LLM Knowledge Base

Purpose

The world of large language models (LLMs) is changing rapidly. Here is some help keeping track.

The LLM Knowledge Base is a personal collection of helpful information and sources about LLMs created by tim-puhlfuerss. This collection can help you explore the domain of LLMs and related research and toolkits.

While it may resemble one of those 'Awesome' lists, the LLM Knowledge Base is currently a personal compilation of notes and news. It does not claim to be exhaustive but aims to provide you with a wealth of insights.

Chapters

1. 🪴 Basics
2. 🌍 Foundation Models
3. 👷 Prompt Engineering
4. 👥 Multi-Agent LLMs
5. 📊 LLM Benchmarks
6. 🛠️ LLM Frameworks, Platforms, and Tools
7. 🔁 Embedding Models
8. 🤝 Responsible AI
9. ☝️ eXplainable AI
10. 💐 Miscellaneous
11. ⏭️ Related Knowledge Bases