MAI-Image-2.5-FlashMicrosoft
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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
MAI-Image-2.5-Flash is a text-to-image generation and image-to-image editing model in Microsoft Foundry, designed to create high-quality, visually rich images from natural language prompts and perform precise, controllable edits on existing images. It uses a diffusion-based generative approach to progressively refine images, enabling strong alignment between the input text and the generated output. The model supports prompt-based image creation and editing workflows where users can describe the desired visual result, modify an existing image, or generate production-ready creative assets with stronger control over composition and style. As part of Microsoft’s MAI image generation family, MAI-Image-2.5-Flash is positioned for fast, scalable image generation and editing in enterprise and developer environments, with access through the Microsoft Foundry model catalog. It is built for applications that need visual generation inside business products, creative tools, content workflows, etc.
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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
Businesses, AI builders, and teams that need fast text-to-image generation and controllable image editing through Microsoft Foundry
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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 |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
$1.75 per 1M tokens (input)
$1.75 per 1M text/image input tokens and roughly $19.50 to $33 per 1M image output tokens (or about $0.03 per generated image)
Free Version
Free Trial
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Reviews/
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Reviews/
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Pros & Cons from Real UsersPros
Cons
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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 InformationMicrosoft
Founded: 1975
United States
ai.azure.com/catalog/models/MAI-Image-2.5-Flash
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Integrations
Microsoft Azure
Microsoft Foundry
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