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cs.DC2024
EACO-RAG: Towards Distributed Tiered LLM Deployment using Edge-Assisted and Collaborative RAG with Adaptive Knowledge Update
Jiaxing Li, Chi Xu, Lianchen Jia +3
Large language models (LLMs) have demonstrated impressive capabilities in language tasks, but they require high computing power and rely on static knowledge. To overcome these limi…
cs.CL2024
SCALM: Towards Semantic Caching for Automated Chat Services with Large Language Models
Jiaxing Li, Chi Xu, Feng Wang +3
Large Language Models (LLMs) have become increasingly popular, transforming a wide range of applications across various domains. However, the real-world effectiveness of their quer…