davanstrien HF Staff
Upload deit_base_patch16_224 fine-tuned for document classification
fbcaaf0 verified | { | |
| "architecture": "deit_base_patch16_224", | |
| "num_classes": 3, | |
| "num_features": 768, | |
| "global_pool": "token", | |
| "label_names": [ | |
| "contains_figure", | |
| "contains_table", | |
| "contains_text" | |
| ], | |
| "pretrained_cfg": { | |
| "tag": "fb_in1k", | |
| "custom_load": false, | |
| "input_size": [ | |
| 3, | |
| 224, | |
| 224 | |
| ], | |
| "fixed_input_size": true, | |
| "interpolation": "bicubic", | |
| "crop_pct": 0.9, | |
| "crop_mode": "center", | |
| "mean": [ | |
| 0.485, | |
| 0.456, | |
| 0.406 | |
| ], | |
| "std": [ | |
| 0.229, | |
| 0.224, | |
| 0.225 | |
| ], | |
| "num_classes": 1000, | |
| "pool_size": null, | |
| "first_conv": "patch_embed.proj", | |
| "classifier": "head" | |
| }, | |
| "base_model": "deit_base_patch16_224", | |
| "best_f1_score": 0.8557077625570777, | |
| "hyperparameters": { | |
| "model_name": "deit_base_patch16_224", | |
| "learning_rate": 3.8234752246751835e-05, | |
| "batch_size": 8.0, | |
| "dropout_rate": 0.2465447373174767, | |
| "hidden_size": 512.0, | |
| "weight_decay": 0.00010677482709481354 | |
| }, | |
| "input_size": 224 | |
| } |