flow-matching 开源项目推荐（524 个）

jy0205 /Pyramid-Flow

[ICLR 2025] 用于高效视频生成建模的金字塔流匹配

microsoft /Mage

该项目在 GitHub 上没有填写描述

Aratako /Irodori-TTS

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

verl-project /verl-omni

扩散与全模型的多模态强化学习训练框架

lucidrains /transfusion-pytorch

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

shivammehta25 /Matcha-TTS

[ICASDP 2024]RST Matcha-TTC：具有条件流匹配的快速TTC架构

haidog-yaqub /MeanFlow

PyTorch implementation of MeanFlow & iMF (one-step generative modeling).

FireRedTeam /FireRedTTS

An Open-Sourced LLM-empowered Foundation TTS System

declare-lab /TangoFlux

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

CompVis /depth-fm

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

ohayonguy /PMRF

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

X-GenGroup /Flow-Factory

A unified framework for easy fine-tuning in Flow-Matching models

lucasnewman /f5-tts-mlx

Implementation of F5-TTS in MLX

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 🌱

lucidrains /pi-zero-pytorch

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

lucidrains /rectified-flow-pytorch

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

Lakonik /LakonLab

Official implementation of AsymFlow, pi-Flow, GMFlow

OliverDOU776 /Few-step-probabilistic-glucose-forecasting-from-continuous-glucose-monitoring-and-meal-images

Official research code for GlucoFlow: few-step multimodal probabilistic glucose forecasting.

VinAIResearch /LFM

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

guyyariv /DyPE

[ICML 2026] Official implementation for "DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion".