Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Description

The Bonsai Image Ternary 4B MLX 2-bit is a text-to-image diffusion transformer specifically designed for deployment on Apple Silicon, emphasizing quality in its Bonsai Image variant. This model utilizes ternary weights of {−1, 0, +1} along with FP16 group-wise scaling in its transformer layers, which encompass Q/K/V projections, output projections, and MLP weights. Notably, it reduces the size of the FLUX.2 Klein 4B transformer from 7.75 GB FP16 to just 1.21 GB, achieving a remarkable 6.4× smaller footprint while maintaining visual quality and fidelity to prompts akin to the original model. The deployment package for Apple Silicon is 3.88 GB, which includes the MLX 2-bit diffusion transformer, a 4-bit Qwen3-4B text encoder, and an FP16 Flux2 VAE. After the text encoder handles prompt encoding, it is offloaded to ensure that only the compact transformer and VAE remain in memory during the denoising loop. Furthermore, the model employs a 4-step FlowMatchEuler sampler with guidance set at 1.0 and a shift of 3.0, eliminating the need for CFG and negative prompts, thus streamlining the generation process for enhanced user experience. Overall, this innovation represents a significant advancement in efficient and effective image generation technology.

Description

Bonsai is a leading technology company that specializes in providing tailored search solutions for organizations and communities around the globe. By partnering with Bonsai, your business can offer its customers an exceptional search experience. We provide your team with reliable access to skilled engineers and oversee your search operations through a robust platform known for its unmatched reliability, allowing you to allocate your internal resources to other critical areas. There’s immense peace of mind that comes from knowing that your essential processes are being expertly handled. Additionally, this approach can save you significant staff hours, granting your engineers the flexibility to focus on other vital projects. Our unique fully managed service ensures that you receive regular and consistent communication through various channels. With Bonsai supporting you, it feels as though you've expanded your workforce to include a dedicated team of search specialists, enhancing your overall operational efficiency. This collaboration not only boosts your search capabilities but also drives innovation within your organization.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

CloudForecast
Wufoo
Zapier

Integrations

CloudForecast
Wufoo
Zapier

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

$20 per month
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

PrismML

Founded

2026

Country

United States

Website

prismml.com

Vendor Details

Company Name

One More Cloud

Country

United States

Website

bonsai.io

Product Features

Product Features

Enterprise Search

AI / Machine Learning
Faceted Search / Filtering
Full Text Search
Fuzzy Search
Indexing
Text Analytics
eDiscovery

Alternatives

FLUX.2 [klein] Reviews

FLUX.2 [klein]

Black Forest Labs

Alternatives

Bonsai 27B Reviews

Bonsai 27B

PrismML
FLUX.1 Reviews

FLUX.1

Black Forest Labs
GPTBots.ai Reviews

GPTBots.ai

GPTBots