Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
Bonsai 27B stands as the latest multimodal flagship in the Bonsai lineup, marking the debut of a 27B-class model designed to operate on mobile devices. Built on the foundation of Qwen3.6 27B, it introduces an elevated level of capability for local devices, featuring advanced multi-step reasoning, structured tool interactions, vision tasks, and agentic loops for computer use that maintain coherence throughout multiple steps. The Bonsai 27B is available in two distinct variants. The Ternary Bonsai 27B employs ternary weights combined with FP16 group-wise scaling, achieving an effective weight of 1.71 bits and occupying a 5.9 GB footprint, suitable for high-performance laptop applications. In contrast, the 1-bit Bonsai 27B utilizes binary weights with identical group-wise scaling, resulting in an effective weight of 1.125 bits and a more compact 3.9 GB footprint, making it compatible with the memory constraints of devices like the iPhone 17 Pro. Both models operate seamlessly across the entire language network, including embeddings, attention mechanisms, MLPs, and the language model head, without resorting to higher-precision alternatives. They also feature a compact 4-bit vision tower, enabling on-device workflows to effectively interpret screenshots, documents, and camera inputs, enhancing user interaction and productivity. This innovative approach underscores Bonsai 27B's commitment to pushing the boundaries of mobile AI capabilities.
Description
Command A Vision is an enterprise-focused multimodal AI solution from Cohere that merges image interpretation with language processing to enhance business results while minimizing computing expenses; this addition to the Command suite introduces vision analysis, enabling companies to decode and respond to visual materials alongside textual information. Seamlessly integrating with workplace systems, it helps uncover insights, enhance productivity, and facilitate smarter search and discovery, firmly placing itself within Cohere’s extensive AI ecosystem. The solution is designed to leverage real-world workflows, aiding teams in harmonizing various multimodal signals, deriving meaningful insights from visual data and its accompanying metadata, and presenting pertinent business intelligence without incurring heavy infrastructure costs. Command A Vision is particularly adept at interpreting and examining a diverse array of visual and multilingual information, such as charts, graphs, tables, and diagrams, showcasing its versatility for various business applications. As a result, organizations can maximize their operational efficiency and make informed decisions based on a comprehensive understanding of both visual and textual data.
API Access
Has API
API Access
Has API
Integrations
No details available.
Integrations
No details available.
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
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
PrismML
Founded
2026
Country
United States
Website
prismml.com/news/bonsai-27b
Vendor Details
Company Name
Cohere AI
Founded
2019
Country
Canada
Website
cohere.com/blog/command-a-vision
Product Features
Product Features
Computer Vision
Blob Detection & Analysis
Building Tools
Image Processing
Multiple Image Type Support
Reporting / Analytics Integration
Smart Camera Integration
Alternatives
No Alternatives