Stable Diffusion 3 model Released

Stability AI released their Stable Diffusion 3 model 🖼️

Here’s everything you need to know & key features of the Stable Diffusion 3 model 🧵👇

✅Improved Text Generation

Stable Diffusion 3 has significantly better text rendering capabilities compared to previous versions, allowing it to generate long sentences with accurate font styles and spacing.

It outperforms state-of-the-art text-to-image models such as DALL·E 3, Midjourney v6, and Ideogram v1 in terms of typography and prompt adherence, confirmed by human preference evaluations.

✅Enhanced Prompt Following

The model uses highly accurate image captions in training to improve its ability to follow prompts, making it as good as or better than DALL-E 3 in this regard.

✅Transformer-based Architecture

Stable Diffusion 3 utilizes a new Multimodal Diffusion Transformer (MMDiT) architecture, which is more efficient and scalable than previous models while also producing higher-quality images.

✅Rectified Flow Sampling

The model employs a rectified flow technique that simplifies the generative process, allowing for faster and more cost-effective image creation.

✅Availability and Pricing

Stable Diffusion 3 is currently available through the Stability AI Developer Platform API, with plans to make the model weights available for self-hosting with a Stability AI Membership in the near future.

The model is not free, but the membership fees are reported to be quite modest for small businesses.

Stable Diffusion 3 represents a significant advancement in text-to-image generation, especially with their API – which is a great starter for building own AI image models .

All details from Stability AI blog: https://stability.ai/news/stable-diffusion-3-api