Chatbot Arena is a crowdsourcing LLM benchmarking platform that allows users to compare and contrast two anonymous machine-learning models against each other in real-time.
They’ve developed a new technology called Chatbot Arena to help them more easily measure the performance of their own research-specimen models.
It works really well and gets people into the habit of comparing and contrasting different machine learning models by chatting with them on-the-go.
Using chatbots as judges, they can quickly see whether a model is performing well versus another on a common task based on pairwise comparison The authors suggest that this system will be ideal for both real-world and research-standard tasks since it allows people to compare very different kinds of machines against one another in real time.
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