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Average Ratings 0 Ratings

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features
design
support

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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

Stable Diffusion is a generative image model family from Stability AI designed to help users create high-quality images across many styles and use cases. The models can generate photography, 3D visuals, paintings, line art, illustrations, product concepts, branded assets, and other creative outputs from text prompts. Stable Diffusion is built for strong prompt following, giving users more control over the final image and making it useful for detailed creative direction. The model family includes options optimized for professional image quality, faster generation, and customization on consumer hardware. Users can deploy Stable Diffusion through a self-hosted license, integrate it through the Stability AI API, access it through cloud partners, or use it in web-based creative tools. Stability AI also offers image editing APIs and tools for editing uploaded or generated images. These tools support object erasing, inpainting, outpainting, upscaling, sketch-based generation, structural control, and style control. Stable Diffusion can support workflows such as brand style creation, product photography, concept art, marketing visuals, app experiences, creative tools, and enterprise image generation. By combining flexible deployment, image generation, editing, and customization, Stable Diffusion gives teams a powerful foundation for building and scaling AI-powered visual creation.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Airt No 
Akuma No 
Azure Marketplace No 
BlueGPT No 
ChatLabs No 
DreamStudio No 
Helix AI No 
LlamaIndex No 
Magica No 
MindMac No 
Mobile Diffusion No 
NanoGPT No 
OctiAI No 
Overseer AI No 
PXZ AI No 
Prompt Builder No 
PromptHero No 
RenderFlow AI No 
Thunder Compute No 
TypeThink No 

Integrations

Airt Yes 
Akuma Yes 
Azure Marketplace Yes 
BlueGPT Yes 
ChatLabs Yes 
DreamStudio Yes 
Helix AI Yes 
LlamaIndex Yes 
Magica Yes 
MindMac Yes 
Mobile Diffusion Yes 
NanoGPT Yes 
OctiAI Yes 
Overseer AI Yes 
PXZ AI Yes 
Prompt Builder Yes 
PromptHero Yes 
RenderFlow AI Yes 
Thunder Compute Yes 
TypeThink Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$0.2 per image
Free Trial Yes 
Free Version No 

Deployment

Web-Based No 
On-Premises Yes 
iPhone App Yes 
iPad App Yes 
Android App Yes 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

PrismML

Founded

2026

Country

United States

Website

prismml.com

Vendor Details

Company Name

Stability AI

Founded

2019

Country

United Kingdom

Website

stability.ai/stable-image

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