Bonsai ImagePrismML
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About
Bonsai Image Ternary 4B MLX 2-bit is a ternary-weight text-to-image diffusion transformer deployment for Apple Silicon. It is built as a quality-oriented Bonsai Image variant, using ternary {−1, 0, +1} transformer weights with FP16 group-wise scaling in the matrix-heavy transformer layers, including Q/K/V projections, output projections, and MLP weights. The model reduces the FLUX.2 Klein 4B transformer from 7.75 GB FP16 to a 1.21 GB Bonsai Image transformer, a 6.4× smaller footprint, while keeping visual quality and prompt fidelity close to the original model. The Apple Silicon deployment payload is 3.88 GB, including the MLX 2-bit diffusion transformer, a 4-bit Qwen3-4B text encoder, and an FP16 Flux2 VAE. After prompt encoding, the text encoder is offloaded, so the denoising loop only keeps the compact transformer and VAE resident. The model uses a 4-step FlowMatchEuler sampler with guidance 1.0 and shift 3.0, with no CFG and no negative prompts required.
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About
OmniGen AI lets you transform text descriptions into stunning visuals and seamlessly edit images within a single, unified framework. Simply enter your text prompt, optionally embedding reference images with a simple syntax, then click “generate” to harness its advanced text-to-image model, which processes text and visual inputs simultaneously without extra modules. You can remove backgrounds, change outfits, add or remove objects, or apply virtual try-ons with Magic Tools and AI Image Flux.1, and even create lip-synced video from your images. OmniGen AI excels at high-quality, professional-grade output, offering precise control through detailed prompts, interactive editing options, and real-time previews. Its intuitive web interface guides you from prompt entry and image upload to one-click download of high-resolution creations, while an open source codebase ensures continuous innovation and community collaboration.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Apple Silicon developers building private local image-generation apps that need compact diffusion models
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Audience
Creative professionals, digital artists, and developers interested in a solution to generate, edit, and conditionally transform images from text and visual inputs
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
$6.90 per month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationPrismML
Founded: 2026
United States
prismml.com
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Company InformationOmniGen AI
United States
omnigenai.org
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Categories |
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Integrations
FLUX.1
FLUX.2
Microsoft Excel
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