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
Bonsai is a leading technology company that specializes in providing tailored search solutions for organizations and communities around the globe. By partnering with Bonsai, your business can offer its customers an exceptional search experience. We provide your team with reliable access to skilled engineers and oversee your search operations through a robust platform known for its unmatched reliability, allowing you to allocate your internal resources to other critical areas. There’s immense peace of mind that comes from knowing that your essential processes are being expertly handled. Additionally, this approach can save you significant staff hours, granting your engineers the flexibility to focus on other vital projects. Our unique fully managed service ensures that you receive regular and consistent communication through various channels. With Bonsai supporting you, it feels as though you've expanded your workforce to include a dedicated team of search specialists, enhancing your overall operational efficiency. This collaboration not only boosts your search capabilities but also drives innovation within your organization.
API Access
Has API
API Access
Has API
Integrations
CloudForecast
Wufoo
Zapier
Pricing Details
No price information available.
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
PrismML
Founded
2026
Country
United States
Website
prismml.com/news/bonsai-27b
Vendor Details
Company Name
One More Cloud
Country
United States
Website
bonsai.io
Product Features
Product Features
Enterprise Search
AI / Machine Learning
Faceted Search / Filtering
Full Text Search
Fuzzy Search
Indexing
Text Analytics
eDiscovery
Alternatives
No Alternatives