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on Sept 15, 2023
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Optimizing LLMs from a Dataset Perspective
Other than fine-tuning and RAG, Guidance allows you to constrain the output of an LLM within a grammar, for example to guarantee JSON output 100% of the time.
Here's one library to do this
https://github.com/guidance-ai/guidance
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Here's one library to do this https://github.com/guidance-ai/guidance