What's better than Adversarial Diffusion Distillation (ADD)?
Yes: *Latent* ADD.

We turn the diffusion transformer in SD3 into a discriminator, move distillation to latent space and get SD3-Turbo, which achieves SD3's quality in only four unguided steps.
>arxiv.org/abs/2403.12015

Party time! The SD3 paper made it to arxiv: arxiv.org/abs/2403.03206

Key takeaways:
- flow matching is very nice.
- back to work with Patrick Esser and a fantastic team ♥️

The paper is full of details on improved flow matching, scaling and engineering. Enjoy!

Stabillity AI presents Stable Diffusion 3

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Diffusion models create data from noise by inverting the forward paths of data towards noise and have emerged as a powerful generative modeling technique for…

Tanishq here has done an awesome little writeup of some key details on the SD3 paper

The blog and paper are out (arxiv soon)! Come give it a read and see what we have been cooking. Looking forward to people getting to try it soon and seeing what ends up being built on top of it
stability.ai/news/stable-di…

Happy everyone can finally see what we have been working on over the past while. Good to finally be able to share it <3 Will be exciting to see what everyone makes with it soon

yes

Living somewhere between the natural and mechanical

Stability AI is proud to Introduce Stable LM 3B: Bringing Sustainable, High-Performance Language Models to Smart Devices.

Download the weights on Hugging Face today 🌟🚀 #StabilityAI #StableLM3B #LanguageModels bit.ly/3thtyAJ

Stable Audio: text-to-music generation by Stability AI

Try it out now! →stableaudio.com

How does it work? ↓

One year ago, we co-released Stable Foundation! It has enabled countless creative applications over this past year, opening up new possibilities for the future of generative AI.

Since then, we've also released 36 models for public access, including SD 2.x, SDXL, StableLM, etc.

And maybe something else hiding in there too huggingface.co/stabilityai/co…

Smaller and more efficient control format for SDXL. Come give it a try 😎
huggingface.co/stabilityai/co…

#SDXL 1.0 official release model, SHA256 Hashes:

File Hashes:

Base: 31e35c80fc4829d14f90153f4c74cd59c90b779f6afe05a74cd6120b893f7e5b

Refiner: 7440042bbdc8a24813002c09b6b69b64dc90fded4472613437b7f55f9b7d9c5f

Tensordata Hashes:

Base:…

Stability AI unveils Stable Diffusion XL 1.0, now available on Amazon Bedrock for developers worldwide #StabilityAI #AI #AI community #TextToImage #OpenSource #AWS #SDXL

bit.ly/3O7N3Ch

July 26th is a big day

I always love good metaphors to help teach concepts. It's incredible how the right variation of a piece of info can just make it click in that perfect way, the embedding that works for you