Stable Image Ultra, Stable Diffusion 3 Large(SD3 Large), and Stable Image Core are the three new text-to-image models from Stability AI that you may use with Amazon Bedrock now. These models may be used to quickly create high-quality images for a variety of use cases across marketing, advertising, media, entertainment, retail, and more. They also notably increase performance in multi-subject prompts, image quality, and typography.
Stability AI in Amazon Bedrock
Utilizing Stability AI’s most sophisticated text-to-image models
Presenting the most recent text-to-image models from Stability AI
Three Points of Stability The most recent state-of-the-art text-to-image models powered by AI are now accessible in Amazon Bedrock, offering scalable, fast visual content production capabilities.
Stable Image Ultra
Provides the most exquisite, lifelike results, ideal for big format applications and professional print media. Stable Image Ultra is very good at reproducing realistic details.
Stable Diffusion 3 Large(SD3 Large)
Finds a happy medium between output quality and generation speed. Perfect for producing digital assets such as newsletters, websites, and marketing materials in large quantities and with excellent quality.
Stable Image Core
Designed to produce images quickly and affordably, this tool is excellent for quickly iterating over ideas when brainstorming. The next generation model, after Stable Diffusion XL, is called Stable Image Core.
Introducing Stability AI
Leading global provider of open source generative AI, Stability AI creates innovative AI models for language, audio, image, and code with low resource needs.
Advantages
Modern architectural design
SOTA open architecture with 6.6B parameter ensemble pipeline and 3.5B parameter base model stage for image production.
Cinematic photorealism
Native 1024×1024 image generation including excellent detail and cinematic photorealism.
Intricate arrangements
Refined to produce intricate compositions with only the most basic natural language cues.
Use cases
Marketing and promotion
Make countless marketing assets and customized ad campaigns.
Entertainment and media
Create countless creative resources and use pictures to spark ideas.
Metaverse and gaming
Make up new worlds, scenes, and characters.
Features of the Model
Realistic photography
Stable Image Ultra produces photos with outstanding lighting, color, and detail, allowing for both photorealistic and excellent results in a variety of styles.
Quick comprehension
Consistency Long and intricate prompts requiring spatial thinking, compositional parts, actions, and styles can be understood by AI models.
Fonts
Unprecedented text quality is achieved with Stable Image Ultra while less spelling, kerning, letter formation, and spacing mistakes are present. In this instance, SD3 Ultra can precisely create certain text, objects, and lighting conditions.
Superior Illustrations
High-quality paintings, illustrations, and other visuals can be produced with SD3 Large, guaranteeing precise and captivating images for a variety of publications.
Rendering of Products
Consistency AI models can be utilized to produce excellent concept art, product renderings, and eye-catching visuals for print and billboard advertisements.
Versions of the models
Stable Image Ultra
Improved photorealism and inventiveness are provided by Stable Image Ultra, which produces outstanding images with incredibly accurate 3D imagery that includes minute elements like hands, lighting, and textures. Because of its ability to produce photos with various subjects, the model is perfect for producing intricate sceneries.
Languages Spoken: English
Does Not Support Fine Tuning:
Media and entertainment, game development, retail, publishing, education and training, and marketing/advertising agencies are among the use cases that are supported.
Stable Diffusion 3 Large (SD3 Large)
Spelling, picture quality, and multi-subject prompt performance are all significantly enhanced by this model. With its 8 billion parameter ensemble pipeline, SD3 Large offers a revolutionary state-of-the-art architecture for image generation that offers never-before-seen quality, user-friendliness, and the capacity to produce intricate compositions with only rudimentary natural language prompting.
Languages Spoken: English
Does Not Support Fine Tuning:
Media and entertainment, game development, retail, publishing, education and training, and marketing/advertising agencies are among the use cases that are supported.
Stable Image Core
With this 2.6 billion parameter model, the flagship service that produces high-quality photographs in a variety of styles without the need for prompt engineering, you may create images quickly and economically. Improved scene layout, including item positioning, adaptability, and readability at various sizes and applications, are among the capabilities.
Languages Spoken: English
Does Not Support Fine Tuning:
Media and entertainment, game development, retail, publishing, education and training, and marketing/advertising agencies are among the use cases that are supported.
Stable Diffusion XL 1.0
The next generation of models is called Stable Image Core; the prior model was called SDXL.
Languages Spoken: English
No fine-tuning is supported.
