Implementing Small Language Models (SLMs) with RAG on Embedded Devices Leading to Cost Reduction, Data Privacy, and Offline Use
deepsense.ai
APRIL 25, 2024
This article focuses on the first area: applying SLMs to Edge Devices for practical purposes. This cost reduction may be a primary incentive for companies already employing cloud-based LLM inference on mobile phones or edge devices. Even retraining SLMs (even from scratch) is feasible for small groups with access to home-grade GPUs.
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