo, hands-on, large-language-models, llama-factory, llm, llm-agent |
| Tier | [Prototype (100 to 249 ★)](https://repo.masters-masters.com/en/ranks/rush) |
| View on GitHub | [FRS2003/hands-on-llm](https://github.com/FRS2003/hands-on-llm) |

## Repository

动手学大模型全栈：CS336 中文精讲 · PyTorch 手搓 Transformer · 单卡复现 Pretrain/SFT/LoRA/DPO/GRPO/RLVR · PEFT/Agent/RAG 落地（含真实实验、曲线与复现脚本）

The tier for repos with 100 to 249 ★. Published odds per card pulled: 70%. Rarity: Common.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.