Mixtral 8x7B scores equal to latest ChatGPT 3.5 on Chatbot Arena Leaderboard

Dec 16, 2023 ·

The Chatbot Arena Leaderboard showcases the best performing chatbots in the world, as determined by the competition between bots hosted on Hugging Face’s Spaces platform. The leaderboard is updated regularly to reflect the most recent winners of the competition.

Chatbot Arena is an online competition that pits the latest state-of-the-art chatbot models from around the world against each other. Competitors submit entries to the competition and engage in a friendly rivalry to see who can build the best conversational agent. Entries are judged based on their ability to hold meaningful conversations with humans, using natural language processing and machine learning techniques.

The current leaderboard shows the top five entries, based on the cumulative score they achieved in the competition. Each entry is evaluated on two sets of criteria: how well it can understand and respond to natural language inputs, and how interactive it is during conversations. The former is scored based on its ability to accurately answer questions posed by human evaluators; the latter is scored based on how well it keeps conversations going beyond the initial greeting.

The leaderboard is updated every month, revealing which models have climbed to the top spot and which have been left behind. It provides an invaluable resource for the chatbot development community to stay informed about the state of the art. It also serves as a great source of inspiration for aspiring chatbot developers, enabling them to learn from the successes and failures of others.

In addition to the leaderboard, Hugging Face’s Spaces platform provides tools and resources to help competitors build better conversational agents. This includes tutorials, examples, datasets, and code snippets. By leveraging these resources, competitors can refine their models and give themselves the best chance of success in the competition.

Overall, the Chatbot Arena Leaderboard is an important part of the chatbot development ecosystem, providing an up-to-date overview of the best chatbot models available today. It is a valuable asset for both developers and users alike, helping to spur innovation and keep conversations alive.