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20232025
most citedWellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions

6 citations · 8 across the 5 of their papers we have counts for

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cs.LG2025

LLMPi: Optimizing LLMs for High-Throughput on Raspberry Pi

Mahsa Ardakani, Jinendra Malekar, Ramtin Zand

Deploying Large Language Models (LLMs) on resource-constrained edge devices like the Raspberry Pi presents challenges in computational efficiency, power consumption, and response l…

cs.AR2025

PIM-LLM: A High-Throughput Hybrid PIM Architecture for 1-bit LLMs

Jinendra Malekar, Peyton Chandarana, Md Hasibul Amin +2

In this paper, we propose PIM-LLM, a hybrid architecture developed to accelerate 1-bit large language models (LLMs). PIM-LLM leverages analog processing-in-memory (PIM) architectur…