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Description
DiffusionGemma is an innovative open model that investigates text diffusion, representing a remarkably rapid method for generating text. Released under the Apache 2.0 license, this 26 billion parameter Mixture of Experts (MoE) model advances beyond the usual sequential token generation typical of autoregressive models. Instead, it produces entire blocks of text at once, achieving text generation speeds that are up to four times faster on GPUs. Drawing from the parameter efficiency of the Gemma 4 family and Gemini Diffusion research, DiffusionGemma incorporates a unique diffusion head that enhances generation speed significantly. It is particularly aimed at researchers and developers looking to optimize speed-sensitive, interactive local workflows, including in-line editing, swift iterations, and non-linear narrative forms. By reallocating the decode bottleneck from memory bandwidth to computational power, it can produce over 1,000 tokens per second on a single NVIDIA H100 and more than 700 tokens per second on an NVIDIA GeForce RTX 5090. This breakthrough allows for a new level of efficiency in text generation that could reshape various applications in natural language processing.
Description
Stable Diffusion is a generative image model family from Stability AI designed to help users create high-quality images across many styles and use cases. The models can generate photography, 3D visuals, paintings, line art, illustrations, product concepts, branded assets, and other creative outputs from text prompts. Stable Diffusion is built for strong prompt following, giving users more control over the final image and making it useful for detailed creative direction. The model family includes options optimized for professional image quality, faster generation, and customization on consumer hardware. Users can deploy Stable Diffusion through a self-hosted license, integrate it through the Stability AI API, access it through cloud partners, or use it in web-based creative tools. Stability AI also offers image editing APIs and tools for editing uploaded or generated images. These tools support object erasing, inpainting, outpainting, upscaling, sketch-based generation, structural control, and style control. Stable Diffusion can support workflows such as brand style creation, product photography, concept art, marketing visuals, app experiences, creative tools, and enterprise image generation. By combining flexible deployment, image generation, editing, and customization, Stable Diffusion gives teams a powerful foundation for building and scaling AI-powered visual creation.
API Access
Has API
API Access
Has API
Integrations
AI Text Prompt Generator
AgentX
Amazon Bedrock
AutoPrompt
Database Mart
DiffusionBee
Freeflo
Gemini Enterprise Agent Platform
Helix AI
HeyVid.ai
Integrations
AI Text Prompt Generator
AgentX
Amazon Bedrock
AutoPrompt
Database Mart
DiffusionBee
Freeflo
Gemini Enterprise Agent Platform
Helix AI
HeyVid.ai
Pricing Details
Free
Free Trial
Free Version
Pricing Details
$0.2 per image
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Founded
1998
Country
United States
Website
blog.google/innovation-and-ai/technology/developers-tools/diffusion-gemma-faster-text-generation/
Vendor Details
Company Name
Stability AI
Founded
2019
Country
United Kingdom
Website
stability.ai/stable-image
