lucidrains / rectified-flow-pytorch
Implementation of rectified flow and some of its followup research / improvements in Pytorch
☆262Updated last month
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"☆196Updated 2 months ago
- Implementation of Autoregressive Diffusion in Pytorch☆362Updated 4 months ago
- Consistency Models Made Easy☆275Updated 5 months ago
- ☆273Updated 5 months ago
- Official PyTorch implementation of the paper: Flow Matching in Latent Space☆254Updated last month
- ☆407Updated 3 months ago
- A mini-library for training consistency models.☆238Updated last year
- Implementation of a single layer of the MMDiT, proposed in Stable Diffusion 3, in Pytorch☆322Updated 2 months ago
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆93Updated last year
- [ICLR 2025] Rectified Diffusion: Straightness Is Not Your Need☆195Updated last week
- Annotated Flow Matching paper☆175Updated 6 months ago
- A summary of related works about flow matching, stochastic interpolants☆406Updated 7 months ago
- Code for Fast Training of Diffusion Models with Masked Transformers☆396Updated 10 months ago
- ☆145Updated 3 months ago
- EDM2 and Autoguidance -- Official PyTorch implementation☆659Updated 3 months ago
- The aim of this repository is to test and implement Flow-Matching-based models☆77Updated 2 months ago
- Implementation of a multimodal diffusion transformer in Pytorch☆101Updated 8 months ago
- Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)☆112Updated 11 months ago
- ☆82Updated 5 months ago
- FMBoost: Boosting Latent Diffusion with Flow Matching (ECCV 2024 Oral)☆222Updated 3 months ago
- Educational implementation of the Discrete Flow Matching paper☆78Updated 6 months ago
- The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024☆99Updated 5 months ago
- Train VAE like a boss☆270Updated 4 months ago
- Scaling Diffusion Transformers with Mixture of Experts☆293Updated 6 months ago
- Official Github Repo for Neurips 2024 Paper Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment☆46Updated 5 months ago
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆51Updated last year
- [ICLR2025] Halton Scheduler for Masked Generative Image Transformer☆197Updated 2 weeks ago
- ☆164Updated last month
- Scalable Diffusion Models with State Space Backbone☆151Updated last year