Tech Xplore on MSN

Enabling small language models to solve complex reasoning tasks

As language models (LMs) improve at tasks like image generation, trivia questions, and simple math, you might think that ...
IEEE

Parallelization of 3-D Global FDTD Earth-Ionosphere Waveguide Models at Resolutions on the Order of ∼1 km and Higher

Abstract: Three-dimensional finite-difference time-domain (FDTD) models of the global Earth-ionosphere waveguide were first introduced in the early 2000s. These models have been applied to a wide ...
GitHub

Meridian - Graph-Powered Conversational AI

Welcome to Meridian! Built on a graph-based architecture, Meridian goes beyond simple turn-taking, enabling richer, more nuanced, and highly efficient interactions. Traditional AI chats often struggle ...
IEEE

Enhancing Text Summarization through Parallelization: A TF-IDF Algorithm Approach

Abstract: Text parallelization is a crucial aspect of natural language processing, aiming to enhance the efficiency of information retrieval and analysis. This project focuses on leveraging the Term ...
GitHub

Python Imaging Library (Fork)

Pillow is the friendly PIL fork by Jeffrey A. Clark and contributors. PIL is the Python Imaging Library by Fredrik Lundh and contributors. As of 2019, Pillow development is supported by Tidelift. The ...
Microsoft

nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training

With the growing model size of deep neural networks (DNN), deep learning training is increasingly relying on handcrafted search spaces to find efficient parallelization execution plans. However, our ...