Semiconductor Engineering

Small Vs. Large Language Models

SLMs targeted at specific workloads could change the relationship between edge devices and the cloud, creating new ...
IEEE

PROCA: Programmable Probabilistic Processing Unit Architecture with Accept/Reject Prediction & Multicore Pipelining for Causal Inference

Abstract: Causal inference is an important field in data science and cognitive artificial intelligence. It requires the construction of complex probabilistic models to describe the causal ...

NVIDIA DGX Spark Mini Supercomputer Packs the Power of a Data Center

Explore the NVIDIA DGX Spark, a $4,000 mini supercomputer powerhouse featuring a 20-core Nvidia Grace CPU and 128 GB memory, ...
eLife

Critique of impure reason: Unveiling the reasoning behaviour of medical large language models

A survey of reasoning behaviour in medical large language models uncovers emerging trends, highlights open challenges, and introduces theoretical frameworks that enhance reasoning behaviour ...
IEEE

Efficient Hardware Architecture Design for Rotary Position Embedding of Large Language Models

Abstract: Due to the substantial demands of storage and computation imposed by large language models (LLMs), there has been a surge of research interest in their hardware acceleration. As a technique ...