Structured Outputs at Scale: Three Approaches, One Clear Winner

1. 1Apply constrained decoding to your model for structured outputs
2. 2Compare the performance of constrained decoding and prompt engineering
3. 3Configure your model to prioritize reliability and speed
4. 4Test the efficiency of constrained decoding at scale
5. 5Evaluate the results and refine your approach as needed

AI engineers and researchers can benefit from this approach to improve the efficiency and accuracy of their models, while product managers can use this knowledge to inform their product strategy

💡 Constrained decoding is a more reliable and faster approach than prompt engineering for generating structured outputs

Constrained decoding beats prompt engineering for structured outputs in reliability and speed!