Flow Matching Models Generative AI Tools

Research implementations and frameworks for flow matching generative models, including consistency models, gaussian mixture flows, and latent flow matching. Does NOT include applications of these models (e.g., specific domain uses like robotics or echocardiography) or non-flow-based generative approaches.

There are 20 flow matching models tools tracked. The highest-rated is AngeClementAkazan/Sequential-FeatureForestFlow at 32/100 with 5 stars.

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#	Tool	Score	Tier	Stars	Language
1	AngeClementAkazan/Sequential-FeatureForestFlow This repository contains the code source of the Heterogeneous Sequential...	32	Emerging	5	Jupyter Notebook
2	AlejandroMllo/action_flow_matching Code for the paper "Action Flow Matching for Continual Robot Learning"...	32	Emerging	31	Python
3	dsgiitr/flux-watermarking Official Implementation of the paper WMARK@ICLR Detection Limits and...	31	Emerging	7	Jupyter Notebook
4	ericbill21/FOCUS Official codebase for FOCUS: Optimal Control Meets Flow Matching: A...	30	Emerging	11	Jupyter Notebook
5	lebellig/flow-matching Annotated Flow Matching paper	29	Experimental	229	Jupyter Notebook
6	lebellig/discrete-fm Educational implementation of the Discrete Flow Matching paper	27	Experimental	133	Jupyter Notebook
7	FLC-QU-hep/PointCountFM A conditional flow matching model to generate the number of points per layer...	27	Experimental	2	Python
8	K0n0e/piFlow 🌊 Explore pi-Flow, a PyTorch implementation for policy-based flow models...	26	Experimental	1	Python
9	liyuantsao/BFSR The official repository of BFSR: "Boosting Flow-based Generative...	25	Experimental	85	Python
10	drscotthawley/flocoder A teaching and research repository for exploring generative latent flow matching	22	Experimental	8	Jupyter Notebook
11	Jhomanik/Optimal-Flow-Matching The official repository for the paper "Optimal Flow Matching: Learning...	22	Experimental	110	Jupyter Notebook
12	FLC-QU-hep/ConvL2LFlow A flow-based generative ML model for calorimeter showers in particle detectors	20	Experimental	6	Python
13	biomedia-mira/flow-ssn [ICCV 2025] Code for "Flow Stochastic Segmentation Networks"	20	Experimental	16	Python
14	EngEmmanuel/EchoLVFM Official codebase for the paper: EchoLVFM: One-Step Video Generation via...	17	Experimental	1	—
15	theveryhim/Normalizing-Flow-models Learning complex 2D distributions and performing image restoration...	17	Experimental	—	Jupyter Notebook
16	TitiSkywalker/Flow-Matching Image generation model in Rust, using the Burn framework.	17	Experimental	—	Rust
17	lebellig/jax-fm Minimal implementation of flow matching with JAX	12	Experimental	7	Jupyter Notebook
18	matvogel/MPFGM Mel Poisson Flow Generative Models for Unconditional Speech Generation	11	Experimental	4	Python
19	BurgerAndreas/sfm Flow Matching beyond Gaussian distributions for faster training and inference	10	Experimental	2	Jupyter Notebook
20	Pranav-A-04/Flow_Matching This is a fun little repo to explore how flow matching works in the context...	10	Experimental	1	Python