Segmind-Vega Model Card

Demo

Try out the Segmind-Vega model at Segmind-Vega for ⚡ fastest inference.

Model Description

The Segmind-Vega Model is a distilled version of the Stable Diffusion XL (SDXL), offering a remarkable 70% reduction in size and an impressive 100% speedup while retaining high-quality text-to-image generation capabilities. Trained on diverse datasets, including Grit and Midjourney scrape data, it excels at creating a wide range of visual content based on textual prompts.

Employing a knowledge distillation strategy, Segmind-Vega leverages the teachings of several expert models, including SDXL, ZavyChromaXL, and JuggernautXL, to combine their strengths and produce compelling visual outputs.

Image Comparison (Segmind-Vega vs SDXL)

Speed Comparison (Segmind-Vega vs SD-1.5 vs SDXL)

The tests were conducted on an A100 80GB GPU.(Note: All times are reported with the respective tiny-VAE!)

Parameters Comparison (Segmind-Vega vs SD-1.5 vs SDXL)

Usage:

This model can be used via the 🧨 Diffusers library.

Make sure to install diffusers by running