End of training
Browse files- README.md +241 -0
- config.json +294 -0
- logs/events.out.tfevents.1732925275.c5741279a733.1208.2 +3 -0
- logs/events.out.tfevents.1732927957.c5741279a733.1208.3 +3 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- preprocessor_config.json +26 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +80 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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| 1 |
+
---
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| 2 |
+
library_name: transformers
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| 3 |
+
license: cc-by-nc-sa-4.0
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| 4 |
+
base_model: microsoft/layoutlmv3-base
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| 5 |
+
tags:
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| 6 |
+
- generated_from_trainer
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| 7 |
+
datasets:
|
| 8 |
+
- layoutlmv3
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| 9 |
+
metrics:
|
| 10 |
+
- precision
|
| 11 |
+
- recall
|
| 12 |
+
- f1
|
| 13 |
+
- accuracy
|
| 14 |
+
model-index:
|
| 15 |
+
- name: layoutlm-captive-corp-7
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| 16 |
+
results:
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| 17 |
+
- task:
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| 18 |
+
name: Token Classification
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| 19 |
+
type: token-classification
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| 20 |
+
dataset:
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| 21 |
+
name: layoutlmv3
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| 22 |
+
type: layoutlmv3
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| 23 |
+
config: FormsDataset
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| 24 |
+
split: test
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| 25 |
+
args: FormsDataset
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| 26 |
+
metrics:
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| 27 |
+
- name: Precision
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| 28 |
+
type: precision
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| 29 |
+
value: 0.8352059925093633
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| 30 |
+
- name: Recall
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| 31 |
+
type: recall
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| 32 |
+
value: 0.8352059925093633
|
| 33 |
+
- name: F1
|
| 34 |
+
type: f1
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| 35 |
+
value: 0.8352059925093633
|
| 36 |
+
- name: Accuracy
|
| 37 |
+
type: accuracy
|
| 38 |
+
value: 0.8812095032397408
|
| 39 |
+
---
|
| 40 |
+
|
| 41 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 42 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 43 |
