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sxandie
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doc-ai-information-extraction

Token Classification
Transformers
PyTorch
layoutlmv3
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Community
doc-ai-information-extraction
File size: 3,239 Bytes 
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{
  "_name_or_path": "microsoft/layoutlmv3-base",
  "architectures": [
    "LayoutLMv3ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "coordinate_size": 128,
  "eos_token_id": 2,
  "has_relative_attention_bias": true,
  "has_spatial_attention_bias": true,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "article_key",
    "1": "article_value",
    "2": "as_key",
    "3": "as_value",
    "4": "codicefiscale_key",
    "5": "codicefiscale_value",
    "6": "colli_key",
    "7": "colli_value",
    "8": "descrizione_key",
    "9": "descrizione_value",
    "10": "doctype_key",
    "11": "doctype_value",
    "12": "header",
    "13": "iso_key",
    "14": "iso_value",
    "15": "iva_key",
    "16": "iva_value",
    "17": "importo_key",
    "18": "importo_value",
    "19": "lordo_key",
    "20": "lordo_value",
    "21": "lotto_key",
    "22": "lotto_value",
    "23": "netto_key",
    "24": "netto_value",
    "25": "pag._key",
    "26": "pag._value",
    "27": "pag1_key",
    "28": "pag1_value",
    "29": "partita iva_key",
    "30": "partita iva_value",
    "31": "prezzo_key",
    "32": "prezzo_value",
    "33": "reciever",
    "34": "rif_key",
    "35": "rif_value",
    "36": "senderaddress",
    "37": "spett.le_key",
    "38": "spett.le_value",
    "39": "tara_key",
    "40": "tara_value",
    "41": "transporto_key",
    "42": "transporto_value",
    "43": "um_key",
    "44": "um_value",
    "45": "others"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "article_key": 0,
    "article_value": 1,
    "as_key": 2,
    "as_value": 3,
    "codicefiscale_key": 4,
    "codicefiscale_value": 5,
    "colli_key": 6,
    "colli_value": 7,
    "descrizione_key": 8,
    "descrizione_value": 9,
    "doctype_key": 10,
    "doctype_value": 11,
    "header": 12,
    "importo_key": 17,
    "importo_value": 18,
    "iso_key": 13,
    "iso_value": 14,
    "iva_key": 15,
    "iva_value": 16,
    "lordo_key": 19,
    "lordo_value": 20,
    "lotto_key": 21,
    "lotto_value": 22,
    "netto_key": 23,
    "netto_value": 24,
    "others": 45,
    "pag._key": 25,
    "pag._value": 26,
    "pag1_key": 27,
    "pag1_value": 28,
    "partita iva_key": 29,
    "partita iva_value": 30,
    "prezzo_key": 31,
    "prezzo_value": 32,
    "reciever": 33,
    "rif_key": 34,
    "rif_value": 35,
    "senderaddress": 36,
    "spett.le_key": 37,
    "spett.le_value": 38,
    "tara_key": 39,
    "tara_value": 40,
    "transporto_key": 41,
    "transporto_value": 42,
    "um_key": 43,
    "um_value": 44
  },
  "layer_norm_eps": 1e-05,
  "max_2d_position_embeddings": 1024,
  "max_position_embeddings": 514,
  "max_rel_2d_pos": 256,
  "max_rel_pos": 128,
  "model_type": "layoutlmv3",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "pad_token_id": 1,
  "patch_size": 16,
  "rel_2d_pos_bins": 64,
  "rel_pos_bins": 32,
  "second_input_size": 112,
  "shape_size": 128,
  "text_embed": true,
  "torch_dtype": "float32",
  "transformers_version": "4.26.0.dev0",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}