Researchers have developed EVE, an open-source framework for creating specialized Large Language Models (LLMs) focused on Earth Intelligence. The core of EVE is EVE-Instruct, a 24 billion parameter model derived from Mistral Small 3.2, which excels at reasoning and answering questions related to Earth Observation and Earth Sciences. This new model demonstrates superior performance on custom benchmarks while retaining general capabilities, and the project also releases curated training data and evaluation benchmarks. EVE includes a production system with Retrieval-Augmented Generation (RAG) and hallucination detection, supporting over 350 pilot users. AI
IMPACT Provides a specialized LLM framework and open-source resources for Earth science applications, potentially accelerating research and development in the field.
RANK_REASON This is a research paper detailing the creation and release of a domain-specific LLM framework and model.
- Àlex R. Atrio
- Earth Intelligence
- Earth Observation
- Earth Sciences
- EVE
- EVE-Instruct
- Mistral Small 3.2
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