IEEE

Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging

Abstract: Multi-task learning (MTL) leverages a shared model to accomplish multiple tasks and facilitate knowledge transfer. Recent research on task arithmetic-based MTL demonstrates that merging the ...
theregister

AWS adds nested virtualization option for handful of EC2 instances

Amazon Web Services has enabled nested virtualization for a handful of EC2 instances. Nested virtualization involves running a hypervisor inside another hypervisor. It is not an entirely bonkers idea ...
IEEE

Boundedly Rational Hydrogen Vehicle Integration into Prosumer Energy Sharing: Nested Equilibrium Model via Variational Inequality

Abstract: Driven by the rapid proliferation of hydrogen vehicles (HVs) and the expanding adoption of prosumers equipped with distributed energy resources, power-transportation coupled networks (PTCNs) ...
GitHub

Official Repository of "GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration".

We build a knowledge base consisting of relevant documentation and experience information. The Search Agent retrieves the most relevant entries from the knowledge base for each question. Extensive ...
marktechpost

How to Design Production-Grade Mock Data Pipelines Using Polyfactory with Dataclasses, Pydantic, Attrs, and Nested Models

In this tutorial, we walk through an advanced, end-to-end exploration of Polyfactory, focusing on how we can generate rich, realistic mock data directly from Python type hints. We start by setting up ...