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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
DreamStudio offers a user-friendly platform designed for generating images using the newly launched Stable Diffusion model. This cutting-edge model excels at producing images from textual descriptions, adeptly grasping the connections between language and visuals. With just a simple text prompt followed by a click on Dream, users can generate stunning images in mere seconds. You are encouraged to explore various options using your complimentary credits, but it’s important to monitor your credit balance closely. The number of credits you have is directly tied to computational power; higher steps or image resolutions will lead to greater compute demand, thus consuming more credits. In the event that your credits are depleted, additional credits can be conveniently acquired through the "Membership" area of your account. Remember, experimenting with different prompts can yield unexpected and delightful results, enhancing your creative experience.
API Access
Has API
API Access
Has API
Integrations
Gemini Enterprise Agent Platform
Gemma
NVIDIA NIM
Stability AI
Stable Diffusion
WebUtility.io
Integrations
Gemini Enterprise Agent Platform
Gemma
NVIDIA NIM
Stability AI
Stable Diffusion
WebUtility.io
Pricing Details
Free
Free Trial
Free Version
Pricing Details
No price information available.
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
DreamStudio
Website
beta.dreamstudio.ai/