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/dinov3-vitl16-pretrain-lvd1689m", | |
| "encoder_hidden_size": 1024, | |
| "encoder_input_size": 256, | |
| "encoder_num_heads": 16, | |
| "encoder_patch_size": 16, | |
| "latent_dim": 32, | |
| "latent_mean": [ | |
| -1.140625, | |
| 0.03759765625, | |
| -0.275390625, | |
| -0.34375, | |
| -0.265625, | |
| 0.015869140625, | |
| 0.1884765625, | |
| 0.0087890625, | |
| 1.625, | |
| -0.005279541015625, | |
| 0.34765625, | |
| -1.03125, | |
| 0.47265625, | |
| -1.4375, | |
| 0.00604248046875, | |
| 0.484375, | |
| -0.1328125, | |
| 0.5234375, | |
| -0.11865234375, | |
| -0.37109375, | |
| 0.474609375, | |
| -1.5390625, | |
| 0.7734375, | |
| -0.087890625, | |
| 0.039794921875, | |
| 0.734375, | |
| -0.030517578125, | |
| -0.158203125, | |
| -3.078125, | |
| 0.0869140625, | |
| 0.138671875, | |
| -0.74609375 | |
| ], | |
| "latent_multiplier": 1.0, | |
| "latent_std": [ | |
| 0.5390625, | |
| 0.53515625, | |
| 0.62109375, | |
| 0.5546875, | |
| 0.53125, | |
| 0.44140625, | |
| 0.53125, | |
| 0.53125, | |
| 0.55078125, | |
| 0.58203125, | |
| 0.74609375, | |
| 0.48046875, | |
| 0.49609375, | |
| 0.5390625, | |
| 0.59765625, | |
| 0.5703125, | |
| 0.55859375, | |
| 0.66015625, | |
| 0.55859375, | |
| 0.50390625, | |
| 0.55078125, | |
| 0.490234375, | |
| 0.7109375, | |
| 0.55859375, | |
| 0.53515625, | |
| 0.486328125, | |
| 0.5234375, | |
| 0.515625, | |
| 0.466796875, | |
| 0.5390625, | |
| 0.59375, | |
| 0.51171875 | |
| ] | |
| } | |