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dit-base-layout-detection

Image Segmentation
Transformers
Safetensors
beit
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2
dit-base-layout-detection
File size: 1,964 Bytes 
39d71ae
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{
  "_name_or_path": "models/dit-base-layout-detection-multitask-v4/",
  "add_fpn": false,
  "architectures": [
    "BeitForSemanticSegmentation"
  ],
  "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": 768,
  "id2label": {
    "0": "Background",
    "1": "Caption",
    "2": "Footnote",
    "3": "Formula",
    "4": "List-item",
    "5": "Page-footer",
    "6": "Page-header",
    "7": "Picture",
    "8": "Section-header",
    "9": "Table",
    "10": "Text",
    "11": "Title"
  },
  "image_size": 640,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Background": 0,
    "Caption": 1,
    "Footnote": 2,
    "Formula": 3,
    "List-item": 4,
    "Page-footer": 5,
    "Page-header": 6,
    "Picture": 7,
    "Section-header": 8,
    "Table": 9,
    "Text": 10,
    "Title": 11
  },
  "layer_norm_eps": 1e-12,
  "layer_scale_init_value": 0.1,
  "model_type": "beit",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "out_features": [
    "stage3",
    "stage5",
    "stage7",
    "stage11"
  ],
  "out_indices": [
    3,
    5,
    7,
    11
  ],
  "patch_size": 16,
  "pool_scales": [
    1,
    2,
    3,
    6
  ],
  "reshape_hidden_states": true,
  "semantic_loss_ignore_index": -100,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4",
    "stage5",
    "stage6",
    "stage7",
    "stage8",
    "stage9",
    "stage10",
    "stage11",
    "stage12"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.39.3",
  "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
}