2 papers
cs.CL2026
Litespark Inference For CPUs: Ultra-Fast SIMD Framework for Ternary (1.58-bit) Language Models
Nii Osae Osae Dade, Tony Morri, Moinul Hossain Rahat +2
Large language models (LLMs) have transformed artificial intelligence, but their computational requirements remain prohibitive for most users. Standard inference demands expensive…
cs.CV2024
Enhancing Diffusion Models for High-Quality Image Generation
Jaineet Shah, Michael Gromis, Rickston Pinto
This report presents the comprehensive implementation, evaluation, and optimization of Denoising Diffusion Probabilistic Models (DDPMs) and Denoising Diffusion Implicit Models (DDI…