If you’ve ever struggled to generate marketing visuals with legible multilingual text—or tried to edit a product image only to…
Text-to-Image Generation
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…
FlowTok: Unified Text-to-Image and Image-to-Text Generation with Compact 1D Tokens 1082
FlowTok reimagines cross-modal generation by collapsing the traditionally complex boundary between text and images into a streamlined, efficient process. Unlike…
Lumina-mGPT 2.0: A Standalone Autoregressive Image Generator That Unifies Multimodal Tasks Without Diffusion Dependencies 1076
In the ever-evolving landscape of generative AI, image synthesis has long been dominated by diffusion models—powerful, yet often complex, resource-intensive,…
AnyText: Generate and Edit Multilingual Text in AI Images with Pixel-Perfect Accuracy 4822
If you’ve ever tried using a standard AI image generator to create a poster, product mockup, or social media banner…
OmniGen2: Unified Open-Source Multimodal Generation for Text-to-Image, Editing, and In-Context Creation 3962
OmniGen2 is an open-source, unified generative model that seamlessly bridges text and vision in a single architecture. Unlike many multimodal…