- LibreChat: Self hosted platform to interact with LLM APIs. Great if you have OpenAI API credit and don't want to be paying for ChatGPT Plus.
- LMSYS Chatbot Arena Chat: Arena behind the LMSYS Leaderboard. Can be used to prompt different state of the art LLMs for free.
- OpenAI: Top dog
- Groq: LPU creators. "Groq guarantees to beat any published price per million tokens by published providers of the equivalent listed models."
Building products with LLMs
- Patterns for Building LLM-based Systems & Products: "This write-up is about practical patterns for integrating large language models (LLMs) into systems & products."
Testing
ELI5
- nanoGPT: Andrej Karpathy awesome GPT implementation (rewrite of minGPT)
- The Illustrated Transformer
- What Is ChatGPT Doing... and Why Does It Work? (Stephen Wolfram)
- Illustrated Guide to Transformers- Step by Step Explanation: Clear explanation on the masking in self-attention.
- Code LoRA from Scratch
Papers
- Attention Is All You Need (2017): The birth of transformers.
- BERT (2018)
- GPT-1 (2018)
- LLama (2023)
- Llama 2 (2023)