1rgs/jsonformer

A Bulletproof Way to Generate Structured JSON from Language Models

Jupyter NotebookPython
This is stars and forks stats for /1rgs/jsonformer repository. As of 10 May, 2024 this repository has 3049 stars and 101 forks.

Jsonformer: A Bulletproof Way to Generate Structured JSON from Language Models. Problem: Getting models to output structured JSON is hard Solution: Only generate the content tokens and fill in the fixed tokens Generating structured JSON from language models is a challenging task. The generated JSON must be syntactically correct, and it must conform to a schema that specifies the structure of the JSON. Current approaches to this problem are brittle and error-prone. They rely on prompt engineering,...
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