End of training

.gitignore

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+checkpoint-*/

config.json

@@ -0,0 +1,108 @@
+{
+  "_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": "B-LINE_ITEM_PRICE_PER_UNIT",
+    "1": "E-LOCATION_OF_PURCHASE",
+    "2": "E-LINE_ITEM_NAME",
+    "3": "B-LOCATION_OF_PURCHASE",
+    "4": "E-LINE_ITEM_DISCOUNT_TYPE",
+    "5": "S-LINE_ITEM_PRICE_PER_UNIT",
+    "6": "E-LINE_ITEM_UNIT_OF_MEASURE-LINE_ITEM_PRICE_PER_UNIT",
+    "7": "E-DATE_OF_PURCHASE",
+    "8": "S-REMOVAL_LINE_ITEM_TOTAL_AMOUNT_LOCAL_CURRENCY",
+    "9": "S-LINE_ITEM_DISCOUNT_TYPE",
+    "10": "I-LINE_ITEM_NAME",
+    "11": "S-LINE_ITEM_TOTAL_AMOUNT_LOCAL_CURRENCY",
+    "12": "I-LOCATION_OF_PURCHASE",
+    "13": "S-REMOVAL_LINE_ITEM_AMOUNT",
+    "14": "S-REMOVAL_LINE_ITEM_NAME",
+    "15": "S-LINE_ITEM_UNIT_OF_MEASURE",
+    "16": "B-LINE_ITEM_DISCOUNT_TYPE",
+    "17": "S-DATE_OF_PURCHASE",
+    "18": "I-REMOVAL_LINE_ITEM_NAME",
+    "19": "O",
+    "20": "B-LINE_ITEM_NAME",
+    "21": "E-LINE_ITEM_NAME-LINE_ITEM_NAME",
+    "22": "S-LINE_ITEM_NAME",
+    "23": "I-LINE_ITEM_DISCOUNT_TYPE",
+    "24": "S-LINE_ITEM_AMOUNT",
+    "25": "S-TIME_OF_PURCHASE",
+    "26": "B-DATE_OF_PURCHASE",
+    "27": "S-LINE_ITEM_NAME-LINE_ITEM_TOTAL_AMOUNT_LOCAL_CURRENCY",
+    "28": "E-REMOVAL_LINE_ITEM_NAME",
+    "29": "E-LINE_ITEM_PRICE_PER_UNIT",
+    "30": "S-LINE_ITEM_DISCOUNT_ANOUNT",
+    "31": "B-REMOVAL_LINE_ITEM_NAME"
+  },
+  "initializer_range": 0.02,
+  "input_size": 224,
+  "intermediate_size": 3072,
+  "label2id": {
+    "B-DATE_OF_PURCHASE": 26,
+    "B-LINE_ITEM_DISCOUNT_TYPE": 16,
+    "B-LINE_ITEM_NAME": 20,
+    "B-LINE_ITEM_PRICE_PER_UNIT": 0,
+    "B-LOCATION_OF_PURCHASE": 3,
+    "B-REMOVAL_LINE_ITEM_NAME": 31,
+    "E-DATE_OF_PURCHASE": 7,
+    "E-LINE_ITEM_DISCOUNT_TYPE": 4,
+    "E-LINE_ITEM_NAME": 2,
+    "E-LINE_ITEM_NAME-LINE_ITEM_NAME": 21,
+    "E-LINE_ITEM_PRICE_PER_UNIT": 29,
+    "E-LINE_ITEM_UNIT_OF_MEASURE-LINE_ITEM_PRICE_PER_UNIT": 6,
+    "E-LOCATION_OF_PURCHASE": 1,
+    "E-REMOVAL_LINE_ITEM_NAME": 28,
+    "I-LINE_ITEM_DISCOUNT_TYPE": 23,
+    "I-LINE_ITEM_NAME": 10,
+    "I-LOCATION_OF_PURCHASE": 12,
+    "I-REMOVAL_LINE_ITEM_NAME": 18,
+    "O": 19,
+    "S-DATE_OF_PURCHASE": 17,
+    "S-LINE_ITEM_AMOUNT": 24,
+    "S-LINE_ITEM_DISCOUNT_ANOUNT": 30,
+    "S-LINE_ITEM_DISCOUNT_TYPE": 9,
+    "S-LINE_ITEM_NAME": 22,
+    "S-LINE_ITEM_NAME-LINE_ITEM_TOTAL_AMOUNT_LOCAL_CURRENCY": 27,
+    "S-LINE_ITEM_PRICE_PER_UNIT": 5,
+    "S-LINE_ITEM_TOTAL_AMOUNT_LOCAL_CURRENCY": 11,
+    "S-LINE_ITEM_UNIT_OF_MEASURE": 15,
+    "S-REMOVAL_LINE_ITEM_AMOUNT": 13,
+    "S-REMOVAL_LINE_ITEM_NAME": 14,
+    "S-REMOVAL_LINE_ITEM_TOTAL_AMOUNT_LOCAL_CURRENCY": 8,
+    "S-TIME_OF_PURCHASE": 25
+  },
+  "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": "4.25.1",
+  "type_vocab_size": 1,
+  "visual_embed": true,
+  "vocab_size": 50265
+}

preprocessor_config.json

@@ -0,0 +1,27 @@
+{
+  "apply_ocr": false,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "feature_extractor_type": "LayoutLMv3FeatureExtractor",
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "LayoutLMv3ImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "ocr_lang": null,
+  "processor_class": "LayoutLMv3Processor",
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  },
+  "tesseract_config": ""
+}

pytorch_model.bin

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special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
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+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
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+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
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+    "rstrip": false,
+    "single_word": false
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+    "single_word": false
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+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_prefix_space": true,
+  "apply_ocr": false,
+  "bos_token": {
+    "__type": "AddedToken",
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "__type": "AddedToken",
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token_box": [
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+    "content": "</s>",
+    "lstrip": false,
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+    "single_word": false
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+  "errors": "replace",
+  "mask_token": {
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+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "model_max_length": 512,
+  "name_or_path": "microsoft/layoutlmv3-base",
+  "only_label_first_subword": true,
+  "pad_token": {
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+  "pad_token_label": -100,
+  "processor_class": "LayoutLMv3Processor",
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+    "content": "</s>",
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+  "special_tokens_map_file": null,
+  "tokenizer_class": "LayoutLMv3Tokenizer",
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+  }
+}

training_args.bin

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