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About

DiffusionGemma is an experimental open model that explores text diffusion, an exceptionally fast approach to text generation. Released under an Apache 2.0 license, this 26B Mixture of Experts (MoE) model moves beyond the sequential token-by-token processing of typical autoregressive Large Language Models (LLMs). Instead, it generates entire blocks of text simultaneously, delivering up to 4x faster text generation on GPUs. Built on the intelligence-per-parameter of the Gemma 4 family and Gemini Diffusion research, DiffusionGemma integrates a novel diffusion head designed to maximize generation speed. It is designed for researchers and developers exploring speed-critical, interactive local workflows such as in-line editing, rapid iteration, and non-linear text structures. By shifting the decode bottleneck from memory bandwidth to compute, it can generate more than 1,000 tokens per second on a single NVIDIA H100 and more than 700 tokens per second on an NVIDIA GeForce RTX 5090.

About

Inception Labs is pioneering the next generation of AI with diffusion-based large language models (dLLMs), a breakthrough in AI that offers 10x faster performance and 5-10x lower cost than traditional autoregressive models. Inspired by the success of diffusion models in image and video generation, Inception’s dLLMs introduce enhanced reasoning, error correction, and multimodal capabilities, allowing for more structured and accurate text generation. With applications spanning enterprise AI, research, and content generation, Inception’s approach sets a new standard for speed, efficiency, and control in AI-driven workflows.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Researchers and developers wanting to explore fast local text generation for interactive AI applications, rapid iteration, editing, and other latency-sensitive workflows

Audience

AI researchers, developers, and enterprises looking for high-speed, cost-efficient AI models with advanced reasoning, multimodal capabilities, and structured text generation for cutting-edge applications

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Google
Founded: 1998
United States
blog.google/innovation-and-ai/technology/developers-tools/diffusion-gemma-faster-text-generation/

Company Information

Inception Labs
Founded: 2024
United States
www.inceptionlabs.ai/

Alternatives

Mercury 2

Mercury 2

Inception

Alternatives

Mercury Coder

Mercury Coder

Inception Labs
Gemini Diffusion

Gemini Diffusion

Google DeepMind
Mercury Edit 2

Mercury Edit 2

Inception
Mercury Coder

Mercury Coder

Inception Labs
ByteDance Seed

ByteDance Seed

ByteDance
ByteDance Seed

ByteDance Seed

ByteDance
Gemini Diffusion

Gemini Diffusion

Google DeepMind

Categories

Categories

Integrations

Ejentum
Gemini Enterprise Agent Platform
Gemma
Mercury 2
Mercury Coder
Mercury Edit 2
NLWeb
NVIDIA NIM

Integrations

Ejentum
Gemini Enterprise Agent Platform
Gemma
Mercury 2
Mercury Coder
Mercury Edit 2
NLWeb
NVIDIA NIM
Claim DiffusionGemma and update features and information
Claim DiffusionGemma and update features and information
Claim Inception Labs and update features and information
Claim Inception Labs and update features and information