Exploring LLM Sampling Potential vs Structured Generation
From a Bayesian inference perspective, LLM sampling still holds untapped potential. Despite the industry's focus on structured generation over the past three years, better sampling strategies continue to significantly improve quality in constrained generation scenarios.
2026-07-25 ~ 2026-07-25 · 2 related posts
- Bayesian thinking left room in LLM sampling, but the field spent three years on structured generation — remilouf · 2026-07-25
- Better sampling still improves constrained generation, a short technical reminder — remilouf · 2026-07-25