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layoutlmv3-final-v5-BI

Token Classification
Transformers
PyTorch
layoutlmv3
Generated from Trainer
Inference Endpoints
Model card Files Community
1
layoutlmv3-final-v5-BI
File size: 2,445 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": "I-SENDERADRESS",
    "1": "I-SENDERCITY",
    "10": "B-RECEIVERNAME",
    "11": "B-SENDERZIPCODE",
    "12": "I-REFERENCE",
    "13": "B-RECEIVERADRESS",
    "14": "B-INVOICEDATE",
    "15": "I-INVOICEDATE",
    "16": "B-VATAMOUNT",
    "17": "B-SENDERCITY",
    "18": "B-RECEIVERZIPCODE",
    "19": "I-SENDERZIPCODE",
    "2": "I-RECEIVERADRESS",
    "20": "I-RECEIVERNAME",
    "21": "B-TOTALAMOUNT",
    "22": "I-EXPIRATIONDATE",
    "23": "I-RECEIVERCITY",
    "24": "B-REFERENCE",
    "25": "B-RECEIVERCITY",
    "3": "I-SENDERNAME",
    "4": "B-SENDERNAME",
    "5": "I-RECEIVERZIPCODE",
    "6": "B-SENDERADRESS",
    "7": "I-TOTALAMOUNT",
    "8": "B-EXPIRATIONDATE",
    "9": "I-VATAMOUNT"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "B-EXPIRATIONDATE": 8,
    "B-INVOICEDATE": 14,
    "B-RECEIVERADRESS": 13,
    "B-RECEIVERCITY": 25,
    "B-RECEIVERNAME": 10,
    "B-RECEIVERZIPCODE": 18,
    "B-REFERENCE": 24,
    "B-SENDERADRESS": 6,
    "B-SENDERCITY": 17,
    "B-SENDERNAME": 4,
    "B-SENDERZIPCODE": 11,
    "B-TOTALAMOUNT": 21,
    "B-VATAMOUNT": 16,
    "I-EXPIRATIONDATE": 22,
    "I-INVOICEDATE": 15,
    "I-RECEIVERADRESS": 2,
    "I-RECEIVERCITY": 23,
    "I-RECEIVERNAME": 20,
    "I-RECEIVERZIPCODE": 5,
    "I-REFERENCE": 12,
    "I-SENDERADRESS": 0,
    "I-SENDERCITY": 1,
    "I-SENDERNAME": 3,
    "I-SENDERZIPCODE": 19,
    "I-TOTALAMOUNT": 7,
    "I-VATAMOUNT": 9
  },
  "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": "4.30.0.dev0",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}