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The conference, taking place in one of Europe's iconic art capitals, will feature a curated gallery that showcases how AI helps bring creative visions to life.

Imagery courtesy of Linda Dounia Rebeiz, Jeroen van der Most, aurèce vettier, Entangled Others Studio, fuse*, Noemi Finel.

Today, we are excited to release FLUX.1 Kontext, a suite of generative flow matching models that allows you to generate and edit images. Unlike existing text-to-image models, the FLUX.1 Kontext family performs in-context image generation, allowing you to prompt with both text and images, and seamlessly extract and modify visual concepts to produce new, coherent renderings.

Illustrious users often ask: “How can I get better results without writing long prompts?” Today, we’re excited to answer that with Text‑Enhancer, a new system that dramatically enriches user prompts for our image generation platform.

Text‑Enhancer actually comprises two intelligent components working together:

[ llm learning 🛠 ] · 8 min read

SD XL has been suffering from CLIP – I think this is true, at least partially. Recent models have shown some potential related to natural language, like understanding "left is red, right is blue". However, since CLIP was not trained with natural language sentences, base SD XL and its finetuned variants were significantly limited regarding processing it.

Illustrious XL 3.0–3.5-vpred represents a major advancement in Stable Diffusion XL (SD XL) modeling, notably supporting resolutions ranging seamlessly from 256 up to 2048. The v3.5-vpred variant particularly emphasizes robust natural language understanding capabilities, comparable in sophistication to miniaturized large language models (LLMs), achieved through extensive simultaneous training of both CLIP and UNet components.

In the competitive world of game development, staying ahead of technological advancements is crucial. Generative AI has emerged as a game changer, offering unprecedented opportunities for game designers to push boundaries and create immersive virtual worlds. At the forefront of this revolution is Stability AI’s cutting-edge text-to-image AI model, Stable Diffusion 3.5 Large (SD3.5 Large), which is transforming the way we approach game environment creation.