drscotthawley/flocoder

A teaching and research repository for exploring generative latent flow matching

Language: Jupyter Notebook - Size: 3.35 MB - Last synced at: about 8 hours ago - Pushed at: about 8 hours ago - Stars: 5 - Forks: 0

zelaki/ReDi

Boosting Generative Image Modeling via Joint Image-Feature Synthesis

Language: Python - Size: 3.46 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 35 - Forks: 1

RobinKa/discrete-flow-matching-pytorch

Discrete Flow Matching implemented in PyTorch

Language: Python - Size: 391 KB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 14 - Forks: 1

declare-lab/TangoFlux

TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching

Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: about 19 hours ago - Pushed at: about 20 hours ago - Stars: 734 - Forks: 65

GradientSpaces/Rectified-Point-Flow

Implementation for "Rectified Point Flow: Generic Point Cloud Pose Estimation"

Size: 1010 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

Mahmoudaboutaleb/MeanFlow

MeanFlow is an unofficial PyTorch implementation of the paper [_Mean Flows for One-step Generative Modeling_](https://arxiv.org/pdf/2505.13447), enhancing the work from Just-a-DiT and EzAudio. Contributions and feedback are welcome, so feel free to open issues or pull requests! 🐙✨

Language: Python - Size: 68.4 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 10 - Forks: 1

haidog-yaqub/MeanFlow

Pytorch Implementation (unofficial) of the paper "Mean Flows for One-step Generative Modeling" by Geng et al.

Language: Python - Size: 63.1 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 286 - Forks: 11

Dunni3/FlowMol

Mixed continous/categorical flow-matching model for de novo molecule generation.

Language: Python - Size: 1.68 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 107 - Forks: 5

GalaxyCong/EmoDubber

Official source codes for the paper: EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing.

Language: Python - Size: 1.02 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 17 - Forks: 0

lucasnewman/f5-tts-mlx

Implementation of F5-TTS in MLX

Language: Python - Size: 706 KB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 542 - Forks: 57

lucidrains/rectified-flow-pytorch

Implementation of rectified flow and some of its followup research / improvements in Pytorch

Language: Python - Size: 3.38 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 292 - Forks: 20

sayakpaul/nanoDiT

Just another reasonably minimal repo for class-conditional training of pixel-space diffusion transformers.

Language: Python - Size: 3.8 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 74 - Forks: 6

Lakonik/GMFlow

[ICML 2025] Gaussian Mixture Flow Matching Models (GMFlow)

Language: Python - Size: 1.93 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 97 - Forks: 3

lucidrains/pi-zero-pytorch

Implementation of π₀, the robotic foundation model architecture proposed by Physical Intelligence

Language: Python - Size: 1.27 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 429 - Forks: 18

shivammehta25/Matcha-TTS

[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching

Language: Jupyter Notebook - Size: 57.6 MB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 1,007 - Forks: 132

FireRedTeam/FireRedTTS

An Open-Sourced LLM-empowered Foundation TTS System

Language: Python - Size: 3.37 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 709 - Forks: 57

nbahador/Interactive_Visualization_of_Flow_Matching

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CompVis/zigma

A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)

Language: Python - Size: 30.8 MB - Last synced at: 17 days ago - Pushed at: 3 months ago - Stars: 312 - Forks: 21

ml-jku/LaM-SLidE

Code for the paper LaM-SLidE - Latent Space Modeling of Spatial Dynamical Systems via Linked Entities

Language: Python - Size: 27.2 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 11 - Forks: 1

CompVis/fm-boosting

FMBoost: Boosting Latent Diffusion with Flow Matching (ECCV 2024 Oral)

Language: Python - Size: 107 MB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 229 - Forks: 4

gmongaras/Latent_Diffusion_Model_Imagenet2012

A latent flow-based diffusion model trained on the 2012 ImageNet dataset from scratch.

Language: Python - Size: 16.4 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 8 - Forks: 3

CompVis/depth-fm

[AAAI 2025] DepthFM: Fast Monocular Depth Estimation with Flow Matching

Language: Jupyter Notebook - Size: 4.56 MB - Last synced at: 18 days ago - Pushed at: about 1 month ago - Stars: 566 - Forks: 40

lucidrains/transfusion-pytorch

Pytorch implementation of Transfusion, "Predict the Next Token and Diffuse Images with One Multi-Modal Model", from MetaAI

Language: Python - Size: 34.6 MB - Last synced at: 19 days ago - Pushed at: 27 days ago - Stars: 1,111 - Forks: 52

hkchengrex/C2OT

The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation

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egeyavuzcan/diffusion-flow-models-research

A comprehensive collection of research papers and resources on diffusion&flow based models, systematically organized by application and architecture. It highlights cutting-edge advances in flow-guided diffusion techniques for image, video, and multimodal generation.