+
|
| 44 |
+
# layoutlm-captive-corp-7
|
| 45 |
+
|
| 46 |
+
This model is a fine-tuned version of [microsoft/layoutlmv3-base](https://huggingface.co/microsoft/layoutlmv3-base) on the layoutlmv3 dataset.
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| 47 |
+
It achieves the following results on the evaluation set:
|
| 48 |
+
- Loss: 0.7263
|
| 49 |
+
- Precision: 0.8352
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| 50 |
+
- Recall: 0.8352
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| 51 |
+
- F1: 0.8352
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| 52 |
+
- Accuracy: 0.8812
|
| 53 |
+
|
| 54 |
+
## Model description
|
| 55 |
+
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| 56 |
+
More information needed
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| 57 |
+
|
| 58 |
+
## Intended uses & limitations
|
| 59 |
+
|
| 60 |
+
More information needed
|
| 61 |
+
|
| 62 |
+
## Training and evaluation data
|
| 63 |
+
|
| 64 |
+
More information needed
|
| 65 |
+
|
| 66 |
+
## Training procedure
|
| 67 |
+
|
| 68 |
+
### Training hyperparameters
|
| 69 |
+
|
| 70 |
+
The following hyperparameters were used during training:
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| 71 |
+
- learning_rate: 3e-05
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| 72 |
+
- train_batch_size: 2
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| 73 |
+
- eval_batch_size: 2
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| 74 |
+
- seed: 42
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| 75 |
+
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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| 76 |
+
- lr_scheduler_type: linear
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| 77 |
+
- num_epochs: 150
|
| 78 |
+
- mixed_precision_training: Native AMP
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| 79 |
+
|
| 80 |
+
### Training results
|
| 81 |
+
|
| 82 |
+
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|
| 83 |
+
|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
|
| 84 |
+
| 0.3675 | 1.0 | 4 | 0.9283 | 0.7847 | 0.8052 | 0.7948 | 0.8423 |
|
| 85 |
+
| 0.3555 | 2.0 | 8 | 0.9010 | 0.7897 | 0.8015 | 0.7955 | 0.8510 |
|
| 86 |
+
| 0.3296 | 3.0 | 12 | 0.8976 | 0.7941 | 0.8090 | 0.8015 | 0.8402 |
|
| 87 |
+
| 0.3007 | 4.0 | 16 | 0.8562 | 0.7955 | 0.8015 | 0.7985 | 0.8488 |
|
| 88 |
+
| 0.2795 | 5.0 | 20 | 0.8642 | 0.7889 | 0.7978 | 0.7933 | 0.8467 |
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| 89 |
+
| 0.2604 | 6.0 | 24 | 0.8300 | 0.7810 | 0.8015 | 0.7911 | 0.8531 |
|
| 90 |
+
| 0.2464 | 7.0 | 28 | 0.8305 | 0.7904 | 0.8052 | 0.7978 | 0.8488 |
|
| 91 |
+
| 0.2295 | 8.0 | 32 | 0.8205 | 0.7868 | 0.8015 | 0.7941 | 0.8423 |
|
| 92 |
+
| 0.2127 | 9.0 | 36 | 0.8065 | 0.7897 | 0.8015 | 0.7955 | 0.8488 |
|
| 93 |
+
| 0.1961 | 10.0 | 40 | 0.7998 | 0.8060 | 0.8090 | 0.8075 | 0.8531 |
