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{
"_name_or_path": "microsoft/dit-large",
"add_fpn": false,
"architectures": [
"BeitForImageClassification"
],
"attention_probs_dropout_prob": 0.0,
"auxiliary_channels": 256,
"auxiliary_concat_input": false,
"auxiliary_loss_weight": 0.4,
"auxiliary_num_convs": 1,
"drop_path_rate": 0.1,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 1024,
"id2label": {
"0": "Billing",
"1": "Diagnostics",
"2": "Lab Reports",
"3": "Office Visit",
"4": "Operative Report",
"5": "Orders",
"6": "Physical_Therapy_(PTOT)"
},
"image_size": 224,
"initializer_range": 0.02,
"intermediate_size": 4096,
"label2id": {
"Billing": 0,
"Diagnostics": 1,
"Lab Reports": 2,
"Office Visit": 3,
"Operative Report": 4,
"Orders": 5,
"Physical_Therapy_(PTOT)": 6
},
"layer_norm_eps": 1e-12,
"layer_scale_init_value": 0.1,
"model_type": "beit",
"num_attention_heads": 16,
"num_channels": 3,
"num_hidden_layers": 24,
"out_features": [
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"stage5",
"stage7",
"stage11"
],
"out_indices": [
3,
5,
7,
11
],
"patch_size": 16,
"pool_scales": [
1,
2,
3,
6
],
"problem_type": "single_label_classification",
"reshape_hidden_states": true,
"semantic_loss_ignore_index": 255,
"stage_names": [
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"stage1",
"stage2",
"stage3",
"stage4",
"stage5",
"stage6",
"stage7",
"stage8",
"stage9",
"stage10",
"stage11",
"stage12",
"stage13",
"stage14",
"stage15",
"stage16",
"stage17",
"stage18",
"stage19",
"stage20",
"stage21",
"stage22",
"stage23",
"stage24"
],
"torch_dtype": "float32",
"transformers_version": "4.37.2",
"use_absolute_position_embeddings": true,
"use_auxiliary_head": true,
"use_mask_token": true,
"use_mean_pooling": true,
"use_relative_position_bias": false,
"use_shared_relative_position_bias": false,
"vocab_size": 8192
}
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