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VAR

FoundationVision•PUBLIC

[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

auto-regressive-modelautoregressive-modelsdiffusion-modelsgenerative-aigenerative-modelgpt

MIT License

Created on Apr 1, 2024

Updated on Apr 5, 2026

Stars

8.7k

Forks

564

Watchers

8.7k

Open Issues

60

Repository Health Score

💛

79/100

Good

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

gpt-2

image-generation

large-language-models

neurips

transformers

vision-transformer

Community

8,662 stars, 564 forks

14/30

47%

Documentation

Has description, license

15/20

75%

Maintenance

0.7% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Jupyter Notebook

85.8%

Python

14.2%

Issues Analytics

94

Total Issues

All time

44

Open

47% of total

50

Closed

53% of total

4w

Avg Close Time

Avg response

Issues Activity: Last 6 months

Top Labels

Hottest Issues

1

#104 🚨 Ethical Concerns in AI Research 🚨

3

34

closed

2

#125 Training code for VQ-VAE is not reproducible

0

29

open

3

#133 VQVAE Training Code

0

17

open

4

#126 Transformer每个尺度的输入为什么是整个f_hat而不是前一个尺度的特征

4

7

open

5

#123 Question on training code of vae

6

2

open

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

keyu-tian

User

38

commits

2

enjoyyi00

User

20

commits

3

NielsRogge

User

2

commits

Recent Commits

update README.md & reference paper

Yi Jiang•4 months ago

78b9539View on GitHub

[upd] third-party usage and research conference

Yi Jiang•10 months ago

df682ceView on GitHub

[upd] third-party usage and research

Yi Jiang•10 months ago

a3f12f2View on GitHub

[upd] Third-party Usage and Research

Yi Jiang•1 year ago

3f10295View on GitHub

[upd] Third-party Usage and Research

Yi Jiang•1 year ago

faa4b78View on GitHub

[upd] Third-party Usage and Research

Yi Jiang•1 year ago

4ecccb4View on GitHub

[upd format] Third-party Usage and Research

Yi Jiang•1 year ago

6e5cf23View on GitHub

[upd] Third-party Usage and Research

Yi Jiang•1 year ago

c5bcf95View on GitHub

[upd] Third-party Usage and Research

Yi Jiang•1 year ago

c3e9440View on GitHub

Third-party Usage and Research

Yi Jiang•1 year ago

1a7844cView on GitHub

update demo page & news

江毅•1 year ago

1dfa6a7View on GitHub

Merge branch 'main' of https://github.com/FoundationVision/VAR

iFighting•1 year ago

0253725View on GitHub

zero_shot_exp

iFighting•1 year ago

8d0f5fcView on GitHub

Best Paper update

Yi Jiang•1 year ago

0a54945View on GitHub

NeurIPS Best Paper Award Update

iFighting•1 year ago

c882bafView on GitHub

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