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What is Bonsai Image?

The Bonsai Image Ternary 4B MLX 2-bit is a specialized text-to-image diffusion transformer optimized for Apple Silicon, prioritizing high-quality output in its Bonsai Image iteration. By leveraging ternary weights of {−1, 0, +1} alongside FP16 group-wise scaling within its transformer architecture, which includes Q/K/V projections, output projections, and MLP weights, it achieves notable efficiency. This model successfully compresses the FLUX.2 Klein 4B transformer from a hefty 7.75 GB FP16 down to a mere 1.21 GB, resulting in an impressive 6.4× reduction in size while still preserving visual quality and prompt fidelity similar to the original version. The deployment package tailored for Apple Silicon weighs in at 3.88 GB, encompassing the MLX 2-bit diffusion transformer, a 4-bit Qwen3-4B text encoder, and an FP16 Flux2 VAE. Once the text encoder processes the prompt encoding, it is offloaded, ensuring that only the compact transformer and VAE are retained in memory throughout the denoising loop. Additionally, this model incorporates a 4-step FlowMatchEuler sampler with guidance set at 1.0 and a shift of 3.0, effectively eliminating the requirement for CFG and negative prompts, which simplifies the generation process and enhances the overall user experience. Overall, this development marks a noteworthy leap forward in the quest for efficient and high-quality image generation technology, making it accessible for a broader range of applications. Furthermore, the advancements made in this model illustrate the ongoing evolution in the field of machine learning and image synthesis.

What is Bonsai?

Bonsai functions as a cloud-based platform dedicated to marketing measurement and automation, providing brands with detailed insights into their marketing performance across multiple channels and allowing them to streamline their growth strategies. By employing advanced algorithms, Bonsai directs advertising platforms like Google and Meta to emphasize clicks that are more likely to result in significant business results rather than merely increasing click numbers, thereby prioritizing valuable interactions based on historical data. The platform also incorporates comprehensive audience analytics that automatically monitors customer journeys in both online and offline environments, enabling segmentation by recency, frequency, monetization (RFM), geography, technology, and user behavior without the need for extra tracking codes. For budget-conscious brands, Bonsai translates insights gained from its marketing mix modeling into actionable, profit-driven budgeting strategies, helping businesses identify areas with declining returns and optimize their expenditures across various channels. This comprehensive methodology not only empowers brands to make data-driven decisions but also enhances their ability to thrive and sustain growth in an increasingly competitive market landscape. By leveraging these innovative features, companies can better align their marketing efforts with their overarching business objectives.

Media

Media

Integrations Supported

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

Integrations Supported

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

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$1500 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

PrismML

Date Founded

2026

Company Location

United States

Company Website

prismml.com

Company Facts

Organization Name

Bonsai

Date Founded

2025

Company Location

USA

Company Website

www.bonsaidata.io/platform

Categories and Features

Categories and Features

Marketing Analytics

A/B Testing
Campaign Management
Channel Attribution
Customer Journey Mapping
Dashboard
Performance Metrics
Predictive Analytics
ROI Tracking
Social Media Metrics
Website Analytics

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