Proposes AgriTune-R, a reproducible framework and expert-evaluation protocol for adapting general-purpose LLMs to agricultural QA, pest consultation, cultivation, and policy tasks.
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges
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Fine-Tuning General-Purpose Large Language Models for Agricultural Applications:A Reproducible Framework and Evaluation Protocol Based on Qwen3-8B
Proposes AgriTune-R, a reproducible framework and expert-evaluation protocol for adapting general-purpose LLMs to agricultural QA, pest consultation, cultivation, and policy tasks.