consistency-models 开源项目推荐（71 个）

Phantom-video /Phantom

Phantom: Subject-Consistent Video Generation via Cross-Modal Alignment

NVlabs /FastGen

NVIDIA FastGen：从扩散模型快速生成

thu-ml /Causal-Forcing

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++

G-U-N /AnimateLCM

[SIGGRAPH ASIA 2024 TCS] AnimateLCM: Computation-Efficient Personalized Style Video Generation without Personalized Video Data

mims-harvard /TFC-pretraining

Self-supervised contrastive learning for time series via time-frequency consistency

G-U-N /Phased-Consistency-Model

[NeurIPS 2024]利用PCM提升一致性模型的性能！

slab /delta-elixir

Elixir implementation of Delta, the JSON format for describing rich-text content and their changes

jabir-zheng /TCD

Official Repository of the paper "Trajectory Consistency Distillation"

sled-group /InfEdit

[CVPR 2024] Official implementation, Inversion-Free Image Editing with Natural Language"

Ji4chenLi /t2v-turbo

Code repository for T2V-Turbo and T2V-Turbo-v2

zhenye234 /CoMoSpeech

ACM MM 2023 CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model

junhsss /consistency-models

A Toolkit for OpenAI's Consistency Models.

smsharma /minified-generative-models

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

FireRedTeam /Target-Driven-Distillation

Consistency Distillation with Target Timestep Selection and Decoupled Guidance

xandergos /sCM-mnist

Unofficial implementation of "Simplifying, Stabilizing & Scaling Continuous-Time Consistency Models" for MNIST

yhZhai /mcm

[NeurIPS 2024] Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation

Thinklab-SJTU /ML4CO-Bench-101

ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.

Bai-YT /ConsistencyTTA

ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation

0417keito /JEN-1-COMPOSER-pytorch

Unofficial implementation JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation(https://arxiv.org/abs/2310.19180)

Mosasaur5526 /BCM-iCT-torch

Official implementation of our paper "Bidirectional Consistency Models"; and reproduced Improved Consistency Models (iCT).