DocuAI_1503_layoutxlm / config.json
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{
"architectures": [
"LayoutLMv2ForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": 0,
"convert_sync_batchnorm": true,
"coordinate_size": 128,
"detectron2_config_args": {
"MODEL.ANCHOR_GENERATOR.SIZES": [
[
32
],
[
64
],
[
128
],
[
256
],
[
512
]
],
"MODEL.BACKBONE.NAME": "build_resnet_fpn_backbone",
"MODEL.FPN.IN_FEATURES": [
"res2",
"res3",
"res4",
"res5"
],
"MODEL.MASK_ON": true,
"MODEL.PIXEL_STD": [
57.375,
57.12,
58.395
],
"MODEL.POST_NMS_TOPK_TEST": 1000,
"MODEL.RESNETS.ASPECT_RATIOS": [
[
0.5,
1.0,
2.0
]
],
"MODEL.RESNETS.DEPTH": 101,
"MODEL.RESNETS.NUM_GROUPS": 32,
"MODEL.RESNETS.OUT_FEATURES": [
"res2",
"res3",
"res4",
"res5"
],
"MODEL.RESNETS.SIZES": [
[
32
],
[
64
],
[
128
],
[
256
],
[
512
]
],
"MODEL.RESNETS.STRIDE_IN_1X1": false,
"MODEL.RESNETS.WIDTH_PER_GROUP": 8,
"MODEL.ROI_BOX_HEAD.NAME": "FastRCNNConvFCHead",
"MODEL.ROI_BOX_HEAD.NUM_FC": 2,
"MODEL.ROI_BOX_HEAD.POOLER_RESOLUTION": 14,
"MODEL.ROI_HEADS.IN_FEATURES": [
"p2",
"p3",
"p4",
"p5"
],
"MODEL.ROI_HEADS.NAME": "StandardROIHeads",
"MODEL.ROI_HEADS.NUM_CLASSES": 5,
"MODEL.ROI_MASK_HEAD.NAME": "MaskRCNNConvUpsampleHead",
"MODEL.ROI_MASK_HEAD.NUM_CONV": 4,
"MODEL.ROI_MASK_HEAD.POOLER_RESOLUTION": 7,
"MODEL.RPN.IN_FEATURES": [
"p2",
"p3",
"p4",
"p5",
"p6"
],
"MODEL.RPN.POST_NMS_TOPK_TRAIN": 1000,
"MODEL.RPN.PRE_NMS_TOPK_TEST": 1000,
"MODEL.RPN.PRE_NMS_TOPK_TRAIN": 2000
},
"dtype": "float32",
"eos_token_id": 2,
"fast_qkv": false,
"gradient_checkpointing": false,
"has_relative_attention_bias": false,
"has_spatial_attention_bias": false,
"has_visual_segment_embedding": true,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "O",
"1": "B-INVOICE_NUMBER",
"2": "I-INVOICE_NUMBER",
"3": "B-DATE",
"4": "I-DATE",
"5": "B-VENDOR_NAME",
"6": "I-VENDOR_NAME",
"7": "B-VENDOR_ADDRESS",
"8": "I-VENDOR_ADDRESS",
"9": "B-CUSTOMER_NAME",
"10": "I-CUSTOMER_NAME",
"11": "B-CUSTOMER_ADDRESS",
"12": "I-CUSTOMER_ADDRESS",
"13": "B-ITEM_NAME",
"14": "I-ITEM_NAME",
"15": "B-QUANTITY",
"16": "I-QUANTITY",
"17": "B-UNIT_PRICE",
"18": "I-UNIT_PRICE",
"19": "B-LINE_AMOUNT",
"20": "I-LINE_AMOUNT",
"21": "B-TOTAL_AMOUNT",
"22": "I-TOTAL_AMOUNT",
"23": "B-TAX_AMOUNT",
"24": "I-TAX_AMOUNT"
},
"image_feature_pool_shape": [
7,
7,
256
],
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"B-CUSTOMER_ADDRESS": 11,
"B-CUSTOMER_NAME": 9,
"B-DATE": 3,
"B-INVOICE_NUMBER": 1,
"B-ITEM_NAME": 13,
"B-LINE_AMOUNT": 19,
"B-QUANTITY": 15,
"B-TAX_AMOUNT": 23,
"B-TOTAL_AMOUNT": 21,
"B-UNIT_PRICE": 17,
"B-VENDOR_ADDRESS": 7,
"B-VENDOR_NAME": 5,
"I-CUSTOMER_ADDRESS": 12,
"I-CUSTOMER_NAME": 10,
"I-DATE": 4,
"I-INVOICE_NUMBER": 2,
"I-ITEM_NAME": 14,
"I-LINE_AMOUNT": 20,
"I-QUANTITY": 16,
"I-TAX_AMOUNT": 24,
"I-TOTAL_AMOUNT": 22,
"I-UNIT_PRICE": 18,
"I-VENDOR_ADDRESS": 8,
"I-VENDOR_NAME": 6,
"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": "layoutlmv2",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"output_past": true,
"pad_token_id": 1,
"rel_2d_pos_bins": 64,
"rel_pos_bins": 32,
"shape_size": 128,
"tokenizer_class": "LayoutXLMTokenizer",
"transformers_version": "5.3.0",
"type_vocab_size": 1,
"use_cache": false,
"vocab_size": 250002
}