News | Joshua Berkowitz

3 Articles

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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 1529

Hugging Face Introduces Dataset Streaming for Machine Learning

If you’ve ever been frustrated by long waits to download massive datasets for model training, you’re not alone. Hugging Face has introduced a groundbreaking way to stream multi-terabyte datasets direc...

data engineering dataset streaming huggingface machine learning parquet performance optimization Xet storage

Nov 7, 2025

0 8129

AI-Driven Vibe Coding and Rust Are Changing Data Engineering

Building high-performance, reliable data tools is more crucial than ever and Rust is at the forefront of this movement. Thanks to the surge in AI-powered development, a new approach called vibe coding...

AI coding asynchronous processing data engineering parallel computing performance optimization Rust vibe coding

Sep 9, 2025

0 5346

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