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

Stable Video Diffusion has been developed to cater to a variety of video-related needs across sectors like media, entertainment, education, and marketing. This innovative tool allows users to convert textual and visual inputs into dynamic scenes, transforming ideas into cinematic experiences. Now, Stable Video Diffusion can be accessed under a non-commercial community license (the “License”), which is detailed here. Stability AI is providing Stable Video Diffusion at no cost, including the model code and weights, for research and non-commercial endeavors. It’s important to note that your engagement with Stable Video Diffusion must adhere to the terms set forth in the License, which encompasses usage and content limitations outlined in Stability’s Acceptable Use Policy. Furthermore, this initiative aims to encourage creativity and exploration within the community while ensuring responsible usage.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

ClipZap
Kubrix
Stability AI
Stable Diffusion
fal

Integrations

ClipZap
Kubrix
Stability AI
Stable Diffusion
fal

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
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

Stability AI

Founded

2019

Country

United Kingdom

Website

stability.ai/stable-video

Product Features

Product Features

Alternatives

FLUX.2 [klein] Reviews

FLUX.2 [klein]

Black Forest Labs

Alternatives

Bonsai 27B Reviews

Bonsai 27B

PrismML
Grok Imagine Reviews

Grok Imagine

SpaceXAI
FLUX.1 Reviews

FLUX.1

Black Forest Labs
Stable Diffusion Reviews

Stable Diffusion

Stability AI
Sora Reviews

Sora

OpenAI