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Mlx FLUX.1 Schnell 4bit Quantized
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Mlx FLUX.1 Schnell 4bit Quantized

Developed by argmaxinc
A 4-bit quantized text-to-image generation model optimized for the MLX framework, supporting efficient image generation
Text-to-Image EnglishOpen Source License:Apache-2.0#4-bit quantized image generation#Apple MLX optimized#Cinematic rendering
Downloads 1,644
Release Time : 8/20/2024

Model Overview

This model is the 4-bit quantized version of FLUX.1-schnell, specifically optimized for the Apple MLX framework, capable of generating high-quality images from text descriptions. It employs the nn.quantize function to quantize the mmdit module, improving operational efficiency while maintaining generation quality.

Model Features

4-bit quantization optimization
Uses MLX's nn.quantize function for 4-bit quantization (default group_size=64), significantly reducing model size and memory usage
Apple MLX framework support
Specially optimized for the Apple MLX framework, enabling efficient operation on Apple devices
High-quality image generation
Capable of generating high-quality images with cinematic-level details from text prompts

Model Capabilities

Text-to-image generation
High-resolution image generation
Scene detail rendering

Use Cases

Creative design
Product concept visualization
Quickly generate product concept images, such as the MacBook Pro scene in the example
Produces product renderings with cinematic depth and detail
Digital art creation
Scene art creation
Generate complex scene images from text descriptions
As shown in the example of a dimly lit room scene, featuring intricate lighting and material details
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