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stability-ai/stable-diffusion-3.5-medium

2.5 billion parameter image model with improved MMDiT-X architecture

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A tumultuous ocean violently crashing against black reefs as a storm approaches. The sky is filled with dark, heavy clouds, and a bolt of lightning tears across the sky, illuminating the churning waves. The painting is full of dramatic power and emotion, in the style of J.M.W. Turner, emphasizing the sublime and awesome power of nature. The oil paint texture is heavy, and the colors are deep and moody.

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ExamplesView all

An elaborate Steampunk-style "Merlion" airship hovers over a Victorian-era Boat Quay. The airship's body is constructed from brass, mahogany, and a complex network of gears and pipes, billowing steam. Below, people in 19th-century gowns and top hats look up in amazement. The scene is filled with retro-futuristic details and imagination. --ar 16:9
A tumultuous ocean violently crashing against black reefs as a storm approaches. The sky is filled with dark, heavy clouds, and a bolt of lightning tears across the sky, illuminating the churning waves. The painting is full of dramatic power and emotion, in the style of J.M.W. Turner, emphasizing the sublime and awesome power of nature. The oil paint texture is heavy, and the colors are deep and moody.
An afternoon scene at the Singapore River, by Boat Quay, with its shophouses and crowds. Painted in an Impressionist style, mimicking the brushwork of Monet, with a focus on capturing light. Short, thick brushstrokes and bright colors, with the reflection of the sun creating sparkling spots on the water's surface. The image is vibrant and slightly blurred, evoking a cheerful and lively atmosphere. --ar 16:9
A serene and magnificent tropical rainforest landscape, with mist-shrouded mountains in the distance. A waterfall cascades from a high cliff into a clear stream. Sunlight filters through the dense canopy, casting a soft glow. The style is detailed and realistic, filled with an idealized and reverent depiction of nature, possessing the epic scale and tranquil atmosphere of the Hudson River School. --ar 16:9
On a wooden table covered with a dark velvet cloth, there is a silver platter filled with tropical fruits (rambutans, mangosteens, mangoes), a parrot, and an exquisite glass goblet. The lighting is soft, and the details are rendered with extreme realism, showcasing the texture and reflection of each object. Possesses the intricate detail and symbolic meaning of the 17th-century Flemish school.
Singapore's Gardens by the Bay depicted in the style of a Japanese Ukiyo-e woodblock print. The giant Supertrees are drawn like traditional pine trees from classic prints, with simple yet powerful lines. The background features a flat, graded sky and stylized clouds. A couple in modern, modified kimonos strolls across a bridge. The image blends traditional art with a modern landmark, mimicking the style of Katsushika Hokusai.

README

Stability Diffusion 3.5 Medium is a Multimodal Diffusion Transformer with improvements (MMDiT-x) text-to-image model that features improved performance in image quality, typography, complex prompt understanding, and resource-efficiency. Please note: This model is released under the Stability Community License. Visit Stability AI to learn or contact us for commercial licensing details.

Model Description Developed by: Stability AI Model type: MMDiT-X text-to-image generative model Model Description: This model generates images based on text prompts. It is a Multimodal Diffusion Transformer (https://arxiv.org/abs/2403.03206) with improvements that use three fixed, pretrained text encoders, with QK-