Feature Extraction
Diffusers
Safetensors
English
autoencoder
vision-foundation-model
dinov2
dinov3
mae
siglip2
pae
Instructions to use BiliSakura/PAE-diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use BiliSakura/PAE-diffusers with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("BiliSakura/PAE-diffusers", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
| { | |
| "_class_name": "PAEDecoder", | |
| "decoder_patch_size": 16, | |
| "encoder_config_path": "facebook/dinov2-with-registers-large", | |
| "encoder_hidden_size": 1024, | |
| "encoder_input_size": 224, | |
| "encoder_num_heads": 16, | |
| "encoder_patch_size": 14, | |
| "latent_dim": 32, | |
| "latent_mean": [ | |
| -0.9140625, | |
| 0.3515625, | |
| 3.328125, | |
| 0.006500244140625, | |
| 0.298828125, | |
| -1.3671875, | |
| -0.0537109375, | |
| -0.040771484375, | |
| 1.2109375, | |
| 0.0233154296875, | |
| -0.07275390625, | |
| -0.26953125, | |
| -0.08251953125, | |
| -0.037109375, | |
| -1.078125, | |
| 2.125, | |
| 0.0439453125, | |
| -0.02880859375, | |
| -0.103515625, | |
| 0.1171875, | |
| 0.890625, | |
| -0.52734375, | |
| 0.09521484375, | |
| -0.0206298828125, | |
| -0.10302734375, | |
| 0.51171875, | |
| -0.12109375, | |
| 0.054931640625, | |
| 0.376953125, | |
| 0.0252685546875, | |
| -0.0177001953125, | |
| 2.109375 | |
| ], | |
| "latent_multiplier": 1.0, | |
| "latent_std": [ | |
| 0.412109375, | |
| 0.373046875, | |
| 0.322265625, | |
| 0.359375, | |
| 0.462890625, | |
| 0.390625, | |
| 0.365234375, | |
| 0.40625, | |
| 0.40625, | |
| 0.4140625, | |
| 0.36328125, | |
| 0.375, | |
| 0.458984375, | |
| 0.36328125, | |
| 0.373046875, | |
| 0.40234375, | |
| 0.361328125, | |
| 0.34375, | |
| 0.421875, | |
| 0.35546875, | |
| 0.357421875, | |
| 0.40234375, | |
| 0.38671875, | |
| 0.365234375, | |
| 0.419921875, | |
| 0.3828125, | |
| 0.373046875, | |
| 0.373046875, | |
| 0.416015625, | |
| 0.349609375, | |
| 0.37890625, | |
| 0.3515625 | |
| ] | |
| } | |