End of training

README.md

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+---
+base_model: squantumengine/donut-base-stnk-no-address-v2
+tags:
+- generated_from_trainer
+datasets:
+- imagefolder
+model-index:
+- name: donut-base-stnk-no-address-v3
+  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. -->
+
+# donut-base-stnk-no-address-v3
+
+This model is a fine-tuned version of [squantumengine/donut-base-stnk-no-address-v2](https://huggingface.co/squantumengine/donut-base-stnk-no-address-v2) on the imagefolder dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2116
+
+## 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: 2e-05
+- train_batch_size: 2
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+
+### Training results
+
+| Training Loss | Epoch | Step  | Validation Loss |
+|:-------------:|:-----:|:-----:|:---------------:|
+| 0.4954        | 1.0   | 3253  | 0.3898          |
+| 0.3524        | 2.0   | 6506  | 0.2783          |
+| 0.2498        | 3.0   | 9759  | 0.2342          |
+| 0.1684        | 4.0   | 13012 | 0.2177          |
+| 0.1442        | 5.0   | 16265 | 0.2116          |
+
+
+### Framework versions
+
+- Transformers 4.31.0
+- Pytorch 1.13.1+cu117
+- Datasets 2.14.0
+- Tokenizers 0.13.3

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 2,
+  "forced_eos_token_id": 2,
+  "pad_token_id": 1,
+  "transformers_version": "4.31.0"
+}

preprocessor_config.json

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+{
+  "do_align_long_axis": false,
+  "do_normalize": true,
+  "do_pad": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "do_thumbnail": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "DonutImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "processor_class": "DonutProcessor",
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 960,
+    "width": 720
+  }
+}

runs/Sep01_18-34-18_data-science-dev-jkt/events.out.tfevents.1693568065.data-science-dev-jkt.112325.0

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runs/Sep01_18-34-18_data-science-dev-jkt/events.out.tfevents.1693612880.data-science-dev-jkt.112325.1

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special_tokens_map.json

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+{
+  "additional_special_tokens": [
+    "<s_vehicle_ownership_document_number>",
+    "</s_vehicle_ownership_document_number>",
+    "<s_vehicle_identity_number>",
+    "</s_vehicle_identity_number>",
+    "<s_type_fuel>",
+    "</s_type_fuel>",
+    "<s_type>",
+    "</s_type>",
+    "<s_registration_year>",
+    "</s_registration_year>",
+    "<s_registration_queue_number>",
+    "</s_registration_queue_number>",
+    "<s_registration_number>",
+    "</s_registration_number>",
+    "<s_name>",
+    "</s_name>",
+    "<s_model>",
+    "</s_model>",
+    "<s_manufacture_year>",
+    "</s_manufacture_year>",
+    "<s_location_code>",
+    "</s_location_code>",
+    "<s_license_plate_color>",
+    "</s_license_plate_color>",
+    "<s_engine_number>",
+    "</s_engine_number>",
+    "<s_date_of_expire>",
+    "</s_date_of_expire>",
+    "<s_cylinder_capacity>",
+    "</s_cylinder_capacity>",
+    "<s_color>",
+    "</s_color>",
+    "<s_category>",
+    "</s_category>",
+    "<s_brand>",
+    "</s_brand>",
+    "<s>",
+    "</s>"
+  ],
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

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+{
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "__type": "AddedToken",
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "processor_class": "DonutProcessor",
+  "sep_token": "</s>",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "XLMRobertaTokenizer",
+  "unk_token": "<unk>"
+}