Generating Structured Data with HuggingFace Inference Endpoints
Structured Data with HuggingFace Inference Endpoints This tutorial will show you how to generate structured data using the HuggingFace API. The baseline benefit of structured data is that it’s easy to parse and use, so you can treat models like APIs. The other benefits even extend to more accurate results with most LMs when generating structured data and speeding up inference. There are other libraries that can provide structured data, such as langchain structured output and instructor. But for HuggingFace’s Inference Endpoints, the capability is built in. However, good documentation of the feature has been hard to find. Most places where it’s used and sometimes referenced as documentation, mix it in with more complicated tasks. So I decided to write out a step-by-step example that’s simple, yet useful. ...