Review
Toward Sustainable On-Device Intelligence: A Survey on Energy-Efficient RAG Systems with Small Language Models
The three-way intersection of on-device AI inference optimization, retrieval-augmented generation, and Green AI / sustainability has not previously been drawn together into a unified system-design perspective, and this survey undertakes that cross-domain synthesis.
Zhiyuan Cheng, Longying Lai, Yue Liu et al.
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