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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
The Portable Computer serves as a local-first alternative to the Perplexity Computer, operating entirely on your personal device to ensure that sensitive information remains private while still accommodating sophisticated workflows. In collaboration with NVIDIA, it effectively manages various functionalities such as the orchestrator, planner, tool router, scheduler, durable task queue, local search index, and AI models, all executed locally. This enables it to perform data analysis, file synthesis, document and code searching, and execute tasks directly on the device, maintaining long-running processes without needing cloud connectivity. It is designed to operate on NVIDIA DGX Spark, utilizing either Qwen 3.8 27B or PPLX 27B models, with the addition of NVIDIA Nemotron 3.5 Lightning to enhance model selection. The system is optimized to carry out as many operations as possible locally, only escalating tasks that require real-time data, internet browsing, integration with other applications, or advanced reasoning capabilities. Additionally, when there’s a need to transmit any information from the device to a cloud-based service, the Portable Computer will first seek user consent before continuing with the action, ensuring user control over data sharing. This thoughtful approach not only emphasizes privacy but also enhances user confidence in managing their data securely.
API Access
Has API
API Access
Has API
Integrations
Asana
Dropbox
Gemini Enterprise Agent Platform
Gemma
GitHub
Gmail
Google Drive
Jira
Linear
Microsoft Excel
Integrations
Asana
Dropbox
Gemini Enterprise Agent Platform
Gemma
GitHub
Gmail
Google Drive
Jira
Linear
Microsoft Excel
Pricing Details
Free
Free Trial
Free Version
Pricing Details
$20 per month
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
Perplexity
Founded
2022
Country
United States
Website
www.perplexity.ai/hub/products/portable-computer