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Description
Izuran Pro serves as an AI assistant designed specifically for Apple Silicon Macs, operating either open-weight models on the user's device or via a model server located within the user's network. It seamlessly interacts with local files, folders, calendars, reminders, contacts, notes, emails, and various other enabled Mac applications; it effectively organizes tasks into projects, schedules and plans activities, and provides recommended modifications for user approval. The integrated MLX engine accommodates downloadable models like Qwen and Gemma, while allowing users to incorporate their own local model servers alongside customized MCP tools. Additional optional integrations include Gmail, Signal, Apple services, Philips Hue smart lighting, web searches through xAI, and payment processing via Link. An accompanying iPhone application facilitates conversations and permissions, although functionalities such as voice interaction and Apple Watch compatibility are still under development. Currently, Izuran Pro is available through an invitation-only private beta, and AIC also provides server deployment options tailored for private networks, catering specifically to offices and teams. This innovative assistant aims to enhance productivity by streamlining various tasks and workflows in a user-friendly manner.
Description
Qwen3.8-Flash-Next represents an open-weight multimodal Mixture-of-Experts architecture and serves as an initial glimpse into the design intended for Qwen4. This model strategically enhances attention mechanisms, residual pathways, embeddings, and optimization techniques to boost its capabilities, improve computational efficiency, expand model capacity, and ensure training stability. Its innovative hybrid architecture merges Gated DeltaNet, which adeptly compresses past information, with Qwen Sparse Attention, enabling the selection of significant context at a micro-block level to lessen both attention and indexing costs associated with lengthy sequences. The Gated Residual feature broadens the residual pathway into four streams, dynamically managing the flow of information across different layers. Additionally, the N-gram Embedding integrates large-scale local-pattern memory with minimal added computation per token, and it can be transferred to host memory for further efficiency. The model is structured around a 125B-parameter main network supplemented by 51B parameters dedicated to N-gram embeddings, activating only 6B parameters for each token processed. This sophisticated framework highlights the ongoing advancements in machine learning architectures, setting a promising stage for future developments.
API Access
Has API
Yes
API Access
Has API
Yes
Screenshots View All
No images available
Integrations
Model Context Protocol (MCP)
Yes
Alibaba Cloud
No
Alibaba Cloud Model Studio
No
Apple Mail
Yes
Apple Maps
Yes
Apple Music
Yes
Apple Photos
Yes
Cherry Studio
No
Gmail
Yes
Hermes Agent
No
Integrations
Model Context Protocol (MCP)
Yes
Alibaba Cloud
Yes
Alibaba Cloud Model Studio
Yes
Apple Mail
No
Apple Maps
No
Apple Music
No
Apple Photos
No
Cherry Studio
Yes
Gmail
No
Hermes Agent
Yes
Pricing Details
Private AI server packages include Izuran Pro, with pricing based on hardware configuration and support.
Free Trial
No
Free Version
No
Pricing Details
$2 per 1M (input)
Free Trial
No
Free Version
No
Deployment
Web-Based
No
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
Yes
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Ambition Innovation Creativity
Founded
2021
Country
United States
Website
izuran.ai/
Vendor Details
Company Name
Alibaba
Founded
1999
Country
China
Website
qwen.ai/blog
Product Features
Product Features
Alternatives
No Alternatives
