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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

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

NVIDIA Omniverse™ serves as a central hub that seamlessly integrates your current 3D workflows, transforming traditional linear pipelines into a dynamic, live-sync creation process that empowers you to design in unprecedented ways and at remarkable speeds. Observe how GeForce RTX 3D creators collaboratively produce an animated short through Omniverse Cloud, utilizing 3D assets from their preferred design and content creation software like Autodesk Maya, Adobe Substance Painter, Unreal Engine, and SideFX Houdini. With NVIDIA Omniverse, Sir Wade Neistadt, who engages with a diverse range of applications, can work without facing any bottlenecks. By combining the Omniverse Platform with an NVIDIA RTX™ A6000 equipped with NVIDIA Studio Drivers, he is able to, as he describes, “bring it all together, illuminate it, render it, and maintain everything in context using RTX rendering—all without the need to export data between applications, ensuring a seamless creative experience." This innovation not only enhances productivity but also fosters collaboration among creators, leading to richer and more intricate projects.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Accenture AI Refinery
Azure Marketplace
Gemini Enterprise Agent Platform
Gemma
Houdini
Linker Vision
MagiScan
Maya
Move.ai
NVIDIA Blueprints
NVIDIA Isaac
NVIDIA Isaac GR00T
NVIDIA Isaac Lab
NVIDIA NIM
NVIDIA Omniverse ACE
NVIDIA Omniverse Machinima
NVIDIA Omniverse USD Composer
NVIDIA Tokkio
Unreal Engine
iRender

Integrations

Accenture AI Refinery
Azure Marketplace
Gemini Enterprise Agent Platform
Gemma
Houdini
Linker Vision
MagiScan
Maya
Move.ai
NVIDIA Blueprints
NVIDIA Isaac
NVIDIA Isaac GR00T
NVIDIA Isaac Lab
NVIDIA NIM
NVIDIA Omniverse ACE
NVIDIA Omniverse Machinima
NVIDIA Omniverse USD Composer
NVIDIA Tokkio
Unreal Engine
iRender

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

Google

Founded

1998

Country

United States

Website

blog.google/innovation-and-ai/technology/developers-tools/diffusion-gemma-faster-text-generation/

Vendor Details

Company Name

NVIDIA

Founded

1993

Country

United States

Website

www.nvidia.com/en-us/omniverse/creators/

Product Features

Product Features

3D Modeling

2D Drawing
Animation
Annotations
Bill of Materials
Character Modeling
Collaboration Tools
Component Library
Data Import / Export
For 3D Printing
For Architects
For Manufacturers
Reference Management
Simulation

Content Creation

Advertising Content Creation
Case Study Creation
Collaboration Tools
Content Calendar
Content Creator Marketplace
Content Curation
Content Planning
Content Topic Research
Create Reports
Marketing Content Creation
Quiz Creation
Sales Content Creation
Template Creation
User-Generated Content
Video Content Creation
Visual Content Creation
Written Content Creation

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