| { | |
| "_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": "0", | |
| "1": "B-AMOUNT_FINANCED", | |
| "2": "B-AVERAGE_BANK_BALANCE", | |
| "3": "B-COMPANY_ADDRESS", | |
| "4": "B-COMPANY_CITY", | |
| "5": "B-COMPANY_NAME", | |
| "6": "B-COMPANY_PHONE", | |
| "7": "B-COMPANY_STATE", | |
| "8": "B-COMPANY_ZIP", | |
| "9": "B-CONTACT_EMAIL", | |
| "10": "B-CONTACT_NAME", | |
| "11": "B-CONTACT_PHONE_NUM", | |
| "12": "B-EQUIPMENT", | |
| "13": "B-EQUIPMENT_ADDRESS", | |
| "14": "B-EQUIPMENT_CITY", | |
| "15": "B-EQUIPMENT_STATE", | |
| "16": "B-EQUIPMENT_ZIP", | |
| "17": "B-FEDERAL_TAX_ID", | |
| "18": "B-Header", | |
| "19": "B-NUMBER_EMPLOYEES", | |
| "20": "B-NUM_YEARS_IN_BUSINESS", | |
| "21": "B-PRINCIPAL_1_ADDRESS", | |
| "22": "B-PRINCIPAL_1_CITY", | |
| "23": "B-PRINCIPAL_1_EMAIL", | |
| "24": "B-PRINCIPAL_1_NAME", | |
| "25": "B-PRINCIPAL_1_OWNERSHIP", | |
| "26": "B-PRINCIPAL_1_SSN", | |
| "27": "B-PRINCIPAL_1_STATE", | |
| "28": "B-PRINCIPAL_1_TITLE", | |
| "29": "B-PRINCIPAL_1_ZIP", | |
| "30": "B-PRINCIPAL_2_ADDRESS", | |
| "31": "B-PRINCIPAL_2_CITY", | |
| "32": "B-PRINCIPAL_2_EMAIL", | |
| "33": "B-PRINCIPAL_2_NAME", | |
| "34": "B-PRINCIPAL_2_OWNERSHIP", | |
| "35": "B-PRINCIPAL_2_SSN", | |
| "36": "B-PRINCIPAL_2_STATE", | |
| "37": "B-PRINCIPAL_2_TITLE", | |
| "38": "B-PRINCIPAL_2_ZIP", | |
| "39": "B-QUESTION_AMOUNT_FINANCED", | |
| "40": "B-QUESTION_AVERAGE_BANK_BALANCE", | |
| "41": "B-QUESTION_COMPANY_ADDRESS", | |
| "42": "B-QUESTION_COMPANY_CITY", | |
| "43": "B-QUESTION_COMPANY_NAME", | |
| "44": "B-QUESTION_COMPANY_PHONE", | |
| "45": "B-QUESTION_COMPANY_STATE", | |
| "46": "B-QUESTION_COMPANY_ZIP", | |
| "47": "B-QUESTION_CONTACT_EMAIL", | |
| "48": "B-QUESTION_CONTACT_NAME", | |
| "49": "B-QUESTION_CONTACT_PHONE_NUM", | |
| "50": "B-QUESTION_EQUIPMENT", | |
| "51": "B-QUESTION_EQUIPMENT_ADDRESS", | |
| "52": "B-QUESTION_EQUIPMENT_CITY", | |
| "53": "B-QUESTION_EQUIPMENT_STATE", | |
| "54": "B-QUESTION_EQUIPMENT_ZIP", | |
| "55": "B-QUESTION_FEDERAL_TAX_ID", | |
| "56": "B-QUESTION_NUMBER_EMPLOYEES", | |
| "57": "B-QUESTION_NUM_YEARS_IN_BUSINESS", | |
| "58": "B-QUESTION_PRINCIPAL_1_ADDRESS", | |
| "59": "B-QUESTION_PRINCIPAL_1_CITY", | |
| "60": "B-QUESTION_PRINCIPAL_1_EMAIL", | |
| "61": "B-QUESTION_PRINCIPAL_1_NAME", | |
| "62": "B-QUESTION_PRINCIPAL_1_OWNERSHIP", | |
| "63": "B-QUESTION_PRINCIPAL_1_SSN", | |
