NuExtract: A LLM for Structured Extraction
huggingface.co
huggingface.co
* Out-of-the-box fine-tuned model for extraction makes for an easier start, so happy to see this out there
* ... But presumably one of the next steps in a project using it is doing further fine-tuning on their data after some use, but this is a closed model with closed data, so preserving the original fine tuning quality is unclear without that
Hence my comment that I don't see how to do further fine-tuning that doesn't just wipe out what this does. They did a free binary release of fine-tuned weights afaict, which is problematic for building a production data pipeline that you re-fine-tune over time.
In other words, you can pass it text then say extract the names, addresses and dates.