Turning LLMs into Tunable Soft Classifiers via Logprobs

Building on the classification chapter of "Hands-On Large Language Models," the author shows how LLM logprobs can serve as soft classifiers with tunable thresholds, an idea first proposed a year and a half ago and now validated.

2026-09-19 ~ 2026-09-19 · 2 related posts

• LLM logprobs as soft classifiers: a year-old idea finally validated — JnBrymn · 2026-09-19
• Turn LLMs into Tunable Soft Classifiers with Logprobs — JnBrymn · 2026-09-19