How We Trained Stable Diffusion for Less than $50k (Part 3)April 28, 2023 by Mihir Patel, Erica Ji Yuen, Cory Stephenson and Landan Seguin in Mosaic Research In our previous blog post, we showed how we used the MosaicML platform, Streaming datasets, and the Composer library to train a Stable...
Training Stable Diffusion from Scratch for <$50k with MosaicML (Part 2)April 26, 2023 by Mihir Patel, Cory Stephenson, Landan Seguin, Austin Jacobson and Erica Ji Yuen in Mosaic Research We've replicated Stable Diffusion 2 for less than $50k, and we've open-sourced the training code so you can too! This is a 3x...
5x Faster Image Segmentation Training with MosaicML RecipesNovember 17, 2022 by Landan Seguin, Cory Stephenson and Erica Ji Yuen in Mosaic Research Can't stop, won't stop. Earlier this year, we shared a new baseline for semantic segmentation (basically, classifying an image at the pixel level)...
Behind the Scenes: Setting a Baseline for Image Segmentation SpeedupsJuly 28, 2022 by Landan Seguin in Mosaic Research We establish a new semantic segmentation baseline of 45.56 mIoU on the ADE20k segmentation benchmark in 3.5 hours on a system with 8x...