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README.md

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+---
+license: cc-by-nc-sa-4.0
+base_model: microsoft/layoutlmv3-base
+tags:
+- generated_from_trainer
+metrics:
+- precision
+- recall
+- f1
+- accuracy
+model-index:
+- name: bank_statement_extractor-v1
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# bank_statement_extractor-v1
+
+This model is a fine-tuned version of [microsoft/layoutlmv3-base](https://huggingface.co/microsoft/layoutlmv3-base) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0708
+- Precision: 0.9963
+- Recall: 0.9963
+- F1: 0.9963
+- Accuracy: 0.9968
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 1e-05
+- train_batch_size: 2
+- eval_batch_size: 2
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- training_steps: 500
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
+| No log        | 5.0   | 50   | 1.6411          | 0.7203    | 0.6886 | 0.7041 | 0.7302   |
+| No log        | 10.0  | 100  | 0.7567          | 0.9599    | 0.9634 | 0.9616 | 0.9619   |
+| No log        | 15.0  | 150  | 0.3852          | 0.9927    | 0.9927 | 0.9927 | 0.9937   |
+| No log        | 20.0  | 200  | 0.2156          | 0.9927    | 0.9927 | 0.9927 | 0.9937   |
+| No log        | 25.0  | 250  | 0.1415          | 0.9963    | 0.9963 | 0.9963 | 0.9968   |
+| No log        | 30.0  | 300  | 0.1087          | 0.9963    | 0.9963 | 0.9963 | 0.9968   |
+| No log        | 35.0  | 350  | 0.0896          | 0.9963    | 0.9963 | 0.9963 | 0.9968   |
+| No log        | 40.0  | 400  | 0.0779          | 0.9963    | 0.9963 | 0.9963 | 0.9968   |
+| No log        | 45.0  | 450  | 0.0720          | 0.9963    | 0.9963 | 0.9963 | 0.9968   |
+| 0.4783        | 50.0  | 500  | 0.0708          | 0.9963    | 0.9963 | 0.9963 | 0.9968   |
+
+
+### Framework versions
+
+- Transformers 4.42.4
+- Pytorch 2.3.1+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

config.json

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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": "COLUMN_HEADER",
+    "1": "TRAN_ID",
+    "2": "TRAN_DATE",
+    "3": "REMARKS",
+    "4": "AMOUNT(RS)",
+    "5": "BALANCE(RS)",
+    "6": "S.NO.",
+    "7": "TRANSACTION_ID",
+    "8": "DATE",
+    "9": "TXN_DATE",
+    "10": "VALUE_DATE",
+    "11": "DESCRIPTION",
+    "12": "REF_CHQ_NO",
+    "13": "BRANCH_CODE",
+    "14": "DEBIT",
+    "15": "CREDIT",
+    "16": "BALANCE",
+    "17": "REFERENCE_NO",
+    "18": "TRANSACTION_DATE",
+    "19": "CREDITED_AMOUNT",
+    "20": "DEBITED_AMOUNT"
+  },
+  "initializer_range": 0.02,
+  "input_size": 224,
+  "intermediate_size": 3072,
+  "label2id": {
+    "AMOUNT(RS)": 4,
+    "BALANCE": 16,
+    "BALANCE(RS)": 5,
+    "BRANCH_CODE": 13,
+    "COLUMN_HEADER": 0,
+    "CREDIT": 15,
+    "CREDITED_AMOUNT": 19,
+    "DATE": 8,
+    "DEBIT": 14,
+    "DEBITED_AMOUNT": 20,
+    "DESCRIPTION": 11,
+    "REFERENCE_NO": 17,
+    "REF_CHQ_NO": 12,
+    "REMARKS": 3,
+    "S.NO.": 6,
+    "TRANSACTION_DATE": 18,
+    "TRANSACTION_ID": 7,
+    "TRAN_DATE": 2,
+    "TRAN_ID": 1,
+    "TXN_DATE": 9,
+    "VALUE_DATE": 10
+  },
+  "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": "4.42.4",
+  "type_vocab_size": 1,
+  "visual_embed": true,
+  "vocab_size": 50265
+}

model.safetensors

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+size 503761196

preprocessor_config.json

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+{
+  "apply_ocr": false,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "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": ""
+}

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_prefix_space": true,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "50264": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "apply_ocr": false,
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "cls_token_box": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "eos_token": "</s>",
+  "errors": "replace",
+  "mask_token": "<mask>",
+  "model_max_length": 512,
+  "only_label_first_subword": true,
+  "pad_token": "<pad>",
+  "pad_token_box": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "pad_token_label": -100,
+  "processor_class": "LayoutLMv3Processor",
+  "sep_token": "</s>",
+  "sep_token_box": [
+    0,
+    0,
+    0,
+    0
+  ],
+  "tokenizer_class": "LayoutLMv3Tokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

training_args.bin

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