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layoutlm-donut-own

Token Classification
Transformers
PyTorch
TensorBoard
layoutlm
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layoutlm-donut-own
File size: 6,495 Bytes 
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{
  "_name_or_path": "microsoft/layoutlm-base-uncased",
  "architectures": [
    "LayoutLMForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "other",
    "1": "header:invoice_no",
    "2": "header:invoice_date",
    "3": "header:seller",
    "4": "header:client",
    "5": "header:seller_tax_id",
    "6": "header:client_tax_id",
    "7": "header:iban",
    "8": "items_row1:item_desc",
    "9": "items_row1:item_qty",
    "10": "items_row1:item_net_price",
    "11": "items_row1:item_net_worth",
    "12": "items_row1:item_vat",
    "13": "items_row1:item_gross_worth",
    "14": "summary:total_net_worth",
    "15": "summary:total_vat",
    "16": "summary:total_gross_worth",
    "17": "items_row2:item_desc",
    "18": "items_row2:item_qty",
    "19": "items_row2:item_net_price",
    "20": "items_row2:total_net_worth",
    "21": "items_row2:item_vat",
    "22": "items_row2:item_gross_worth",
    "23": "items_row3:item_desc",
    "24": "items_row3:item_qty",
    "25": "items_row3:item_net_price",
    "26": "items_row3:total_net_worth",
    "27": "items_row3:item_vat",
    "28": "items_row3:item_gross_worth",
    "29": "items_row4:item_desc",
    "30": "items_row4:item_qty",
    "31": "items_row4:item_net_price",
    "32": "items_row4:item_net_worth",
    "33": "items_row4:item_vat",
    "34": "items_row4:item_gross_worth",
    "35": "items_row2:item_net_worth",
    "36": "items_row3:item_net_worth",
    "37": "items_row5:item_desc",
    "38": "items_row5:item_qty",
    "39": "items_row5:item_net_price",
    "40": "items_row5:item_net_worth",
    "41": "items_row5:item_vat",
    "42": "items_row5:item_gross_worth",
    "43": "items_row6:item_desc",
    "44": "items_row6:item_qty",
    "45": "items_row6:item_net_price",
    "46": "items_row6:item_net_worth",
    "47": "items_row6:item_vat",
    "48": "items_row6:item_gross_worth",
    "49": "invoice_no",
    "50": "invoice_date",
    "51": "seller",
    "52": "client",
    "53": "client_tax_id",
    "54": "seller_tax_id",
    "55": "iban",
    "56": "item_desc",
    "57": "item_qty",
    "58": "item_net_price",
    "59": "item_net_worth",
    "60": "item_vat",
    "61": "item_gross_worth",
    "62": "total_net_worth",
    "63": "total_vat",
    "64": "total_gross_worth",
    "65": "items_row7:item_desc",
    "66": "items_row7:item_qty",
    "67": "items_row7:item_net_price",
    "68": "items_row7:item_net_worth",
    "69": "items_row7:item_gross_worth",
    "70": "items_row7:item_vat",
    "71": "None:invoice_no",
    "72": "None:invoice_date",
    "73": "None:seller",
    "74": "None:client",
    "75": "None:seller_tax_id",
    "76": "None:client_tax_id",
    "77": "None:iban",
    "78": "None:item_desc",
    "79": "None:item_qty",
    "80": "None:item_net_price",
    "81": "None:item_net_worth",
    "82": "None:item_vat",
    "83": "None:item_gross_worth",
    "84": "None:total_net_worth",
    "85": "None:total_vat",
    "86": "None:total_gross_worth",
    "87": "summary:item_gross_worth",
    "88": "items_row5:total_net_worth",
    "89": "items_row1:seller_tax_id",
    "90": "items_row4:total_net_worth"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "None:client": 74,
    "None:client_tax_id": 76,
    "None:iban": 77,
    "None:invoice_date": 72,
    "None:invoice_no": 71,
    "None:item_desc": 78,
    "None:item_gross_worth": 83,
    "None:item_net_price": 80,
    "None:item_net_worth": 81,
    "None:item_qty": 79,
    "None:item_vat": 82,
    "None:seller": 73,
    "None:seller_tax_id": 75,
    "None:total_gross_worth": 86,
    "None:total_net_worth": 84,
    "None:total_vat": 85,
    "client": 52,
    "client_tax_id": 53,
    "header:client": 4,
    "header:client_tax_id": 6,
    "header:iban": 7,
    "header:invoice_date": 2,
    "header:invoice_no": 1,
    "header:seller": 3,
    "header:seller_tax_id": 5,
    "iban": 55,
    "invoice_date": 50,
    "invoice_no": 49,
    "item_desc": 56,
    "item_gross_worth": 61,
    "item_net_price": 58,
    "item_net_worth": 59,
    "item_qty": 57,
    "item_vat": 60,
    "items_row1:item_desc": 8,
    "items_row1:item_gross_worth": 13,
    "items_row1:item_net_price": 10,
    "items_row1:item_net_worth": 11,
    "items_row1:item_qty": 9,
    "items_row1:item_vat": 12,
    "items_row1:seller_tax_id": 89,
    "items_row2:item_desc": 17,
    "items_row2:item_gross_worth": 22,
    "items_row2:item_net_price": 19,
    "items_row2:item_net_worth": 35,
    "items_row2:item_qty": 18,
    "items_row2:item_vat": 21,
    "items_row2:total_net_worth": 20,
    "items_row3:item_desc": 23,
    "items_row3:item_gross_worth": 28,
    "items_row3:item_net_price": 25,
    "items_row3:item_net_worth": 36,
    "items_row3:item_qty": 24,
    "items_row3:item_vat": 27,
    "items_row3:total_net_worth": 26,
    "items_row4:item_desc": 29,
    "items_row4:item_gross_worth": 34,
    "items_row4:item_net_price": 31,
    "items_row4:item_net_worth": 32,
    "items_row4:item_qty": 30,
    "items_row4:item_vat": 33,
    "items_row4:total_net_worth": 90,
    "items_row5:item_desc": 37,
    "items_row5:item_gross_worth": 42,
    "items_row5:item_net_price": 39,
    "items_row5:item_net_worth": 40,
    "items_row5:item_qty": 38,
    "items_row5:item_vat": 41,
    "items_row5:total_net_worth": 88,
    "items_row6:item_desc": 43,
    "items_row6:item_gross_worth": 48,
    "items_row6:item_net_price": 45,
    "items_row6:item_net_worth": 46,
    "items_row6:item_qty": 44,
    "items_row6:item_vat": 47,
    "items_row7:item_desc": 65,
    "items_row7:item_gross_worth": 69,
    "items_row7:item_net_price": 67,
    "items_row7:item_net_worth": 68,
    "items_row7:item_qty": 66,
    "items_row7:item_vat": 70,
    "other": 0,
    "seller": 51,
    "seller_tax_id": 54,
    "summary:item_gross_worth": 87,
    "summary:total_gross_worth": 16,
    "summary:total_net_worth": 14,
    "summary:total_vat": 15,
    "total_gross_worth": 64,
    "total_net_worth": 62,
    "total_vat": 63
  },
  "layer_norm_eps": 1e-12,
  "max_2d_position_embeddings": 1024,
  "max_position_embeddings": 512,
  "model_type": "layoutlm",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.28.0",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}