The rapid evolution of AI-driven image generation has unlocked incredible creative potential—but often at a steep cost: slow inference, massive…
Text-to-Image Generation
Decoupled DMD: Unlock Ultra-Fast, High-Quality Image Generation with 8-Step Distillation 8234
If you’re building or evaluating text-to-image systems that demand both speed and visual fidelity, Decoupled DMD offers a breakthrough in…
RPG-DiffusionMaster: Generate Complex, Compositional Images from Text—No Retraining Needed 1823
Text-to-image generation has made remarkable strides, yet even state-of-the-art models like DALL·E 3 or Stable Diffusion XL (SDXL) often stumble…
LyCORIS: Customize Stable Diffusion Without Retraining the Whole Model – Flexible, Lightweight Fine-Tuning for Text-to-Image Generation 2413
If you’re working with text-to-image models like Stable Diffusion, you’ve likely faced the trade-off between customization and efficiency. Full fine-tuning…
Qwen-Image: Generate and Edit Images with Perfect Text—Even in Chinese 6339
If you’ve ever struggled to generate marketing visuals with legible multilingual text—or tried to edit a product image only to…
HunyuanImage-3.0: The Largest Open-Source Multimodal Image Generator with Native Reasoning and MoE Architecture 2562
HunyuanImage-3.0 is a groundbreaking open-source image generation model developed by Tencent. Unlike traditional diffusion-based approaches, it builds a native multimodal…
Versatile Diffusion: One Unified Model for Text-to-Image, Image-to-Text, and Creative Variations 1334
In today’s fast-evolving AI landscape, most generative systems are built for a single task—whether that’s turning text into images, editing…
InstantStyle: Effortless, Tuning-Free Style Preservation for Text-to-Image Generation 1969
InstantStyle is a breakthrough framework that enables high-fidelity, style-consistent image generation without requiring any model retraining or per-image tuning. Built…
OmniGen: One Unified Model for All Image Generation Tasks—No Plugins, No Preprocessing, Just Prompts 4282
Modern image generation is powerful—but fragmented. Depending on your goal—generating from text, editing existing images, preserving a person’s identity, or…
Flow-GRPO: Boost Text-to-Image Accuracy with Online RL—Without Sacrificing Quality or Diversity 1720
If you’ve ever struggled with diffusion models failing to follow detailed prompts—like “a golden retriever sitting to the left of…