Bonsai Image

Bonsai Image

PrismML
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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.

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.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

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

Audience

Apple Silicon developers building private local image-generation apps that need compact diffusion models

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$1500 per month
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Bonsai
Founded: 2025
USA
www.bonsaidata.io/platform

Company Information

PrismML
Founded: 2026
United States
prismml.com

Alternatives

Bonsai 27B

Bonsai 27B

PrismML

Alternatives

Bonsai 27B

Bonsai 27B

PrismML
FLUX.2 [klein]

FLUX.2 [klein]

Black Forest Labs
Bonsai.io

Bonsai.io

One More Cloud
Bonsai Image

Bonsai Image

PrismML
FLUX.1

FLUX.1

Black Forest Labs
Qwen-Image

Qwen-Image

Alibaba

Categories

Categories

Integrations

Google
Google Cloud CDN
Google Cloud Marketplace
Meta Ads Manager
Microsoft Advertising

Integrations

Google
Google Cloud CDN
Google Cloud Marketplace
Meta Ads Manager
Microsoft Advertising
Claim Bonsai and update features and information
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Claim Bonsai Image and update features and information