Blog Posts | Joshua Berkowitz

2 Articles

TorchAO ×

TorchAO: A PyTorch-Native Shortcut To Smaller, Faster Models

TorchAO is PyTorch's native toolkit for model efficiency: it unifies post-training quantization (PTQ), quantization-aware training (QAT), float8 (FP8) training, and structured sparsity in one coherent...

deep learning FP8 model efficiency open source PyTorch QAT quantization sparsity TorchAO

Nov 4, 2025

0 858

Github Repos

How MXFP8, TorchAO, and TorchTitan Boost Large-Scale AI Training on Crusoe B200

Modern AI models are growing larger and more complex, demanding new solutions to speed up training without compromising accuracy. Recent experiments on the Crusoe B200 cluster , using 1,856 GPUs, show...

AI acceleration Crusoe B200 float8 large-scale training MXFP8 PyTorch quantization TorchAO

Sep 20, 2025

0 6732

News

Get All The Latest Research & News!

Subscribe

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

Get All The Latest Research & News!

Our latest content

Prompt Maker Image Generator

Most Popular Articles

Every shirt tells a story—and every story

#ClothingForACause