layoutlmv3-invoice / config.json
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Training in progress, step 500
c175179
{
"_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": "doc_type",
"1": "entity_name",
"2": "entity_name_address",
"3": "invoice_number",
"4": "inoice_number_key",
"5": "issued_date",
"6": "due_date",
"7": "doc_amount_tax_ex",
"8": "doc_amount_tax",
"9": "doc_amount_total",
"10": "doc_amount_currency",
"11": "po_number",
"12": "po_number_key",
"13": "account_number",
"14": "vendor_business_number",
"15": "vendor_name",
"16": "vendor_address",
"17": "vendor_bank_bsb",
"18": "vendor_bank_account_number",
"19": "bpay_biller_code",
"20": "bpay_reference_number",
"21": "invoice_name",
"22": "invoice_address",
"23": "statement_invoice_numbers",
"24": "line_product_code",
"25": "line_quantity",
"26": "line_uom",
"27": "line_unit_amount_tax_ex",
"28": "line_amount_tax",
"29": "line_amount_tax_ex",
"30": "line_amount_total",
"31": "line_description",
"32": "line_valid_additional_charge",
"33": "line_po_number"
},
"initializer_range": 0.02,
"input_size": 224,
"intermediate_size": 3072,
"label2id": {
"account_number": 13,
"bpay_biller_code": 19,
"bpay_reference_number": 20,
"doc_amount_currency": 10,
"doc_amount_tax": 8,
"doc_amount_tax_ex": 7,
"doc_amount_total": 9,
"doc_type": 0,
"due_date": 6,
"entity_name": 1,
"entity_name_address": 2,
"inoice_number_key": 4,
"invoice_address": 22,
"invoice_name": 21,
"invoice_number": 3,
"issued_date": 5,
"line_amount_tax": 28,
"line_amount_tax_ex": 29,
"line_amount_total": 30,
"line_description": 31,
"line_po_number": 33,
"line_product_code": 24,
"line_quantity": 25,
"line_unit_amount_tax_ex": 27,
"line_uom": 26,
"line_valid_additional_charge": 32,
"po_number": 11,
"po_number_key": 12,
"statement_invoice_numbers": 23,
"vendor_address": 16,
"vendor_bank_account_number": 18,
"vendor_bank_bsb": 17,
"vendor_business_number": 14,
"vendor_name": 15
},
"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": "4.36.0.dev0",
"type_vocab_size": 1,
"visual_embed": true,
"vocab_size": 50265
}