Use cases that are supported include marketing and advertising, media and entertainment, gaming, and the metaverse.
These models tackle common challenges such as rendering realistic hands and faces, and they do a fantastic job of delivering images with amazing photorealism, outstanding detail, color, and lighting. Given complicated instructions involving composition, style, and spatial reasoning, the models can interpret them thanks to their advanced quick understanding.
A variety of application scenarios are covered by the three new Stability AI models in Amazon Bedrock:
Stable Image Ultra: Ideal for large format applications and professional print media, Stable Image Ultra generates photorealistic outputs of the highest caliber. In terms of portraying remarkable detail and realism, Stable Image Ultra shines.
Stable Diffusion 3 Large(SD3 Large): Balances generating speed and output quality with Stable Diffusion 3 Large(SD3 Large). perfect for producing digital products in large quantities and with excellent quality, such as newsletters, websites, and marketing collateral.
Stable Image Core: Ideal for quick and economical image development, this tool allows you to quickly refine concepts while brainstorming.
Below is a summary of the main characteristics of the model:
| Features | Stable Image Ultra | Stable Diffusion 3 Large | Stable Image Core |
|---|---|---|---|
| Parameters | 16 billion | 8 billion | 2.6 billion |
| Input | Text | Text or image | Text |
| Typography | Tailored for large-scale display | Tailored for large-scale display | Versatility and readability across different sizes and applications |
| Visual aesthetics | Photorealistic image output | Highly realistic with finer attention to detail | Good rendering; not as detail-oriented |
Because of their unique Diffusion Transformer architecture, which implements two separate sets of weights for image and text but allows information flow between the two modalities, Stable Image Ultra and Stable Diffusion 3 Large(SD3 Large) have improved text quality in generated images significantly over Stable Diffusion XL (SDXL). In particular, there are fewer spelling and typographical errors.
Some photos made using these models are shown here.
Stable Image Ultra – Prompt: photo, realistic, stormy sky, stormy seated woman in field watching kite fly, concept art, complicated, expertly composed.
Stable Diffusion 3 Large(SD3 Large) – Prompt: detailed, gloomy lighting, rainy and dark, neon signs, reflections on wet pavement, and a male investigator standing beneath a streetlamp in a noir city. The artwork is done in the style of a comic book.
Stable Image Core: An expertly rendered, high-quality, photorealistic 3D model of a white and orange sneaker floating in the center of the image.
Case studies utilizing Amazon Bedrock’s new Stability AI models
Text-to-image models have the ability to revolutionize a wide range of sectors and help marketing and advertising departments create high-quality pictures for campaigns, social media posts, and product mockups much more quickly. They can also greatly streamline creative workflows in these departments. Companies may react to market trends faster and launch new projects faster by speeding up the creative process. Further, by offering quick visual depictions of ideas, these models can improve brainstorming sessions and encourage more creativity.
Artificial intelligence-generated images can assist in producing customized marketing materials and a variety of product presentations at scale for e-commerce enterprises. These tools may generate wireframes and prototypes fast in the field of interface and user experience design, speeding up the iterative process of design. Employing text-to-image models can result in substantial cost reductions, enhanced efficiency, and a competitive advantage in visual communication across a range of company operations.
Things to consider
The three new Stability AI models Stable Image Ultra, Stable Diffusion 3 Large(SD3 Large), and Stable Image Core are now accessible in the US West (Oregon) AWS Region on Amazon Bedrock. Amazon Bedrock has expanded its range of solutions to enhance creativity and expedite content creation processes with this launch. To determine the charges for your use case, see the Amazon Bedrock pricing page.
Stability AI Pricing on Amazon Bedrock
On-Demand pricing
| Stability AI Model | Price per generated image |
| Stable Image Core | $0.04 |
| SD3 Large | $0.08 |
| Stable Image Ultra | $0.14 |
Previous generation of image models offered by Stability AI are priced per image, depending on step count and image resolution.
| Stability AI model | Image resolution | Price per image generated for standard quality (<=50 steps) | Price per image generated for premium quality (>50 steps) |
| SDXL 1.0 | Up to 1024 x 1024 | $0.04 | $0.08 |
Provisioned Throughput pricing
| Stability AI model | Price per hour per model unit for 1-month commitment | Price per hour per model unit for 6-month commitment |
| SDXL 1.0 | $49.86 | $46.18 |