|
| 94 |
+
| 0.185 | 11.0 | 44 | 0.7846 | 0.7941 | 0.8090 | 0.8015 | 0.8553 |
|
| 95 |
+
| 0.1756 | 12.0 | 48 | 0.7772 | 0.8015 | 0.8165 | 0.8089 | 0.8575 |
|
| 96 |
+
| 0.1636 | 13.0 | 52 | 0.7772 | 0.8118 | 0.8240 | 0.8178 | 0.8618 |
|
| 97 |
+
| 0.1567 | 14.0 | 56 | 0.7785 | 0.7978 | 0.8127 | 0.8052 | 0.8575 |
|
| 98 |
+
| 0.1474 | 15.0 | 60 | 0.7634 | 0.7941 | 0.8090 | 0.8015 | 0.8618 |
|
| 99 |
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| 0.1383 | 16.0 | 64 | 0.7435 | 0.8007 | 0.8127 | 0.8067 | 0.8618 |
|
| 100 |
+
| 0.1313 | 17.0 | 68 | 0.7465 | 0.7978 | 0.8127 | 0.8052 | 0.8618 |
|
| 101 |
+
| 0.1231 | 18.0 | 72 | 0.7526 | 0.8051 | 0.8202 | 0.8126 | 0.8661 |
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| 102 |
+
| 0.1197 | 19.0 | 76 | 0.7386 | 0.8015 | 0.8165 | 0.8089 | 0.8683 |
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| 103 |
+
| 0.1143 | 20.0 | 80 | 0.7419 | 0.8044 | 0.8165 | 0.8104 | 0.8661 |
|
| 104 |
+
| 0.108 | 21.0 | 84 | 0.7442 | 0.8037 | 0.8127 | 0.8082 | 0.8575 |
|
| 105 |
+
| 0.1025 | 22.0 | 88 | 0.7415 | 0.8044 | 0.8165 | 0.8104 | 0.8618 |
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| 106 |
+
| 0.0994 | 23.0 | 92 | 0.7392 | 0.8015 | 0.8165 | 0.8089 | 0.8639 |
|
| 107 |
+
| 0.0941 | 24.0 | 96 | 0.7372 | 0.7985 | 0.8165 | 0.8074 | 0.8639 |
|
| 108 |
+
| 0.0905 | 25.0 | 100 | 0.7424 | 0.8044 | 0.8165 | 0.8104 | 0.8639 |
|
| 109 |
+
| 0.0879 | 26.0 | 104 | 0.7349 | 0.8007 | 0.8127 | 0.8067 | 0.8618 |
|
| 110 |
+
| 0.0842 | 27.0 | 108 | 0.7296 | 0.7978 | 0.8127 | 0.8052 | 0.8639 |
|
| 111 |
+
| 0.0805 | 28.0 | 112 | 0.7339 | 0.7970 | 0.8090 | 0.8030 | 0.8596 |
|
| 112 |
+
| 0.0785 | 29.0 | 116 | 0.7405 | 0.8 | 0.8090 | 0.8045 | 0.8553 |
|
| 113 |
+
| 0.0759 | 30.0 | 120 | 0.7424 | 0.7970 | 0.8090 | 0.8030 | 0.8596 |
|
| 114 |
+
| 0.0726 | 31.0 | 124 | 0.7329 | 0.8044 | 0.8165 | 0.8104 | 0.8596 |
|
| 115 |
+
| 0.0703 | 32.0 | 128 | 0.7289 | 0.8015 | 0.8165 | 0.8089 | 0.8618 |
|
| 116 |
+
| 0.0681 | 33.0 | 132 | 0.7204 | 0.8022 | 0.8202 | 0.8111 | 0.8661 |
|
| 117 |
+
| 0.0663 | 34.0 | 136 | 0.7168 | 0.8015 | 0.8165 | 0.8089 | 0.8639 |
|
| 118 |
+
| 0.0619 | 35.0 | 140 | 0.7244 | 0.7978 | 0.8127 | 0.8052 | 0.8661 |
|
| 119 |
+
| 0.0614 | 36.0 | 144 | 0.7360 | 0.7978 | 0.8127 | 0.8052 | 0.8618 |
|
| 120 |
+
| 0.0594 | 37.0 | 148 | 0.7306 | 0.8044 | 0.8165 | 0.8104 | 0.8618 |
|
| 121 |
+
| 0.0586 | 38.0 | 152 | 0.7177 | 0.8081 | 0.8202 | 0.8141 | 0.8639 |
|
| 122 |
+
| 0.0562 | 39.0 | 156 | 0.7133 | 0.8088 | 0.8240 | 0.8163 | 0.8704 |
|
| 123 |
+
| 0.0557 | 40.0 | 160 | 0.7229 | 0.7978 | 0.8127 | 0.8052 | 0.8639 |
|
| 124 |
+
| 0.0558 | 41.0 | 164 | 0.7244 | 0.8044 | 0.8165 | 0.8104 | 0.8661 |
|
| 125 |
+
| 0.0513 | 42.0 | 168 | 0.7180 | 0.8044 | 0.8165 | 0.8104 | 0.8704 |
|
| 126 |
+
| 0.0515 | 43.0 | 172 | 0.7166 | 0.8007 | 0.8127 | 0.8067 | 0.8661 |
|
| 127 |
+
| 0.0496 | 44.0 | 176 | 0.7186 | 0.8104 | 0.8165 | 0.8134 | 0.8683 |
