Main Purpose
The LMSYS Org website serves as a platform for the Large Model Systems Organization. It focuses on the development of large models and systems that are open, accessible, and scalable.
Key Features
- Large Models and Systems: LMSYS Org develops large models and systems that are open, accessible, and scalable.
- Chatbot Arena: A chatbot impressing GPT-4 with 90% ChatGPT quality, available in different sizes.
- FastChat: Scalable and gamified evaluation of LLMs (Large Language Models) via crowdsourcing and Elo rating systems.
- LMSYS-Chat-1M: An open platform for training, serving, and evaluating LLM-based chatbots.
- MT-Bench: A large-scale real-world LLM conversation dataset.
- LongChat: A set of challenging, multi-turn, and open-ended questions for evaluating chatbots.
Use Case
- AI Research: Researchers can utilize the LMSYS Org platform to develop and evaluate large language models and systems.
- Chatbot Development: Developers can leverage the LMSYS-Chat-1M platform to train, serve, and evaluate LLM-based chatbots.
- Evaluation and Benchmarking: The FastChat and LongChat features provide tools for evaluating and benchmarking chatbot performance.
