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Reduce hallucinations with Bespoke-Minicheck

Blog post from Ollama

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Summary

Bespoke-Minicheck, a new model developed by Bespoke Labs and available on Ollama, is designed to enhance factual accuracy by fact-checking responses generated by other models to reduce hallucinations. It operates by comparing a "Claim" with a "Document" containing factual information, outputting "Yes" if the claim is supported and "No" if it is not. This model proves particularly useful in Retrieval Augmented Generation (RAG) applications, where it ensures that responses are grounded in the retrieved context by acting as a post-processing step to detect hallucinations. Users can start using Bespoke-Minicheck by running it through Ollama and providing both the source document and the claim, with examples available on GitHub for further guidance.