Search Results for author: Gyeongcheol Shin

Found 2 papers, 0 papers with code

LoL-PIM: Long-Context LLM Decoding with Scalable DRAM-PIM System

no code implementations28 Dec 2024 Hyucksung Kwon, Kyungmo Koo, Janghyeon Kim, Woongkyu Lee, Minjae Lee, Hyungdeok Lee, Yousub Jung, JaeHan Park, Yosub Song, Byeongsu Yang, Haerang Choi, Guhyun Kim, Jongsoon Won, Woojae Shin, Changhyun Kim, Gyeongcheol Shin, Yongkee Kwon, Ilkon Kim, Euicheol Lim, John Kim, Jungwook Choi

Processing-in-Memory (PIM) maximizes memory bandwidth by moving compute to the data and can address the memory bandwidth challenges; however, PIM is not necessarily scalable to accelerate long-context LLM because of limited per-module memory capacity and the inflexibility of fixed-functional unit PIM architecture and static memory management.

Management

NOVI : Chatbot System for University Novice with BERT and LLMs

no code implementations10 Sep 2024 Yoonji Nam, TaeWoong Seo, Gyeongcheol Shin, Sangji Lee, JaeEun Im

To mitigate the difficulties of university freshmen in adapting to university life, we developed NOVI, a chatbot system based on GPT-4o.

Chatbot

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