Bonsai ImagePrismML
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Related Products
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About
Bonsai is a cloud-based marketing measurement and automation platform that gives brands a highly accurate view of marketing performance across all channels while allowing full control to automate growth. On Bonsai’s platform, you can use advanced algorithms that train ad platforms (like Google and Meta) to buy clicks that are more likely to generate real business results, rather than just clicks, prioritizing high-value clicks based on attributes gleaned from past performance. They also provide built-in audience analytics, with automatic measurement of customer journeys (online and offline), segmentation by recency, frequency, monetization (RFM), geography, technology and behavior, without needing extra tracking code. For budget planning, Bonsai turns insights from its marketing mix modeling into actionable, profit-focused budget allocations, helping brands identify diminishing returns and optimize spend across channels.
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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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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
For modern brands and marketers (especially mid- to large-sized B2C companies) who want to consolidate data from multiple channels and automate ad buying
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Audience
Apple Silicon developers building private local image-generation apps that need compact diffusion models
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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
$1500 per month
Free Version
Free Trial
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Pricing
No information available.
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 InformationBonsai
Founded: 2025
USA
www.bonsaidata.io/platform
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Company InformationPrismML
Founded: 2026
United States
prismml.com
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Categories |
Categories |
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Integrations
Google
Google Cloud CDN
Google Cloud Marketplace
Meta Ads Manager
Microsoft Advertising
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Integrations
Google
Google Cloud CDN
Google Cloud Marketplace
Meta Ads Manager
Microsoft Advertising
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