Supercharging LLM Classifications with Logprobs

Turn your LLM into a precision instrument for classification – no fine-tuning required. This post shows how to go beyond simple "yes/no" answers and unlock soft classification using logprobs. You'll learn how to extract class probabilities in a single call, tune your classifier for optimal performance, and make your LLM behave more like a proper ML model. Perfect for anyone building smarter, more flexible AI applications. Companion blog post: https://arcturus-labs.com/blog/2025/03/31/supercharging-llm-classifications-with-logprobs/