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Token Classification
Transformers
PyTorch
layoutlmv3
Model card Files
xet
 Community
1
coverpage
File size: 4,492 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": "O",
    "1": "B-DAForm4082",
    "2": "B-Title",
    "3": "B-bankDeposit",
    "4": "B-bankDepositFC",
    "5": "B-cashJournal",
    "6": "B-cashReceipt",
    "7": "B-contracts",
    "8": "B-creditCardReport",
    "9": "B-dar",
    "10": "B-facility",
    "11": "B-fdd",
    "12": "B-fdm",
    "13": "B-fdy",
    "14": "B-fileName",
    "15": "B-form5069",
    "16": "B-garrison",
    "17": "B-glDistrobution",
    "18": "B-ldd",
    "19": "B-ldm",
    "20": "B-ldy",
    "21": "B-locationCode",
    "22": "B-other1",
    "23": "B-other1Type",
    "24": "B-other2",
    "25": "B-other2Type",
    "26": "B-other3",
    "27": "B-other3Type",
    "28": "B-returnChecks",
    "29": "B-senderEmail",
    "30": "B-senderName",
    "31": "B-senderPhone",
    "32": "B-submission",
    "33": "B-ticket",
    "34": "B-tips",
    "35": "B-totalPages",
    "36": "B-tour",
    "37": "B-vending",
    "38": "I-DAForm4082",
    "39": "I-Title",
    "40": "I-bankDeposit",
    "41": "I-bankDepositFC",
    "42": "I-cashJournal",
    "43": "I-cashReceipt",
    "44": "I-contracts",
    "45": "I-creditCardReport",
    "46": "I-dar",
    "47": "I-facility",
    "48": "I-fdd",
    "49": "I-fdm",
    "50": "I-fdy",
    "51": "I-fileName",
    "52": "I-form5069",
    "53": "I-garrison",
    "54": "I-glDistrobution",
    "55": "I-ldd",
    "56": "I-ldm",
    "57": "I-ldy",
    "58": "I-locationCode",
    "59": "I-other1",
    "60": "I-other1Type",
    "61": "I-other2",
    "62": "I-other2Type",
    "63": "I-other3",
    "64": "I-other3Type",
    "65": "I-returnChecks",
    "66": "I-senderEmail",
    "67": "I-senderName",
    "68": "I-senderPhone",
    "69": "I-submission",
    "70": "I-ticket",
    "71": "I-tips",
    "72": "I-totalPages",
    "73": "I-tour",
    "74": "I-vending"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "B-DAForm4082": 1,
    "B-Title": 2,
    "B-bankDeposit": 3,
    "B-bankDepositFC": 4,
    "B-cashJournal": 5,
    "B-cashReceipt": 6,
    "B-contracts": 7,
    "B-creditCardReport": 8,
    "B-dar": 9,
    "B-facility": 10,
    "B-fdd": 11,
    "B-fdm": 12,
    "B-fdy": 13,
    "B-fileName": 14,
    "B-form5069": 15,
    "B-garrison": 16,
    "B-glDistrobution": 17,
    "B-ldd": 18,
    "B-ldm": 19,
    "B-ldy": 20,
    "B-locationCode": 21,
    "B-other1": 22,
    "B-other1Type": 23,
    "B-other2": 24,
    "B-other2Type": 25,
    "B-other3": 26,
    "B-other3Type": 27,
    "B-returnChecks": 28,
    "B-senderEmail": 29,
    "B-senderName": 30,
    "B-senderPhone": 31,
    "B-submission": 32,
    "B-ticket": 33,
    "B-tips": 34,
    "B-totalPages": 35,
    "B-tour": 36,
    "B-vending": 37,
    "I-DAForm4082": 38,
    "I-Title": 39,
    "I-bankDeposit": 40,
    "I-bankDepositFC": 41,
    "I-cashJournal": 42,
    "I-cashReceipt": 43,
    "I-contracts": 44,
    "I-creditCardReport": 45,
    "I-dar": 46,
    "I-facility": 47,
    "I-fdd": 48,
    "I-fdm": 49,
    "I-fdy": 50,
    "I-fileName": 51,
    "I-form5069": 52,
    "I-garrison": 53,
    "I-glDistrobution": 54,
    "I-ldd": 55,
    "I-ldm": 56,
    "I-ldy": 57,
    "I-locationCode": 58,
    "I-other1": 59,
    "I-other1Type": 60,
    "I-other2": 61,
    "I-other2Type": 62,
    "I-other3": 63,
    "I-other3Type": 64,
    "I-returnChecks": 65,
    "I-senderEmail": 66,
    "I-senderName": 67,
    "I-senderPhone": 68,
    "I-submission": 69,
    "I-ticket": 70,
    "I-tips": 71,
    "I-totalPages": 72,
    "I-tour": 73,
    "I-vending": 74,
    "O": 0
  },
  "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": "4.26.1",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}