从零手搓Flow Matching（Rectified Flow）
☆643Dec 10, 2025Updated 9 months ago
Alternatives and similar repositories for rectified-flow
Users that are interested in rectified-flow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 从零手搓扩散模型薛定谔桥☆98Sep 10, 2024Updated 2 years ago
- A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes…☆4,776Jan 5, 2026Updated 8 months ago
- Official Implementation of Rectified Flow (ICLR2023 Spotlight)☆1,651Jul 20, 2024Updated 2 years ago
- TorchCFM: a Conditional Flow Matching library☆2,590Jul 20, 2026Updated 2 months ago
- PyTorch implementation of MeanFlow & iMF (one-step generative modeling).☆1,204Jul 1, 2026Updated 2 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A summary of related works about flow matching, stochastic interpolants☆697Apr 12, 2026Updated 5 months ago
- 童发发的大模型学习之旅☆138Aug 9, 2025Updated last year
- Implementation of rectified flow and some of its followup research / improvements in Pytorch☆487Updated this week
- [NeurIPS 2025] An official implementation of Flow-GRPO: Training Flow Matching Models via Online RL☆2,536May 7, 2026Updated 4 months ago
- ☆35Feb 8, 2026Updated 7 months ago
- Vabs-Net: Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains☆17Sep 12, 2024Updated 2 years ago
- [ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think☆1,716Mar 16, 2025Updated last year
- The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024☆134Oct 18, 2024Updated last year
- [ICLR 2025] Rectified Diffusion: Straightness Is Not Your Need☆251Mar 11, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"☆8,679May 31, 2024Updated 2 years ago
- [ICLR 2026 Oral] DiffusionNFT: Online Diffusion Reinforcement with Forward Process☆1,073Feb 10, 2026Updated 7 months ago
- A minimal example for training a flow matching model in a pretrained VAE's latent space to generate MNIST digits.☆15May 1, 2024Updated 2 years ago
- [CVPR 2025 Oral] Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models☆1,540Dec 16, 2025Updated 9 months ago
- Pytorch implementation of MeanFlow on ImageNet and CIFAR10☆515Apr 20, 2026Updated 5 months ago
- [NeurIPS 2024] SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow☆47Dec 1, 2024Updated last year
- InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)☆1,407Jun 7, 2024Updated 2 years ago
- PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838☆1,952Feb 20, 2026Updated 7 months ago
- ☆14May 21, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A repo of a modified version of Diffusion Transformer☆52Sep 14, 2025Updated last year
- The aim of this repository is to test and implement Flow-Matching-based models☆125Jan 15, 2025Updated last year
- [ICML2025] The official implementation of "PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models"☆37Mar 18, 2026Updated 6 months ago
- JAX implementation of MeanFlow☆613Mar 13, 2026Updated 6 months ago
- Implementation of a single layer of the MMDiT, proposed in Stable Diffusion 3, in Pytorch☆563Jan 18, 2026Updated 8 months ago
- (NeurIPS 2024 Oral 🔥) Improved Distribution Matching Distillation for Fast Image Synthesis☆1,462Mar 5, 2025Updated last year
- ☆769Dec 5, 2024Updated last year
- Pytorch implementation for MeanFlow☆367Jul 30, 2025Updated last year
- [ICML 2025] The official implementation of the paper "On the Guidance of Flow Matching"☆107Apr 13, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Pytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAI☆1,404Sep 4, 2026Updated 3 weeks ago
- PyTorch implementation of JiT https://arxiv.org/abs/2511.13720☆2,539Dec 8, 2025Updated 9 months ago
- Simple reimplementation of Flow Matching for Generative Modeling (https://arxiv.org/abs/2210.02747) paper in PyTorch☆24Aug 10, 2024Updated 2 years ago
- Code for PnP-Flow: Plug-and-Play image restoration with Flow Matching (ICLR 2025)☆187Jul 6, 2026Updated 2 months ago
- [CVPR 2024 oral]This repository contains the official implementation of "FlowIE: Efficient Image Enhancement via Rectified Flow"☆155Jan 13, 2025Updated last year
- Pixel-Space Generative Models☆318May 11, 2025Updated last year
- [ICML 2025] Gaussian Mixture Flow Matching Models (GMFlow)☆198Aug 4, 2026Updated last month