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Friday, 12 January 2024

Building agricultural database for farmers

OpenAI 2 years ago 3

Digital Green deployed OpenAI's language models to create an agricultural database that helps smallholder farmers access crop information and best practices. The system processes data on yield improvement techniques and connects farmers to regional advisors, with pilot programs in India showing participating farmers increased income by 15-20 percent. This allows farmers to make decisions based on localized agricultural guidance rather than relying solely on traditional extension services.

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AI Assistants

A guide to setting up your own Hugging Face leaderboard: an end-to-end example with Vectara's hallucination leaderboard

Hugging Face 2 years ago 34

Vectara released a new leaderboard using Hugging Face's open-source template to track how frequently large language models generate hallucinations in document summaries. The leaderboard evaluates models including GPT-4, Gemini, Llama 2, and Mistral 7B using Vectara's Hughes Hallucination Evaluation Model (HHEM), which was named in honor of a deceased colleague. The template-based approach enables community members to submit new models for evaluation and allows the leaderboard to update dynamically as results arrive.

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AI Benchmarking Hugging Face

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