Bonsai ImagePrismML
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Bonsai.ioOne More Cloud
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About
Bonsai Image Ternary 4B MLX 2-bit is a ternary-weight text-to-image diffusion transformer deployment for Apple Silicon. It is built as a quality-oriented Bonsai Image variant, using ternary {−1, 0, +1} transformer weights with FP16 group-wise scaling in the matrix-heavy transformer layers, including Q/K/V projections, output projections, and MLP weights. The model reduces the FLUX.2 Klein 4B transformer from 7.75 GB FP16 to a 1.21 GB Bonsai Image transformer, a 6.4× smaller footprint, while keeping visual quality and prompt fidelity close to the original model. The Apple Silicon deployment payload is 3.88 GB, including the MLX 2-bit diffusion transformer, a 4-bit Qwen3-4B text encoder, and an FP16 Flux2 VAE. After prompt encoding, the text encoder is offloaded, so the denoising loop only keeps the compact transformer and VAE resident. The model uses a 4-step FlowMatchEuler sampler with guidance 1.0 and shift 3.0, with no CFG and no negative prompts required.
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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
Apple Silicon developers building private local image-generation apps that need compact diffusion models
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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
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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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