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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

Amige is a tool that assesses whether an image, video, or piece of text has been generated by AI. It operates by utilizing a weighted collection of independent detectors that combine their findings and highlight areas of disagreement. In instances where the evidence is inconclusive, it opts to state "uncertain" rather than making inaccurate assumptions. Each assessment is accompanied by a confidence percentage, a detailed breakdown from each detector, and an educated guess regarding which of over 90 generative models—such as Midjourney, Sora, Flux, or Stable Diffusion—was responsible for its creation. Additionally, it includes video detection capabilities that text-only checkers are unable to provide. This system also has the capacity to analyze C2PA Content Credentials and SynthID provenance. Users can access a free tier that permits up to three scans each day without requiring a credit card. Overall, Amige offers a comprehensive approach to verifying the authenticity of media content.

API Access

Has API

API Access

Has API

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Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

Free; Pass $9/month
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

amige.

Founded

2026

Country

Vietnam

Website

amige.app

Product Features

Product Features

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