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
Bonsai is a leading technology company that specializes in providing tailored search solutions for organizations and communities around the globe. By partnering with Bonsai, your business can offer its customers an exceptional search experience. We provide your team with reliable access to skilled engineers and oversee your search operations through a robust platform known for its unmatched reliability, allowing you to allocate your internal resources to other critical areas. There’s immense peace of mind that comes from knowing that your essential processes are being expertly handled. Additionally, this approach can save you significant staff hours, granting your engineers the flexibility to focus on other vital projects. Our unique fully managed service ensures that you receive regular and consistent communication through various channels. With Bonsai supporting you, it feels as though you've expanded your workforce to include a dedicated team of search specialists, enhancing your overall operational efficiency. This collaboration not only boosts your search capabilities but also drives innovation within your organization.
API Access
Has API
Yes
API Access
Has API
No
Integrations
CloudForecast
No
Wufoo
No
Zapier
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
$20 per month
Free Trial
No
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
Yes
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
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
One More Cloud
Country
United States
Website
bonsai.io
Product Features
Product Features
Enterprise Search
AI / Machine Learning
Yes
Faceted Search / Filtering
Yes
Full Text Search
Yes
Fuzzy Search
Yes
Indexing
Yes
Text Analytics
No
eDiscovery
No