Constrained Decoding for LLMs: Grammar-Guided Generation with XGrammar, Outlines and llguidance Posted by By MPRAUTO MPRAUTO October 10, 2026Posted inAINo Comments Constrained decoding for LLMs explained: token masking, finite-state machines, pushdown grammars, XGrammar, Outlines and llguidance, with overhead.