| "64": "B-QUESTION_PRINCIPAL_1_STATE", | |
| "65": "B-QUESTION_PRINCIPAL_1_TITLE", | |
| "66": "B-QUESTION_PRINCIPAL_1_ZIP", | |
| "67": "B-QUESTION_PRINCIPAL_2_ADDRESS", | |
| "68": "B-QUESTION_PRINCIPAL_2_CITY", | |
| "69": "B-QUESTION_PRINCIPAL_2_EMAIL", | |
| "70": "B-QUESTION_PRINCIPAL_2_NAME", | |
| "71": "B-QUESTION_PRINCIPAL_2_OWNERSHIP", | |
| "72": "B-QUESTION_PRINCIPAL_2_SSN", | |
| "73": "B-QUESTION_PRINCIPAL_2_STATE", | |
| "74": "B-QUESTION_PRINCIPAL_2_TITLE", | |
| "75": "B-QUESTION_PRINCIPAL_2_ZIP", | |
| "76": "B-QUESTION_SALES_REP_NAME", | |
| "77": "B-QUESTION_YEARS_CUSTOMER", | |
| "78": "B-SALES_REP_NAME", | |
| "79": "B-YEARS_CUSTOMER", | |
| "80": "I-AVERAGE_BANK_BALANCE", | |
| "81": "I-COMPANY_ADDRESS", | |
| "82": "I-COMPANY_NAME", | |
| "83": "I-COMPANY_PHONE", | |
| "84": "I-CONTACT_EMAIL", | |
| "85": "I-CONTACT_NAME", | |
| "86": "I-CONTACT_PHONE_NUM", | |
| "87": "I-EQUIPMENT", | |
| "88": "I-EQUIPMENT_ADDRESS", | |
| "89": "I-FEDERAL_TAX_ID", | |
| "90": "I-PRINCIPAL_1_ADDRESS", | |
| "91": "I-PRINCIPAL_1_EMAIL", | |
| "92": "I-PRINCIPAL_1_NAME", | |
| "93": "I-PRINCIPAL_1_SSN", | |
| "94": "I-PRINCIPAL_1_TITLE", | |
| "95": "I-PRINCIPAL_2_ADDRESS", | |
| "96": "I-PRINCIPAL_2_EMAIL", | |
| "97": "I-PRINCIPAL_2_NAME", | |
| "98": "I-PRINCIPAL_2_SSN", | |
| "99": "I-PRINCIPAL_2_TITLE", | |
| "100": "I-QUESTION_AMOUNT_FINANCED", | |
| "101": "I-QUESTION_AVERAGE_BANK_BALANCE", | |
| "102": "I-QUESTION_COMPANY_ADDRESS", | |
| "103": "I-QUESTION_COMPANY_NAME", | |
| "104": "I-QUESTION_COMPANY_PHONE", | |
| "105": "I-QUESTION_CONTACT_EMAIL", | |
| "106": "I-QUESTION_CONTACT_NAME", | |
| "107": "I-QUESTION_CONTACT_PHONE_NUM", | |
| "108": "I-QUESTION_EQUIPMENT", | |
| "109": "I-QUESTION_EQUIPMENT_ADDRESS", | |
| "110": "I-QUESTION_FEDERAL_TAX_ID", | |
| "111": "I-QUESTION_NUMBER_EMPLOYEES", | |
| "112": "I-QUESTION_NUM_YEARS_IN_BUSINESS", | |
| "113": "I-QUESTION_PRINCIPAL_1_ADDRESS", | |
| "114": "I-QUESTION_PRINCIPAL_1_EMAIL", | |
| "115": "I-QUESTION_PRINCIPAL_1_OWNERSHIP", | |
| "116": "I-QUESTION_PRINCIPAL_1_SSN", | |
| "117": "I-QUESTION_PRINCIPAL_2_ADDRESS", | |
| "118": "I-QUESTION_PRINCIPAL_2_EMAIL", | |
| "119": "I-QUESTION_PRINCIPAL_2_OWNERSHIP", | |
| "120": "I-QUESTION_PRINCIPAL_2_SSN", | |
| "121": "I-QUESTION_SALES_REP_NAME", | |
| "122": "I-QUESTION_YEARS_CUSTOMER", | |
| "123": "I-SALES_REP_NAME", | |
| "124": "I-YEARS_CUSTOMER" | |
