Large Language Models are the most recent introduction in the Artificial Intelligence community, which has taken the world by storm. These models, due to their incredible capabilities, are being used ...

Abstract: Typical data analysis systems involving FPGAs work better with low-dimensional low-precision (LDLP) data than with high-dimensional high-precision (HDHP) ones due to limitations on data ...

This project is a companion to the article "The impact of quantising a small open source LLM", delving into the practical implications of applying quantisation techniques to small open source LLMs.

Neural processing units use reduced precision for computation to save resources (memory, compute, MACs, OPs etc.). However, neural networks usually work with 32-bit floating-point. There has been ...