llm-action vs LLMs-from-scratch
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| llm-action | LLMs-from-scratch | |
|---|---|---|
| Tagline | 分享大模型技术原理与实战经验，涵盖工程化和应用落地 | Implement a ChatGPT-like LLM in PyTorch from scratch |
| Stars | 25k | 99k |
| Forks | 2.8k | 15k |
| Open issues | 18 | 4 |
| Language | HTML | Jupyter Notebook |
| License | Apache-2.0 | Other |
| Last pushed | Jul 1, 2026 | Jun 2, 2026 |
| Categories | Evaluation & Observability, Developer Tools, Model Training, LLM Frameworks, Inference & Serving | Model Training, LLM Frameworks |
llm-action
该项目针对各种大规模语言模型提供技术细节及实践指导，包括训练、推理优化以及其他相关领域的知识。内容涉及LLM的高效微调、分布式训练并行技术、推理框架以及性能测评等。
HTML
LLMs-from-scratch
Repository containing code and instructions for developing, pretraining, and finetuning a GPT-like large language model (LLM) using PyTorch.
Jupyter Notebook