Size: 1.95 KB - Last synced at: 20 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

EDAPINENUT/ppflow

This repository is the official code source of PPFlow: Target-Aware Peptide Design with Torsional Flow Matching (ICML2024)

Language: Python - Size: 19.6 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 76 - Forks: 12

AngxiaoYue/ReQFlow

[ICML 2025] 🧬 ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation

Language: Python - Size: 75.9 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 75 - Forks: 5

LouisRouss/DiffuLab

DiffuLab is designed to provide a simple and flexible way to train diffusion models while allowing full customization of its core components.

Language: Python - Size: 1.03 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 26 - Forks: 0

tum-pbs/Diffusion-based-Flow-Prediction

Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models"

Language: Jupyter Notebook - Size: 433 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 64 - Forks: 6

seichang00/flow-matching-lightning

Implementation of conditional flow matching on MNIST using Pytorch Lightning

Size: 1000 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

lebellig/flow-matching

Annotated Flow Matching paper

Language: Jupyter Notebook - Size: 290 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 182 - Forks: 8

DSL-Lab/MoFlow

[CVPR 2025] MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation Distillation

Language: Python - Size: 113 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 15 - Forks: 0

MAD-SG/generative-ai-start-to-surrender

Generative AI: From Start to Surrender – A Practical Guide to Mastering and Struggling with AI Models

Language: Jupyter Notebook - Size: 329 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

lebellig/discrete-fm

Educational implementation of the Discrete Flow Matching paper

Language: Jupyter Notebook - Size: 69.3 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 85 - Forks: 6

lucasnewman/f5-tts-swift

Implementation of F5-TTS in Swift using MLX

Language: Swift - Size: 245 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 63 - Forks: 10

keishihara/flow-matching

Flow Matching implemented in PyTorch

Language: Python - Size: 307 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 27 - Forks: 3

caetas/GenerativeZoo

Model Zoo for Generative Models.

Language: Python - Size: 5.85 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 26 - Forks: 2

ccr-cheng/cfm-scheduler

Implement different schedulers for flow matching models

Language: Python - Size: 45.7 MB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

g4vrel/CFM

A minimal PyTorch implementation of Flow Matching for Generative Modeling.

Language: Python - Size: 2.11 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 0

HRI-EU/flow_matching

Affordance-based Robot Manipulation with Flow Matching

Language: Shell - Size: 73.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 128 - Forks: 9

chao1224/AssembleFlow

Code for AssembleFlow, ICLR 2025

Language: Python - Size: 406 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 1

lucasnewman/e2-tts-mlx

Implementation of E2-TTS, "Embarrassingly Easy Fully Non-Autoregressive Zero-Shot TTS", in MLX

Language: Python - Size: 536 KB - Last synced at: 29 days ago - Pushed at: 8 months ago - Stars: 20 - Forks: 3

PlayVoice/Grad-SVC

Diffusion Singing Voice Conversion based on Grad-TTS from HuaWei

Language: Python - Size: 2.25 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 144 - Forks: 14

dongzhuoyao/motionfm

A pytorch implementation of paper "Motion Flow Matching for Human Motion Synthesis and Editing"

Language: Python - Size: 3.63 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 1

Pengchengpcx/FTEdit

[CVPR2025] Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing

Size: 10.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 9 - Forks: 0

JosefAlbers/e2tts-mlx

Embarrassingly Easy Fully Non-Autoregressive Zero-Shot TTS (E2 TTS) in MLX

Language: Python - Size: 2.87 MB - Last synced at: 9 days ago - Pushed at: 8 months ago - Stars: 27 - Forks: 3

G-U-N/Rectified-Diffusion

[ICLR 2025] Rectified Diffusion: Straightness Is Not Your Need

Language: Python - Size: 44.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 189 - Forks: 6

BioinfoMachineLearning/MULTICOM_ligand

Comprehensive ensembling of protein-ligand structure and affinity prediction methods (CASP16)

Language: Jupyter Notebook - Size: 94.2 MB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 7 - Forks: 0

lazaratan/meta-flow-matching

Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold

Language: Python - Size: 11.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 46 - Forks: 5

CompVis/discrete-interpolants

The official implementation of "[MASK] is All You Need"

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VinAIResearch/DiMSUM

DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation (NeurIPS 2024)

Language: Python - Size: 282 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 21 - Forks: 1

sitamgithub-MSIT/tangoflux-litserve

Leverage TangoFlux's text-to-audio capabilities using LitServe.

