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The official implementation of Diffusion-KTO: Aligning Diffusion Models by Optimizing Human Utility

Python 55 1 Updated Jan 22, 2025

COYO-700M: Large-scale Image-Text Pair Dataset

Python 1,228 38 Updated Nov 30, 2022

Official inference repo for FLUX.1 models

Python 23,221 1,666 Updated Jul 1, 2025

The official implementation of Self-Play Fine-Tuning (SPIN)

Python 1,168 102 Updated May 8, 2024

[ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

Python 1,171 55 Updated Mar 16, 2025

Generative Models by Stability AI

Python 26,116 2,909 Updated May 20, 2025

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

Python 2,098 243 Updated Sep 8, 2024

Implementation of Multi-View Information Bottleneck

Jupyter Notebook 133 19 Updated May 27, 2020

Personalize Anything for Free with Diffusion Transformer

Jupyter Notebook 334 9 Updated Mar 20, 2025

Implementation of paper: Flux Already Knows – Activating Subject-Driven Image Generation without Training

Python 38 5 Updated May 22, 2025

A collection of resources on personalized image generation.

176 7 Updated Jun 25, 2025

[ICLR 2025] Official implementation of MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance

Python 283 14 Updated Apr 14, 2025

Code release for paper "Test-Time Training Done Right"

Python 166 8 Updated Jun 30, 2025

Pytorch Implementation of "SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation"(CVPR 2024)

Python 122 11 Updated Jul 22, 2024

Official Implementation of Diffusion Step Annealing (DiSA) in Autoregressive Image Generation

Jupyter Notebook 138 Updated May 27, 2025

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Python 34,637 4,943 Updated Jul 4, 2025

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

Python 7,882 1,287 Updated Jul 23, 2024

Open-source unified multimodal model

Python 4,461 375 Updated Jul 2, 2025

EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM

Jupyter Notebook 61 Updated Apr 3, 2025

[ICLR 2025] Official code implementation of DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Python 113 Updated Feb 23, 2025
Python 110 8 Updated Dec 18, 2023

A SOTA open-source image editing model, which aims to provide comparable performance against the closed-source models like GPT-4o and Gemini 2 Flash.

Python 1,487 62 Updated Jun 26, 2025

[ECCV 2024] Official implementation of the paper "Semantic-SAM: Segment and Recognize Anything at Any Granularity"

Python 2,652 140 Updated Jul 19, 2024

[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

Python 8,374 846 Updated Aug 12, 2024

Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

Python 2,139 174 Updated Aug 20, 2022

The official repository for our ICLR2024 paper, DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation

Jupyter Notebook 57 2 Updated Dec 25, 2024

Consistent Subject Generation via Contrastive Instantiated Concepts

9 Updated Mar 18, 2025

3D mesh stylization driven by a text input in PyTorch

Jupyter Notebook 959 136 Updated May 19, 2024

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

Jupyter Notebook 6,088 386 Updated Jun 28, 2024

Vector (and Scalar) Quantization, in Pytorch

Python 3,373 270 Updated Jun 16, 2025
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