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 | |
} |