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[Tutorial] Few-Step Distillation for Text-to-Image Generation: A Practical Guide

Python 271 15 Updated Dec 16, 2025
80 3 Updated Dec 12, 2025

iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation

Python 180 10 Updated Dec 1, 2025

The first Interleaved framework for textual reasoning within the visual generation process

153 1 Updated Nov 21, 2025

The ultimate training toolkit for finetuning diffusion models

Python 8,517 997 Updated Dec 24, 2025
Python 7,876 464 Updated Dec 25, 2025

UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios

Python 94 1 Updated Dec 17, 2025

Depth Anything 3

Python 3,692 321 Updated Dec 12, 2025

DiffusionNFT: Online Diffusion Reinforcement with Forward Process

Python 513 16 Updated Sep 22, 2025
Python 1,742 77 Updated Dec 16, 2025

HunyuanImage-3.0: A Powerful Native Multimodal Model for Image Generation

Python 2,611 124 Updated Oct 31, 2025

Directly Aligning the Full Diffusion Trajectory with Fine-Grained Human Preference

Python 1,232 41 Updated Oct 26, 2025

[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation

Python 3,027 239 Updated Dec 15, 2025

Official implementation of Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning

Python 196 8 Updated Dec 24, 2025

Official implementation of HPSv3: Towards Wide-Spectrum Human Preference Score (ICCV2025)

Python 245 13 Updated Dec 5, 2025

This repository provides stand-alone visualisation utilities for probability distributions in log-SNR (λ) space, as used by recent diffusion models such as SD3 / FLUX and Style-Friendly SNR Sampler…

Python 5 Updated Aug 5, 2025

Qwen-Image is a powerful image generation foundation model capable of complex text rendering and precise image editing.

Python 6,527 367 Updated Dec 24, 2025

Lumina-Image 2.0: A Unified and Efficient Image Generative Framework

Python 844 58 Updated Nov 3, 2025

CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models (NeurIPS 2025)

Python 169 12 Updated Nov 4, 2025

Use Kimi latest model(kimi-k2-0711-preview) to drive your Claude Code.

Shell 1,645 120 Updated Jul 15, 2025

Official Implementation of Paper Transfer between Modalities with MetaQueries

Python 281 9 Updated Oct 12, 2025

Skywork-R1V is an advanced multimodal AI model series developed by Skywork AI, specializing in vision-language reasoning.

Python 3,133 274 Updated Dec 15, 2025

Scaling Preference Data Curation via Human-AI Synergy

134 1 Updated Jul 3, 2025

Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework

Python 876 47 Updated Jul 1, 2025

[NeurIPS 2025] An official implementation of Flow-GRPO: Training Flow Matching Models via Online RL

Python 1,782 105 Updated Nov 4, 2025

ComfyUI-PosterCraft is now available in ComfyUI, PosterCraft is a unified framework for high-quality aesthetic poster generation that excels in precise text rendering, seamless integration of abstr…

Python 18 2 Updated Jun 26, 2025
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