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What is RODIN?

This groundbreaking model for 3D avatar diffusion represents a sophisticated artificial intelligence system aimed at producing highly intricate digital avatars in three-dimensional space. Users are offered the opportunity to examine these avatars from various perspectives, achieving an extraordinary standard of visual quality. By simplifying the traditionally complex practice of 3D modeling, this innovative model opens doors to fresh artistic possibilities for creators in the 3D domain. It constructs these avatars through the use of neural radiance fields, applying state-of-the-art generative methods referred to as diffusion models. The framework employs a tri-plane representation, which efficiently breaks down the neural radiance field of the avatars, enabling explicit modeling through diffusion and the rendering of images using volumetric techniques. Furthermore, the integration of 3D-aware convolution boosts computational efficiency while ensuring the preservation of diffusion modeling integrity in three-dimensional contexts. The entire avatar generation process is organized hierarchically, making use of cascaded diffusion models to support multi-scale modeling, which further sharpens the details involved in creating avatars. This significant innovation not only transforms the realm of digital avatar production but also fosters enhanced collaboration among artists and developers engaged in this evolving field, paving the way for even more innovative projects in the future.

What is DiffusionGemma?

DiffusionGemma is a groundbreaking open model that delves into the phenomenon of text diffusion, offering an exceptionally quick approach to text generation. Licensed under Apache 2.0, this model features a staggering 26 billion parameters and utilizes a Mixture of Experts (MoE) architecture, pushing the boundaries beyond the conventional sequential token generation found in autoregressive models. Rather than generating tokens one by one, it is capable of producing complete blocks of text simultaneously, yielding generation speeds that can be up to four times quicker on GPUs. With foundations rooted in the parameter efficiency of the Gemma 4 family and insights from Gemini Diffusion research, DiffusionGemma boasts a distinctive diffusion head that significantly accelerates the generation process. Its design targets researchers and developers focused on optimizing local workflows that demand speed, such as in-line editing, rapid iterations, and complex narrative structures. By shifting the decoding bottleneck from memory bandwidth to computational capacity, the model can generate over 1,000 tokens per second on a single NVIDIA H100 and more than 700 tokens per second when utilizing an NVIDIA GeForce RTX 5090. This advancement not only enhances efficiency in text generation but also opens up new possibilities for various applications in the realm of natural language processing, paving the way for innovative developments in the field. Ultimately, the capabilities of DiffusionGemma could lead to transformative changes in how we approach text generation tasks.

Media

Media

Integrations Supported

Fuser
Gemini Enterprise Agent Platform
Gemma
Haimeta
NVIDIA NIM
Weavy

Integrations Supported

Fuser
Gemini Enterprise Agent Platform
Gemma
Haimeta
NVIDIA NIM
Weavy

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

3d-avatar-diffusion.microsoft.com

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

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

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