Average Ratings 0 Ratings
Average Ratings 0 Ratings
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
OmniGen AI empowers users to convert text descriptions into captivating visuals and effortlessly modify images within an integrated platform. You just need to input your text prompt and have the option to include reference images using a straightforward syntax; then, with a click on “generate,” you can take advantage of its sophisticated text-to-image technology, which simultaneously processes both textual and visual data without the need for additional modules. This platform allows for background removal, outfit changes, object manipulation, and virtual try-ons using Magic Tools and AI Image Flux, in addition to the capability to produce lip-synced videos from your images. OmniGen AI stands out for delivering high-quality, professional results, providing users with fine-tuned control through specific prompts, interactive editing features, and live previews. Its user-friendly web interface guides you seamlessly from entering prompts and uploading images to the one-click download of your high-resolution creations, while an open-source framework promotes ongoing innovation and collaboration within the community. Moreover, this tool is designed to cater to both novices and experts, ensuring that everyone can harness its powerful features for their creative endeavors.
API Access
Has API
Yes
API Access
Has API
No
Integrations
FLUX.1
No
FLUX.2
No
Microsoft Excel
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
$6.90 per month
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)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
Yes
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
OmniGen AI
Country
United States
Website
omnigenai.org