Language: Python - Size: 255 KB - Last synced at: 9 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

dirmeier/consistency-flow-matching

Flow and consistency matching in Flax

Language: Python - Size: 1010 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 1

m-wojnar/faster_zdc

Even Faster Simulation of the Zero Degree Calorimeter Responses with Flow Matching

Language: Python - Size: 69.3 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

dongzhuoyao/uspace

An official pytorch implementation of AAAI 2024 paper "Latent Space Editing in Transformer-based Flow Matching"

Language: Python - Size: 703 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 36 - Forks: 1

JustinValentine/Sketch_Generation

Guided Flows for generating human-like sketches

Language: Python - Size: 82.6 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

radiradev/flowmatching-bdt

Implementation of flow matching on tabular data using XGBoost

Language: Python - Size: 430 KB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 6 - Forks: 0

ohayonguy/PMRF

[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

Language: Python - Size: 22.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 588 - Forks: 33

FedeAi/flow-matching

Unlock smooth and continuous data generation for robotics with Flow Matching! Transform simple noise into precise, fluid robot actions and revolutionize your robotics workflows.

Language: Jupyter Notebook - Size: 4.25 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

YangLing0818/consistency_flow_matching

Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"

Language: Python - Size: 9.27 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 177 - Forks: 5

leffff/FlowModels

The aim of this repository is to test and implement Flow-Matching-based models

Language: Jupyter Notebook - Size: 68.2 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 64 - Forks: 3

lebellig/jax-fm

Minimal implementation of flow matching with JAX

Language: Jupyter Notebook - Size: 3.56 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0

JBris/sbi-epidemiology

Simulation based inference for epidemiology

Language: HTML - Size: 836 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

VinAIResearch/LFM

Official PyTorch implementation of the paper: Flow Matching in Latent Space

Language: Python - Size: 443 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 233 - Forks: 10

p0p4k/pflowtts_pytorch

Unofficial implementation of NVIDIA P-Flow TTS paper

Language: Python - Size: 10.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 219 - Forks: 33

jy0205/Pyramid-Flow

Code of Pyramidal Flow Matching for Efficient Video Generative Modeling

Language: Python - Size: 929 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2,612 - Forks: 258

Jhomanik/Optimal-Flow-Matching

The official repository for the paper "Optimal Flow Matching: Learning Straight Trajectories in Just One Step" (NeurIPS 2024)

Language: Jupyter Notebook - Size: 61.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 16 - Forks: 0

DreamFold/FoldFlow

FoldFlow: SE(3)-Stochastic Flow Matching for Protein Backbone Generation

Language: Jupyter Notebook - Size: 85.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 188 - Forks: 10

BurgerAndreas/sfm

Flow Matching beyond Gaussian distributions for faster training and inference

Language: Jupyter Notebook - Size: 1.16 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

ccr-cheng/statistical-flow-matching

Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 8 - Forks: 0

ewencedr/particle_fm

Easily train and evaluate multiple flow matching generative models on various particle physics datasets

Language: Python - Size: 91.5 MB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0

uhh-pd-ml/LHCO_EPiC-FM

Flow Matching Generative Models for 'Full Phase Space Resonant Anomaly Detection' (https://arxiv.org/abs/2310.06897)

Language: Jupyter Notebook - Size: 473 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

uhh-pd-ml/EPiC-FM

EPiC Flow Matching Implementation for Generating Jets as Point Clouds (https://arxiv.org/abs/2310.00049)

Language: Python - Size: 66.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

aleksandrinvictor/flow-matching

Simple reimplementation of Flow Matching for Generative Modeling (https://arxiv.org/abs/2210.02747) paper in PyTorch

Language: Python - Size: 95.7 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

leffff/euler-scheduler

My implementation Diffusers-like Scheduler for performing Euler Method on Conditional Flow Matching models

Language: Python - Size: 9.37 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 7 - Forks: 0

ArchiMickey/Just-a-DiT

A repo of a modified version of Diffusion Transformer

Language: Python - Size: 6.62 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Whalefishin/Latent_Flow_Matching_MNIST

A minimal example for training a flow matching model in a pretrained VAE's latent space to generate MNIST digits.

Language: Python - Size: 217 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

smsharma/minified-generative-models

Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs, etc

Language: Jupyter Notebook - Size: 12 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 37 - Forks: 5

dongzhuoyao/flowseq

An official pytorch implementation of EACL2024 short paper "Flow Matching for Conditional Text Generation in a Few Sampling Steps"

Language: Python - Size: 1.05 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

nguyenngocbaocmt02/BOSS

[ICLR 2024] Official implementation of Bellman Optimal Stepsize Straightening of Flow-Matching Models

Language: Python - Size: 914 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 0

Anshumaan-Chauhan02/Guided-Flow-Matching

Utilized attention incorporated UNet model for conditional image generation using Flow Matching with Conditional Optimal Transport Objective

Language: Jupyter Notebook - Size: 3.18 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 2