S

SD15 768

Developed by panopstor
An image generation model fine-tuned based on the Stable Diffusion 1.5 framework, optimized for high-resolution output stability and supports multiple aspect ratio image generation
Downloads 43
Release Time : 11/6/2023

Model Overview

This model is specifically optimized for generating standard 768x768 resolution images or images with equivalent total pixels in various aspect ratios, suitable for content creation in fields such as art, photography, and video games

Model Features

High-resolution optimization
Optimized for high-resolution outputs like 768x768 through multi-stage training strategies, reducing subject repetition issues
Batch aspect ratio adaptation
Utilizes EveryDream2 trainer's batch aspect ratio adaptation technology to significantly reduce cropping artifacts
Multi-domain training data
Trained on 30,000 curated images covering diverse themes including art, photography, and video games
Training optimization strategy
Adopts phased training schedules (40 epochs) and cosine annealing learning rate strategies, combined with 8bit optimizer for enhanced training efficiency

Model Capabilities

Text-to-image generation
High-resolution image generation
Multi-aspect ratio image generation
Art style transfer

Use Cases

Digital art creation
Concept art generation
Generate game/film concept art based on text descriptions
High-quality 768x768 resolution concept art
Commercial design
Advertising material generation
Quickly generate visual materials that meet marketing needs
Commercial-grade images in various aspect ratios
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