Constraint Decoding Guarantees Structured LLM Output without Post‑Processing
Constraint decoding lets LLMs generate outputs that provably obey a schema—like JSON—by masking disallowed tokens with a finite‑state machine. The technique adds virtually no latency and eliminates post‑hoc parsing errors, making structured generation reliable for downstream pipelines.