kandinskylab / KVAE-2D-1.0

huggingface.co
Total runs: 356
24-hour runs: 0
7-day runs: -30
30-day runs: -30
Model's Last Updated: March 23 2026

Introduction of KVAE-2D-1.0

Model Details of KVAE-2D-1.0

Shows an illustrated sun in light mode and a moon with stars in dark mode.
Github | Habr | Project Page | Technical Report (soon)

KVAE 1.0: Image tokenizer

KVAE-2D model has compression 8x8 and 16 latent channels.

Evaluation results

Evaluation results of KVAE-2D model on Imagenet-256 (valid) and DIV2K (valid, high-resolution). All compared models perform 8x8 compression with 16 latent channels:

Dataset Model PSNR SSIM LPIPS rFID
ImageNet (256, val) Wan-2.1 29.03 0.85 0.069 0.62
ImageNet (256, val) Flux 31.11 0.91 0.041 0.11
ImageNet (256, val) KVAE 2D 31.71 0.91 0.054 0.46
DIV2K Wan-2.1 31.87 0.89 0.069 -
DIV2K Flux 32.64 0.91 0.061 -
DIV2K KVAE 2D 33.67 0.92 0.060 -

Runs of kandinskylab KVAE-2D-1.0 on huggingface.co

356
Total runs
0
24-hour runs
0
3-day runs
-30
7-day runs
-30
30-day runs

More Information About KVAE-2D-1.0 huggingface.co Model

More KVAE-2D-1.0 license Visit here:

https://choosealicense.com/licenses/mit

KVAE-2D-1.0 huggingface.co

KVAE-2D-1.0 huggingface.co is an AI model on huggingface.co that provides KVAE-2D-1.0's model effect (), which can be used instantly with this kandinskylab KVAE-2D-1.0 model. huggingface.co supports a free trial of the KVAE-2D-1.0 model, and also provides paid use of the KVAE-2D-1.0. Support call KVAE-2D-1.0 model through api, including Node.js, Python, http.

kandinskylab KVAE-2D-1.0 online free

KVAE-2D-1.0 huggingface.co is an online trial and call api platform, which integrates KVAE-2D-1.0's modeling effects, including api services, and provides a free online trial of KVAE-2D-1.0, you can try KVAE-2D-1.0 online for free by clicking the link below.

kandinskylab KVAE-2D-1.0 online free url in huggingface.co:

https://huggingface.co/kandinskylab/KVAE-2D-1.0

KVAE-2D-1.0 install

KVAE-2D-1.0 is an open source model from GitHub that offers a free installation service, and any user can find KVAE-2D-1.0 on GitHub to install. At the same time, huggingface.co provides the effect of KVAE-2D-1.0 install, users can directly use KVAE-2D-1.0 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

KVAE-2D-1.0 install url in huggingface.co:

https://huggingface.co/kandinskylab/KVAE-2D-1.0

Url of KVAE-2D-1.0

Provider of KVAE-2D-1.0 huggingface.co

kandinskylab
ORGANIZATIONS

Other API from kandinskylab