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Lmsys
Overview :
LMSYS Org is an organization dedicated to democratizing the technology of large models and their underlying systems infrastructure. They developed the Vicuna chatbot, which rivals GPT-4 in scale (7B/13B/33B) and achieves 90% of ChatGPT's quality. They also offer Chatbot Arena, a platform for large-scale, gamified evaluation of LLMs using crowdsourcing and Elo rating systems. SGLang provides an efficient interface and runtime environment for complex LLM programs. LMSYS-Chat-1M is a large-scale real-world LLM dialogue dataset. FastChat is an open platform for training, serving, and evaluating LLM-based chatbots. MT-Bench is a suite of challenging, multi-turn, open-ended questions designed to evaluate chatbots.
Target Users :
Develops large models and systems, providing high-quality chatbots, conducting large-scale evaluations, and offering practical datasets.
Use Cases
Developed a high-quality chatbot application using Vicuna
Conducted LLM evaluation competitions on Chatbot Arena
Trained and served chatbots using FastChat
Features
Developing large models and systems
Providing high-quality chatbots
Conducting large-scale evaluations
Offering practical datasets
Developing efficient interfaces and runtimes
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