awesome-llm-articles

😎 Awesome lists about all kinds of LLM related articles

LLM (Large Language Model)

• The Busy Person's Introduction to Large Language Models: This article is a brief introduction to Large Language Models (LLMs).
• The Illustrated Transformer: This article use illustration to introduction the Transformer.
• 从神经网络到 Hugging Face/Chinese: 全面介绍了神经网络的发展历程，及神经网络(Deep Learning)和大语言模型(Large Language Model)的概念，非常make sense的一篇文章
• Mixture-of-Experts (MoE): The Birth and Rise of Conditional Computation: This article is a brief introduction to Mixture-of-Experts (MoE), good to understand the concept of MoE.
• Mixture of Experts Explained: Take a look at the building blocks of MoEs, how they’re trained, and the tradeoffs to consider when serving them for inference.

Code Assistant

• Copilot Internals: Exploring the internals of GitHub Copilot.
• Personal Copilot: Train Your Own Coding Assistant

LLM Optimization

• A possibly new algorithm for LLM Inference

Application

• In-Depth Product Analysis of Devin, the Hottest AI Developer