A ~1B-parameter multimodal LLM, trained with three-stage knowledge distillation, nearly matches a 7B agricultural assistant on pest and disease Q&A while being small enough for edge deployment.
Edge intelligence: Empowering intelligence to the edge of network,
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Farm-LightSeek: An Edge-centric Multimodal Agricultural IoT Data Analytics Framework with Lightweight LLMs
A ~1B-parameter multimodal LLM, trained with three-stage knowledge distillation, nearly matches a 7B agricultural assistant on pest and disease Q&A while being small enough for edge deployment.