#Flow-matching

Showing 31 of 31 repositories tagged #flow-matching, ranked by stars

lucidrains
lucidrains
transfusion-pytorch

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

Score
100
★ 1.4k ⑂ 73 +1/day
Python
Aratako
Aratako
Irodori-TTS

A Flow Matching-based Text-to-Speech Model with Emoji-driven Style Control

Score
100
★ 1.0k ⑂ 118 +33/day
Python
FireRedTeam
FireRedTeam
FireRedTTS

An Open-Sourced LLM-empowered Foundation TTS System

Score
33
★ 909 ⑂ 84
Python
declare-lab
declare-lab
TangoFlux

[ICLR 2026] TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching

Score
100
★ 876 ⑂ 80
Jupyter Notebook
ohayonguy
ohayonguy
PMRF

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

Score
43
★ 751 ⑂ 43
Python
X-GenGroup
X-GenGroup
Flow-Factory

A unified framework for easy reinforcement learning in Flow-Matching models

Score
67
★ 623 ⑂ 49 +14/day
Python
lucidrains
lucidrains
pi-zero-pytorch

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

Score
71
★ 581 ⑂ 28 +1/day
Python
lucidrains
lucidrains
rectified-flow-pytorch

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

Score
86
★ 475 ⑂ 34 +2/day
Python
Lakonik
Lakonik
LakonLab

Official implementation of AsymFlow, pi-Flow, GMFlow

Score
94
★ 447 ⑂ 25 +3/day
Python
wanshuiyin
wanshuiyin
ARIS-in-AI-Offer

Bilingual (中文+EN) ML / LLM / diffusion / agent interview cheat sheets for AI 秋招 — generated by ARIS /interview-cheatsheet, rendered by /render-html into single-file HTML, reads anywhere — plus a CV→DBLP-fact-checked academic homepage generator and hand-authored long-form blogs 🌱

Score
57
★ 275 ⑂ 10 +28/day
Python
G-U-N
G-U-N
Rectified-Diffusion

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

Score
41
★ 251 ⑂ 9
Python
lebellig
lebellig
flow-matching

Annotated Flow Matching paper

Score
35
★ 235 ⑂ 15
Jupyter Notebook
Lakonik
Lakonik
GMFlow

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

Score
76
★ 193 ⑂ 6
Python
lebellig
lebellig
discrete-fm

Educational implementation of the Discrete Flow Matching paper

Score
18
★ 136 ⑂ 7
Jupyter Notebook
Jhomanik
Jhomanik
Optimal-Flow-Matching

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

Score
12
★ 114 ⑂ 4
Jupyter Notebook
XingtongGe
XingtongGe
SenseFlow

🚀 [ICLR 2026] SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation

Score
82
★ 103 ⑂ 4 +2/day
Python
HKU-MMLab
HKU-MMLab
OmniX

Official implementation of "OmniX: From Unified Panoramic Generation and Perception to Graphics-Ready 3D Scenes".

Score
0
★ 99 ⑂ 5 +99/day
Python
EDAPINENUT
EDAPINENUT
ppflow

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

Score
6
★ 92 ⑂ 12
Python
G-U-N
G-U-N
UniRL

[ICML 2026] a unified reinforcement learning toolbox for joint RL on language models and diffusion models

Score
88
★ 91 ⑂ 2 +2/day
Python
lucasnewman
lucasnewman
f5-tts-swift

Implementation of F5-TTS in Swift using MLX

Score
0
★ 90 ⑂ 22
Swift
tum-pbs
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"

Score
14
★ 89 ⑂ 8 +1/day
Jupyter Notebook
AngxiaoYue
AngxiaoYue
ReQFlow

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

Score
71
★ 85 ⑂ 6
Python
lucidrains
lucidrains
d4rt

Implementation of D4RT, Efficiently Reconstructing Dynamic Scenes, from Deepmind

Score
29
★ 73 ⑂ 2
Python
lucidrains
lucidrains
gaia2-pytorch

Implementation of the world model architecture for self driving out of Wayve

Score
0
★ 62 ⑂ 2
Python
sp-uhh
sp-uhh
streamfm

Real-Time Streamable Generative Speech Restoration with Flow Matching

Score
65
★ 49 ⑂ 7 +1/day
Python
keshik6
keshik6
gpic

Official Code for GPIC: A Giant Permissive Image Corpus for Visual Generation

Score
59
★ 49 ⑂ 2
Python
eren23
eren23
neo-unify

Toy-scale unified multimodal model experiments — encoder-free understanding & generation with Mixture-of-Transformers on MLX/Apple Silicon

Score
47
★ 46 ⑂ 1
Python
amorehead
amorehead
awesome-generative-flows

Awesome papers related to generative flow matching and its applications in bioinformatics. (Nature Machine Intelligence)

Score
53
★ 43 ⑂ 6
RobinKa
RobinKa
discrete-flow-matching-pytorch

Discrete Flow Matching implemented in PyTorch

Score
0
★ 35 ⑂ 2
Python
iamalexkorotin
iamalexkorotin
GenerativeAICourse

The materials of the Deep Generative AI Course (2022-until now).

Score
29
★ 23 ⑂ 0
Jupyter Notebook
David-cripto
David-cripto
RealUID

(ICLR 2026 Oral 🔥) Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)

Score
24
★ 17 ⑂ 1
Python
Related Topics
#generative-ai#deep-learning#diffusion-models#pytorch#artificial-intelligence#diffusion#generative-model#image-generation#machine-learning#transformers#python#text-to-speech

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