XAgent

XAgent makes advanced AI technology accessible, empowering users to create and evaluate powerful chatbots with ease.

XAgent is dedicated to bringing the benefits of large model technologies and system infrastructures to everyone. One of their standout products is the XAgent autonomous LLM agent. This innovative tool is built to handle complex tasks all on its own, tackling intricate problems with remarkable efficiency thanks to its cutting-edge techniques and technologies.

In addition to this autonomous agent, XAgent has rolled out several other useful tools. For instance, there’s Vicuna, a chatbot that impressively competes with GPT-4 in generating high-quality conversation. Vicuna comes in various sizes—7B, 13B, and 33B—allowing users to choose what best fits their needs.

If you're looking to evaluate large language models, Chatbot Arena is a fantastic resource. It provides a fun, gamified way to assess these models through crowdsourcing and Elorating systems, ensuring a thorough understanding of their capabilities.

Another valuable tool is FastChat, which serves as an open platform for training, serving, and testing chatbots based on LLM models. This platform simplifies the entire process of developing and deploying chatbot systems, making it accessible for users at all levels.

XAgent also supplies specific datasets and benchmarks to help evaluate chatbot performance effectively. For instance, the xagent-Chat-1M dataset is a large-scale collection of real-world LLM conversations that can be used for training and analysis. Then there's MT-Bench, which presents a series of challenging, multi-turn, and open-ended questions to rigorously test chatbot capabilities.

Lastly, for those who need extended context, LongChat is a great option. This chatbot supports longer context lengths—up to 16,000 characters—available in both 7B and 13B sizes.

All in all, XAgent and its array of tools significantly advance and democratize large model technologies, making it easier for everyone to develop and assess powerful chatbot systems.