Bonsai 27BPrismML
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Bonsai.ioOne More Cloud
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Related Products
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About
Bonsai 27B is the new multimodal flagship of the Bonsai family and the first 27B-class model to run on a phone. Based on Qwen3.6 27B, it brings a new capability tier to local devices: multi-step reasoning, structured tool calls, vision tasks, and computer-use agentic loops that stay coherent across many steps. Bonsai 27B comes in two variants. Ternary Bonsai 27B uses ternary weights with FP16 group-wise scaling, giving 1.71 effective bits per weight and a 5.9 GB footprint for the quality-oriented laptop-class version. 1-bit Bonsai 27B uses binary weights with the same group-wise scaling, giving 1.125 effective bits per weight and a 3.9 GB footprint that fits within the memory budget of an iPhone 17 Pro. Both variants run end-to-end across the language network, embeddings, attention, MLPs, and LM head with no higher-precision escape hatches. They are multimodal, with a compact 4-bit vision tower, so on-device workflows can understand screenshots, documents, and camera input.
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About
Bonsai is an expert technology firm specializing in crafted search solutions for communities and businesses across the world. Bonsai ensures that your business is equipped to serve your customers and end users the best search imaginable. We support your team with consistent access to top-level engineers and manage your search through a leading platform with unrivaled stability — allowing you the freedom to deploy internal resources to other areas of your business. Nothing is more reassuring than knowing your mission-critical processes are flawlessly and expertly managed. And you’ll save thousands of staff hours, opening up the freedom to deploy your engineers to other areas of your business. With our one-of-a-kind, fully managed service, you’ll have regular, consistent contact with us via multiple channels. When Bonsai is in your corner, it’s like adding a whole team of search experts to your staff.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Mobile AI developers who need a local multimodal model for private on-device reasoning, tool use, vision, and agentic workflows
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Audience
Elasticsearch and opensearch solution for businesses
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
$20 per month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationPrismML
Founded: 2026
United States
prismml.com/news/bonsai-27b
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Company InformationOne More Cloud
United States
bonsai.io
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Categories |
Categories |
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Enterprise Search Features
AI / Machine Learning
eDiscovery
Faceted Search / Filtering
Full Text Search
Fuzzy Search
Indexing
Text Analytics
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Integrations
CloudForecast
Wufoo
Zapier
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