lucidrains / rectified-flow-pytorch
Implementation of rectified flow and some of its followup research / improvements in Pytorch
☆279Updated 2 months ago
Alternatives and similar repositories for rectified-flow-pytorch:
Users that are interested in rectified-flow-pytorch are comparing it to the libraries listed below
- Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"☆207Updated 3 months ago
- Implementation of Autoregressive Diffusion in Pytorch☆370Updated 5 months ago
- Consistency Models Made Easy☆278Updated 6 months ago
- Implementation of a single layer of the MMDiT, proposed in Stable Diffusion 3, in Pytorch☆338Updated 3 months ago
- ☆447Updated 4 months ago
- Official PyTorch implementation of the paper: Flow Matching in Latent Space☆263Updated 2 months ago
- ☆161Updated 4 months ago
- Code for Fast Training of Diffusion Models with Masked Transformers☆398Updated 11 months ago
- ☆279Updated 6 months ago
- A mini-library for training consistency models.☆242Updated last year
- [ICLR 2025] Rectified Diffusion: Straightness Is Not Your Need☆210Updated last month
- A summary of related works about flow matching, stochastic interpolants☆429Updated 3 weeks ago
- Annotated Flow Matching paper☆181Updated 7 months ago
- FMBoost: Boosting Latent Diffusion with Flow Matching (ECCV 2024 Oral)☆227Updated 4 months ago
- Unofficial implementation of "Simplifying, Stabilizing & Scaling Continuous-Time Consistency Models" for MNIST☆48Updated 3 weeks ago
- EDM2 and Autoguidance -- Official PyTorch implementation☆682Updated 4 months ago
- The aim of this repository is to test and implement Flow-Matching-based models☆85Updated 3 months ago
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆94Updated last year
- Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)☆113Updated last year
- ☆91Updated 2 weeks ago
- Official Implementation for Diffusion Models Without Classifier-free Guidance☆110Updated last month
- [ICLR2025] Halton Scheduler for Masked Generative Image Transformer☆217Updated last week
- ☆176Updated 2 months ago
- Implementation of a multimodal diffusion transformer in Pytorch☆101Updated 9 months ago
- Educational implementation of the Discrete Flow Matching paper☆83Updated 7 months ago
- The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024☆108Updated 6 months ago
- A collection of resources and papers on Vector Quantized Variational Autoencoder (VQ-VAE) and its application☆268Updated 2 months ago
- Unofficial Implementation of Consistency Models in pytorch☆254Updated 2 years ago
- ☆202Updated last year
- Train VAE like a boss☆274Updated 5 months ago