News | Joshua Berkowitz

2 Articles

MoE ×

Democratizing Scalable Mixture-of-Experts Training in PyTorch with NVIDIA NeMo Automodel

Training state-of-the-art Mixture-of-Experts (MoE) models has traditionally requiredspecialists with deep distributed systems knowledge and access to high-end infrastructure. Now, NVIDIA’s NeMo Automo...

distributed training LLMs MoE NVIDIA open source performance optimization PyTorch

Nov 12, 2025

0 4334

Qwen3-Next and vLLM: Advancing Efficient Long-Context AI with Hybrid Architecture

AI is evolving rapidly, and efficiency is key for effective large-scale deployment. Qwen3-Next, the latest model from the Qwen team, pushes the boundaries with a hybrid architecture purpose-built for ...

GPU optimization hybrid attention long-context AI model efficiency MoE multi-token prediction Qwen3-Next vLLM integration

Sep 15, 2025

0 28446

Our latest content

Check out what's new !

See all

Ads

Prompt Maker Image Generator

Struggling with the perfect AI image prompt? My free app helps you generate brilliant ideas and instantly creates an image to match. Go from concept to creation in two clicks!

Try It

Most Popular Articles

Check out what the hot topics are!

See all

Follow us

Our latest content

Prompt Maker Image Generator

Most Popular Articles

Every shirt tells a story—and every story

#ClothingForACause