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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

DiffusionHub is an innovative cloud-based platform that harnesses AI technology to simplify the creation of images and videos. Users can take advantage of a complimentary 30-minute trial to test its features without any obligation. Designed for ease of use, the platform includes tools such as Automatic1111, ComfyUI, and Kohya, which streamline the setup process, removing the barriers of complex installations and programming knowledge. This results in a seamless and enjoyable workflow for anyone looking to create AI-generated art effortlessly. With competitive rates beginning at just $0.99 per hour, DiffusionHub also prioritizes user privacy by providing secure sessions that protect individual data and prevent unauthorized access to models or generated content. Moreover, this focus on user confidentiality allows creators to explore their artistic visions without concern.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

No images available

Integrations

Gemini Enterprise Agent Platform
Gemma
NVIDIA NIM

Integrations

Gemini Enterprise Agent Platform
Gemma
NVIDIA NIM

Pricing Details

Free
Free Trial
Free Version

Pricing Details

$0.99 per hour
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

DiffusionHub

Founded

2023

Country

Hong Kong

Website

DiffusionHub.io

Product Features

Product Features

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