Image Feature Extraction
Transformers
Safetensors
page
feature-extraction
gaze-estimation
gaze-target-estimation
dinov3
custom_code
Instructions to use Octopus1/page-vits with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Octopus1/page-vits with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-feature-extraction", model="Octopus1/page-vits", trust_remote_code=True)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Octopus1/page-vits", trust_remote_code=True, dtype="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "PaGEModel" | |
| ], | |
| "dim": 256, | |
| "dino_feature_dropout": 0.1, | |
| "dinov3_drop_path_rate": 0.0, | |
| "dinov3_hidden_size": 384, | |
| "dinov3_intermediate_size": 1536, | |
| "dinov3_layer_norm_eps": 1e-05, | |
| "dinov3_layerscale_value": 1.0, | |
| "dinov3_num_attention_heads": 6, | |
| "dinov3_num_hidden_layers": 12, | |
| "dinov3_num_register_tokens": 4, | |
| "dinov3_patch_size": 16, | |
| "dinov3_use_gated_mlp": false, | |
| "drop_path": 0.1, | |
| "dtype": "float32", | |
| "head_in_size": [ | |
| 256, | |
| 256 | |
| ], | |
| "heatmap_out_size": [ | |
| 64, | |
| 64 | |
| ], | |
| "image_mean": [ | |
| 0.485, | |
| 0.456, | |
| 0.406 | |
| ], | |
| "image_std": [ | |
| 0.229, | |
| 0.224, | |
| 0.225 | |
| ], | |
| "inout": true, | |
| "mlp_layer": "geglu", | |
| "mlp_ratio": 4.0, | |
| "model_type": "page", | |
| "n_head_self_attn_layers": 1, | |
| "n_reg_tokens": 4, | |
| "n_scene_head_interaction_layers": 5, | |
| "n_scene_self_attn_layers": 1, | |
| "num_heads": 8, | |
| "pos_encoding": "rope", | |
| "scene_in_size": [ | |
| 512, | |
| 512 | |
| ], | |
| "transformers_version": "5.6.2", | |
| "use_head_prompt": false, | |
| "auto_map": { | |
| "AutoConfig": "Octopus1/PaGE--modeling_page.PaGEConfig", | |
| "AutoModel": "Octopus1/PaGE--modeling_page.PaGEModel" | |
| } | |
| } | |