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SLMs vs. LLMs: Edge Device Efficiency by aaruahtrishareddy is a document available to read on EtoBox.
What is SLMs vs. LLMs: Edge Device Efficiency about?
This study compares Small Language Models (SLMs) and Large Language Models (LLMs) regarding their efficiency and accuracy when deployed on edge devices. It highlights the challenges of deploying LLMs due to their high computational demands and contrasts this with the resource-efficient design of SLMs, which are better suited for constrained environments. The research aims to provide a framework for selecting appropriate language model architectures that balance performance with operational feasibility in de
- Author
- aaruahtrishareddy
- Language
- EN