Jet-setting with Llama 2 + Grammars

📰 Replicate Blog

Use Llama 2 with grammars to extract information from unstructured text, such as flight details from an email

intermediate Published 9 Oct 2023

Action Steps

Define a JSON schema to specify the structure of the output
Use Llama 2 with a grammar decoder to constrain output to valid JSON documents matching the schema
Test and refine the model to improve accuracy
Integrate the model into an application to automate information extraction tasks

Who Needs to Know This

Data scientists and NLP engineers can benefit from using Llama 2 with grammars to improve the accuracy of information extraction tasks, while software engineers can integrate this technology into their applications

Key Insight

💡 Llama 2 with grammars can be used to extract information from unstructured text with high accuracy