| }, | |
| "initializer_range": 0.02, | |
| "input_size": 224, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "0": 0, | |
| "B-AMOUNT_FINANCED": 1, | |
| "B-AVERAGE_BANK_BALANCE": 2, | |
| "B-COMPANY_ADDRESS": 3, | |
| "B-COMPANY_CITY": 4, | |
| "B-COMPANY_NAME": 5, | |
| "B-COMPANY_PHONE": 6, | |
| "B-COMPANY_STATE": 7, | |
| "B-COMPANY_ZIP": 8, | |
| "B-CONTACT_EMAIL": 9, | |
| "B-CONTACT_NAME": 10, | |
| "B-CONTACT_PHONE_NUM": 11, | |
| "B-EQUIPMENT": 12, | |
| "B-EQUIPMENT_ADDRESS": 13, | |
| "B-EQUIPMENT_CITY": 14, | |
| "B-EQUIPMENT_STATE": 15, | |
| "B-EQUIPMENT_ZIP": 16, | |
| "B-FEDERAL_TAX_ID": 17, | |
| "B-Header": 18, | |
| "B-NUMBER_EMPLOYEES": 19, | |
| "B-NUM_YEARS_IN_BUSINESS": 20, | |
| "B-PRINCIPAL_1_ADDRESS": 21, | |
| "B-PRINCIPAL_1_CITY": 22, | |
| "B-PRINCIPAL_1_EMAIL": 23, | |
| "B-PRINCIPAL_1_NAME": 24, | |
| "B-PRINCIPAL_1_OWNERSHIP": 25, | |
| "B-PRINCIPAL_1_SSN": 26, | |
| "B-PRINCIPAL_1_STATE": 27, | |
| "B-PRINCIPAL_1_TITLE": 28, | |
| "B-PRINCIPAL_1_ZIP": 29, | |
| "B-PRINCIPAL_2_ADDRESS": 30, | |
| "B-PRINCIPAL_2_CITY": 31, | |
| "B-PRINCIPAL_2_EMAIL": 32, | |
| "B-PRINCIPAL_2_NAME": 33, | |
| "B-PRINCIPAL_2_OWNERSHIP": 34, | |
| "B-PRINCIPAL_2_SSN": 35, | |
| "B-PRINCIPAL_2_STATE": 36, | |
| "B-PRINCIPAL_2_TITLE": 37, | |
| "B-PRINCIPAL_2_ZIP": 38, | |
| "B-QUESTION_AMOUNT_FINANCED": 39, | |
| "B-QUESTION_AVERAGE_BANK_BALANCE": 40, | |
| "B-QUESTION_COMPANY_ADDRESS": 41, | |
| "B-QUESTION_COMPANY_CITY": 42, | |
| "B-QUESTION_COMPANY_NAME": 43, | |
| "B-QUESTION_COMPANY_PHONE": 44, | |
| "B-QUESTION_COMPANY_STATE": 45, | |
| "B-QUESTION_COMPANY_ZIP": 46, | |
| "B-QUESTION_CONTACT_EMAIL": 47, | |
| "B-QUESTION_CONTACT_NAME": 48, | |
| "B-QUESTION_CONTACT_PHONE_NUM": 49, | |
| "B-QUESTION_EQUIPMENT": 50, | |
| "B-QUESTION_EQUIPMENT_ADDRESS": 51, | |
| "B-QUESTION_EQUIPMENT_CITY": 52, | |
| "B-QUESTION_EQUIPMENT_STATE": 53, | |
| "B-QUESTION_EQUIPMENT_ZIP": 54, | |
| "B-QUESTION_FEDERAL_TAX_ID": 55, | |
| "B-QUESTION_NUMBER_EMPLOYEES": 56, | |
| "B-QUESTION_NUM_YEARS_IN_BUSINESS": 57, | |
| "B-QUESTION_PRINCIPAL_1_ADDRESS": 58, | |
| "B-QUESTION_PRINCIPAL_1_CITY": 59, | |
| "B-QUESTION_PRINCIPAL_1_EMAIL": 60, | |
| "B-QUESTION_PRINCIPAL_1_NAME": 61, | |
| "B-QUESTION_PRINCIPAL_1_OWNERSHIP": 62, | |
| "B-QUESTION_PRINCIPAL_1_SSN": 63, | |
| "B-QUESTION_PRINCIPAL_1_STATE": 64, | |
| "B-QUESTION_PRINCIPAL_1_TITLE": 65, | |
