Stable Diffusion 3.5Stability AI
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Related Products
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About
Recent breakthroughs in text-to-image synthesis have been driven by diffusion models trained on billions of image-text pairs. Adapting this approach to 3D synthesis would require large-scale datasets of labeled 3D assets and efficient architectures for denoising 3D data, neither of which currently exist. In this work, we circumvent these limitations by using a pre-trained 2D text-to-image diffusion model to perform text-to-3D synthesis. We introduce a loss based on probability density distillation that enables the use of a 2D diffusion model as a prior for optimization of a parametric image generator. Using this loss in a DeepDream-like procedure, we optimize a randomly-initialized 3D model (a Neural Radiance Field, or NeRF) via gradient descent such that its 2D renderings from random angles achieve a low loss. The resulting 3D model of the given text can be viewed from any angle, relit by arbitrary illumination, or composited into any 3D environment.
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About
Stable Diffusion 3.5 is Stability AI’s image generation and editing model suite, built for professional-grade creative production across self-hosted deployment, API integration, cloud partner ecosystems, and web-based creation. Its flagship Stable Diffusion 3.5 family is described as Stability AI’s most powerful image model yet, designed to generate a wide range of image styles, including 3D, photography, painting, line art, and more, with market-leading prompt adherence, diverse outputs, and flexible options for different use cases. Stable Diffusion 3.5 Large is the most powerful model in the Stable Diffusion family, with superior quality and prompt adherence for professional use cases at 1 megapixel resolution. Stable Diffusion 3.5 Large Turbo is designed to run faster than Large while generating high-quality images with exceptional prompt adherence in just four steps. Stable Diffusion 3.5 Medium balances quality and customization with improved architecture and training methods.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Businesses looking for an advanced AI 3D Model Generator solution
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Audience
Creators, users, and teams that need professional image generation, editing, upscaling, and model deployment options for branded production workflows
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationDreamFusion
dreamfusion3d.github.io
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Company InformationStability AI
Founded: 2019
United States
stability.ai/stable-image
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Integrations
Stable Diffusion
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