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PL_Jun24

Token Classification
Transformers
PyTorch
layoutlmv3
Inference Endpoints
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PL_Jun24
File size: 3,056 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": "others",
    "1": "issuer_name",
    "2": "issuer_address",
    "3": "issuer_zipcode",
    "4": "issuer_city",
    "5": "issuer_state",
    "6": "issuer_tel",
    "7": "issuer_fax",
    "8": "issuer_email",
    "9": "issuer_id",
    "10": "issuer_vat",
    "11": "client_name",
    "12": "client_address",
    "13": "client_zipcode",
    "14": "client_city",
    "15": "client_state",
    "16": "client_tel",
    "17": "client_vat",
    "18": "client_email",
    "19": "doc_nr",
    "20": "file_nr",
    "21": "transport_date",
    "22": "client_nr",
    "23": "pl_nr",
    "24": "transport_nr",
    "25": "transport_from",
    "26": "transport_to",
    "27": "detail_weight_um",
    "28": "detail_grossw",
    "29": "detail_netw",
    "30": "detail_packtype",
    "31": "detail_qty",
    "32": "detail_tot_qty",
    "33": "detail_vol",
    "34": "detail_tot_vol",
    "35": "detail_vol_um",
    "36": "detail_artcode",
    "37": "detail_desc",
    "38": "detail_packnr",
    "39": "shipment_nr",
    "40": "container_nr"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "client_address": 12,
    "client_city": 14,
    "client_email": 18,
    "client_name": 11,
    "client_nr": 22,
    "client_state": 15,
    "client_tel": 16,
    "client_vat": 17,
    "client_zipcode": 13,
    "container_nr": 40,
    "detail_artcode": 36,
    "detail_desc": 37,
    "detail_grossw": 28,
    "detail_netw": 29,
    "detail_packnr": 38,
    "detail_packtype": 30,
    "detail_qty": 31,
    "detail_tot_qty": 32,
    "detail_tot_vol": 34,
    "detail_vol": 33,
    "detail_vol_um": 35,
    "detail_weight_um": 27,
    "doc_nr": 19,
    "file_nr": 20,
    "issuer_address": 2,
    "issuer_city": 4,
    "issuer_email": 8,
    "issuer_fax": 7,
    "issuer_id": 9,
    "issuer_name": 1,
    "issuer_state": 5,
    "issuer_tel": 6,
    "issuer_vat": 10,
    "issuer_zipcode": 3,
    "others": 0,
    "pl_nr": 23,
    "shipment_nr": 39,
    "transport_date": 21,
    "transport_from": 25,
    "transport_nr": 24,
    "transport_to": 26
  },
  "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": "4.28.0",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}