| "B-QUESTION_PRINCIPAL_1_ZIP": 66, | |
| "B-QUESTION_PRINCIPAL_2_ADDRESS": 67, | |
| "B-QUESTION_PRINCIPAL_2_CITY": 68, | |
| "B-QUESTION_PRINCIPAL_2_EMAIL": 69, | |
| "B-QUESTION_PRINCIPAL_2_NAME": 70, | |
| "B-QUESTION_PRINCIPAL_2_OWNERSHIP": 71, | |
| "B-QUESTION_PRINCIPAL_2_SSN": 72, | |
| "B-QUESTION_PRINCIPAL_2_STATE": 73, | |
| "B-QUESTION_PRINCIPAL_2_TITLE": 74, | |
| "B-QUESTION_PRINCIPAL_2_ZIP": 75, | |
| "B-QUESTION_SALES_REP_NAME": 76, | |
| "B-QUESTION_YEARS_CUSTOMER": 77, | |
| "B-SALES_REP_NAME": 78, | |
| "B-YEARS_CUSTOMER": 79, | |
| "I-AVERAGE_BANK_BALANCE": 80, | |
| "I-COMPANY_ADDRESS": 81, | |
| "I-COMPANY_NAME": 82, | |
| "I-COMPANY_PHONE": 83, | |
| "I-CONTACT_EMAIL": 84, | |
| "I-CONTACT_NAME": 85, | |
| "I-CONTACT_PHONE_NUM": 86, | |
| "I-EQUIPMENT": 87, | |
| "I-EQUIPMENT_ADDRESS": 88, | |
| "I-FEDERAL_TAX_ID": 89, | |
| "I-PRINCIPAL_1_ADDRESS": 90, | |
| "I-PRINCIPAL_1_EMAIL": 91, | |
| "I-PRINCIPAL_1_NAME": 92, | |
| "I-PRINCIPAL_1_SSN": 93, | |
| "I-PRINCIPAL_1_TITLE": 94, | |
| "I-PRINCIPAL_2_ADDRESS": 95, | |
| "I-PRINCIPAL_2_EMAIL": 96, | |
| "I-PRINCIPAL_2_NAME": 97, | |
| "I-PRINCIPAL_2_SSN": 98, | |
| "I-PRINCIPAL_2_TITLE": 99, | |
| "I-QUESTION_AMOUNT_FINANCED": 100, | |
| "I-QUESTION_AVERAGE_BANK_BALANCE": 101, | |
| "I-QUESTION_COMPANY_ADDRESS": 102, | |
| "I-QUESTION_COMPANY_NAME": 103, | |
| "I-QUESTION_COMPANY_PHONE": 104, | |
| "I-QUESTION_CONTACT_EMAIL": 105, | |
| "I-QUESTION_CONTACT_NAME": 106, | |
| "I-QUESTION_CONTACT_PHONE_NUM": 107, | |
| "I-QUESTION_EQUIPMENT": 108, | |
| "I-QUESTION_EQUIPMENT_ADDRESS": 109, | |
| "I-QUESTION_FEDERAL_TAX_ID": 110, | |
| "I-QUESTION_NUMBER_EMPLOYEES": 111, | |
| "I-QUESTION_NUM_YEARS_IN_BUSINESS": 112, | |
| "I-QUESTION_PRINCIPAL_1_ADDRESS": 113, | |
| "I-QUESTION_PRINCIPAL_1_EMAIL": 114, | |
| "I-QUESTION_PRINCIPAL_1_OWNERSHIP": 115, | |
| "I-QUESTION_PRINCIPAL_1_SSN": 116, | |
| "I-QUESTION_PRINCIPAL_2_ADDRESS": 117, | |
| "I-QUESTION_PRINCIPAL_2_EMAIL": 118, | |
| "I-QUESTION_PRINCIPAL_2_OWNERSHIP": 119, | |
| "I-QUESTION_PRINCIPAL_2_SSN": 120, | |
| "I-QUESTION_SALES_REP_NAME": 121, | |
| "I-QUESTION_YEARS_CUSTOMER": 122, | |
| "I-SALES_REP_NAME": 123, | |
| "I-YEARS_CUSTOMER": 124 | |
| }, | |
| "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": "4.47.0.dev0", | |
| "type_vocab_size": 1, | |
| "visual_embed": true, | |
| "vocab_size": 50265 | |
| } | |