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openai/consistency_models

consistency_models

Official repo for consistency models.

View on GitHub↗Upstream openai/consistency_models↗

Builder

OpenAI

OpenAI

openai • ai-lab

Stars

6,485

Using upstream star count

Forks

433

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Feb 26, 2023

Project creation date

README Summary

This repository contains the codebase for [Consistency Models](https://arxiv.org/abs/2303.01469), implemented using PyTorch for conducting large-scale experiments on ImageNet-64, LSUN Bedroom-256, and LSUN Cat-256. We have based our repository on [openai/guided-diffusion](https://github.com/openai/guided-diffusion), which was initially released under the MIT license. Our modifications have enabled support for consistency distillation, consistency training, as well as several sampling and editing

Community Evaluation

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AI Dev Skills

Unmapped

Deep Learning OptimizationDiffusion ModelsFast Sampling TechniquesGenerative ModelingImage SynthesisNeural ODEProbability Flow ODEsScore-Based Models

Tags

Deep Learning OptimizationDiffusion ModelsFast Sampling TechniquesGenerative ModelingImage SynthesisNeural ODEProbability Flow ODEsScore-Based ModelsDistillationDockerForkedGPU / CUDAHuggingFaceImage GenerationMusic TechNumPyOpenAIPyTorchPythonResearch / Papers

Taxonomy

AI Trends

Efficient AIFast InferenceGenerative AIModel Compression

category

Foundation ModelsModel TrainingInference & ServingGenerative MediaMLOps & InfrastructureLearning ResourcesIndustry: Audio & MusicData Science & Analytics

Deployment Context

Self-hostedCloud APIResearch Environment

Industries

Creative MediaGamingDigital ArtComputer Graphics

Modalities

Image

Skill Areas

Diffusion ModelsGenerative ModelingScore-Based ModelsNeural ODEFast Sampling TechniquesImage SynthesisDeep Learning OptimizationProbability Flow ODEs

tag

DistillationDockerForkedGPU / CUDAHuggingFaceImage GenerationMusic TechNumPyOpenAIPyTorchPythonResearch / Papers

Use Cases

Fast High-Quality Image GenerationReal-time Image SynthesisEfficient Generative Model InferenceFew-step Image Sampling

Recent Activity

Updated 2 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
high
Maturity
research

Categories

Foundation ModelsPrimaryModel TrainingInference & ServingGenerative MediaData Science & AnalyticsSearch & KnowledgeOther AI / MLMLOps & InfrastructureLearning ResourcesIndustry: Audio & Music

PM Skills

Scale & Reliability

Languages

Python100.0%

Timeline

Project created
Feb 26, 2023
Forked
Mar 14, 2026
Your last push
2 years ago
Upstream last push
2 years ago
Tracked since
Mar 22, 2024

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