IEEE

Integrating Distributed SQL Query Engines with Object-Based Computational Storage

Abstract: Existing object storage systems like AWS S3 and MinIO offer only limited in-storage compute capabilities, typically restricted to simple SQL WHERE-clause filtering. Consequently, high-impact ...
IEEE

LLM on FPGA: Squeezing Language Models by Quantization and Multi-Query Attention and its Efficient Hardware Architecture

Abstract: We present an on-chip implementation of a compressed Transformer-based language model on a Xilinx Artix-7 FPGA. Our contributions include: (1) combining ultra-low-precision quantization (4 ...
GitHub

The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation

In this repository, we present LanDiff, a novel text-to-video generation framework that synergizes the strengths of Language Models and Diffusion Models. LanDiff offers these key features: LanDiff ...