Constrained Decoding Explained: How LLMs Generate Perfect Structured Output
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Constrained Decoding Explained: How LLMs Generate Perfect Structured Output
Why do large language models sometimes fail to return valid JSON, XML, or schema-based output? In this video, we break down constrained decoding, the technique that moves LLMs from unreliable prompt-based formatting to guaranteed structured generation. Instead of simply asking a model to “respond in JSON,” constrained decoding restricts the ...
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