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
Qwen-Image-3.0-Pro is an advanced image generation model that transforms both text and image inputs into intricate, information-rich visuals that serve functional purposes beyond mere visual appeal. It accommodates prompts of up to 4.5K tokens and allows for intricate information layouts, enabling the creation of complex compositions such as newspapers, storyboards, menus, and examinations in a single generation. This model prioritizes authenticity and detail, achieving precise text rendering down to 10 pixels while capturing fine visual characteristics like micro-expressions, skin textures, and even individual hair strands, rivaling the quality of professional photography. Additionally, Qwen-Image-3.0-Pro integrates extensive knowledge into its generation process, offering native text rendering capabilities in 12 languages and supporting over 20 different fonts. The model also realistically emulates popular digital interfaces, such as web pages, gaming environments, and live-stream settings, and it effectively incorporates external information to enhance the final image output. Its versatility makes it a powerful tool for various creative and functional applications.
API Access
Has API
API Access
Has API
Integrations
Qwen
Qwen Studio
QwenCloud
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
Alibaba
Founded
1999
Country
China
Website
www.qwencloud.com/models/qwen-image-3.0-pro