Bonsai Image

Bonsai Image

PrismML
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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.

About

Ternary is the world’s first native FinOps cloud cost optimization tool. Built for Google Cloud on Google Cloud. Make better decisions, spend wisely and build a culture of accountability, collaboration and trust between finance and engineering teams. FinOps is the operating model for managing the variable spend of cloud, a combination of systems, best practices, and culture that ensures companies get the most value out of every cloud dollar spent. Ternary can help you at any stage of your FinOps journey. Ternary is creating tools at the intersection of finance and engineering with features based on FinOps principles. Ternary provides the missing bridge between finance and engineering that allows for visibility and context across teams. Ternary has workflows that provide visibility, encourage collaboration and accountability in order to help you easily monitor, prioritize and track cost optimizations to completion across an organization.

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

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

Audience

Companies and businesses searching for a cloud cost optimization solution to manage their cloud budgets

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

No information available.
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

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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

PrismML
Founded: 2026
United States
prismml.com

Company Information

Ternary
United States
ternary.app/

Alternatives

Bonsai 27B

Bonsai 27B

PrismML

Alternatives

FLUX.2 [klein]

FLUX.2 [klein]

Black Forest Labs
FLUX.1

FLUX.1

Black Forest Labs
Qwen-Image

Qwen-Image

Alibaba

Categories

Categories

Integrations

Cloudera DataFlow
Google Cloud BigQuery
Google Cloud Dataflow
Google Cloud Managed Service for Apache Spark
Google Cloud Platform
Google Cloud Storage
Google Compute Engine
Google Kubernetes Engine (GKE)
Kubernetes
OpenOps

Integrations

Cloudera DataFlow
Google Cloud BigQuery
Google Cloud Dataflow
Google Cloud Managed Service for Apache Spark
Google Cloud Platform
Google Cloud Storage
Google Compute Engine
Google Kubernetes Engine (GKE)
Kubernetes
OpenOps
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