Tag: communication bottlenecks

Source URL: https://arxiv.org/abs/2410.00531 Source: Hacker News Title: Serving 70B-Scale LLMs Efficiently on Low-Resource Edge Devices [pdf] Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper on TPI-LLM presents a novel approach to efficiently run large language models (LLMs) on low-resource edge devices while addressing privacy concerns. It emphasizes utilizing tensor parallelism over pipeline…