|
| 128 |
+
| 0.049 | 45.0 | 180 | 0.7165 | 0.8111 | 0.8202 | 0.8156 | 0.8661 |
|
| 129 |
+
| 0.0488 | 46.0 | 184 | 0.7139 | 0.8111 | 0.8202 | 0.8156 | 0.8683 |
|
| 130 |
+
| 0.0463 | 47.0 | 188 | 0.7199 | 0.8015 | 0.8165 | 0.8089 | 0.8639 |
|
| 131 |
+
| 0.0449 | 48.0 | 192 | 0.7257 | 0.8015 | 0.8165 | 0.8089 | 0.8618 |
|
| 132 |
+
| 0.0452 | 49.0 | 196 | 0.7231 | 0.8015 | 0.8165 | 0.8089 | 0.8618 |
|
| 133 |
+
| 0.0437 | 50.0 | 200 | 0.7161 | 0.8081 | 0.8202 | 0.8141 | 0.8683 |
|
| 134 |
+
| 0.0428 | 51.0 | 204 | 0.7125 | 0.8015 | 0.8165 | 0.8089 | 0.8683 |
|
| 135 |
+
| 0.0423 | 52.0 | 208 | 0.7170 | 0.8104 | 0.8165 | 0.8134 | 0.8661 |
|
| 136 |
+
| 0.0417 | 53.0 | 212 | 0.7242 | 0.8141 | 0.8202 | 0.8172 | 0.8661 |
|
| 137 |
+
| 0.0397 | 54.0 | 216 | 0.7269 | 0.8141 | 0.8202 | 0.8172 | 0.8661 |
|
| 138 |
+
| 0.0399 | 55.0 | 220 | 0.7239 | 0.8044 | 0.8165 | 0.8104 | 0.8661 |
|
| 139 |
+
| 0.0384 | 56.0 | 224 | 0.7246 | 0.8044 | 0.8165 | 0.8104 | 0.8704 |
|
| 140 |
+
| 0.0378 | 57.0 | 228 | 0.7237 | 0.8111 | 0.8202 | 0.8156 | 0.8726 |
|
| 141 |
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| 0.0367 | 58.0 | 232 | 0.7200 | 0.8111 | 0.8202 | 0.8156 | 0.8726 |
|
| 142 |
+
| 0.037 | 59.0 | 236 | 0.7183 | 0.8111 | 0.8202 | 0.8156 | 0.8726 |
|
| 143 |
+
| 0.0356 | 60.0 | 240 | 0.7187 | 0.7978 | 0.8127 | 0.8052 | 0.8683 |
|
| 144 |
+
| 0.035 | 61.0 | 244 | 0.7161 | 0.8007 | 0.8127 | 0.8067 | 0.8661 |
|
| 145 |
+
| 0.0347 | 62.0 | 248 | 0.7148 | 0.8104 | 0.8165 | 0.8134 | 0.8683 |
|
| 146 |
+
| 0.0339 | 63.0 | 252 | 0.7195 | 0.8141 | 0.8202 | 0.8172 | 0.8704 |
|
| 147 |
+
| 0.0337 | 64.0 | 256 | 0.7236 | 0.8141 | 0.8202 | 0.8172 | 0.8704 |
|
| 148 |
+
| 0.033 | 65.0 | 260 | 0.7208 | 0.8246 | 0.8277 | 0.8262 | 0.8747 |
|
| 149 |
+
| 0.0324 | 66.0 | 264 | 0.7159 | 0.8178 | 0.8240 | 0.8209 | 0.8747 |
|
| 150 |
+
| 0.032 | 67.0 | 268 | 0.7122 | 0.8118 | 0.8240 | 0.8178 | 0.8747 |
|
| 151 |
+
| 0.0315 | 68.0 | 272 | 0.7116 | 0.8229 | 0.8352 | 0.8290 | 0.8790 |
|
| 152 |
+
| 0.0313 | 69.0 | 276 | 0.7154 | 0.8125 | 0.8277 | 0.8200 | 0.8747 |
|
| 153 |
+
| 0.0307 | 70.0 | 280 | 0.7197 | 0.8192 | 0.8315 | 0.8253 | 0.8769 |
|
| 154 |
+
| 0.0306 | 71.0 | 284 | 0.7214 | 0.8192 | 0.8315 | 0.8253 | 0.8769 |
|
| 155 |
+
| 0.0302 | 72.0 | 288 | 0.7223 | 0.8192 | 0.8315 | 0.8253 | 0.8769 |
|
| 156 |
+
| 0.0289 | 73.0 | 292 | 0.7191 | 0.8192 | 0.8315 | 0.8253 | 0.8769 |
|
| 157 |
+
| 0.0292 | 74.0 | 296 | 0.7170 | 0.8185 | 0.8277 | 0.8231 | 0.8769 |
|
| 158 |
+
| 0.0284 | 75.0 | 300 | 0.7172 | 0.8148 | 0.8240 | 0.8194 | 0.8747 |
|
| 159 |
+
| 0.0283 | 76.0 | 304 | 0.7196 | 0.8111 | 0.8202 | 0.8156 | 0.8726 |
|
| 160 |
+
| 0.0277 | 77.0 | 308 | 0.7212 | 0.8044 | 0.8165 | 0.8104 | 0.8704 |
|
| 161 |
+
| 0.0278 | 78.0 | 312 | 0.7230 | 0.8141 | 0.8202 | 0.8172 | 0.8726 |
|
| 162 |
+
| 0.027 | 79.0 | 316 | 0.7223 | 0.8178 | 0.8240 | 0.8209 | 0.8747 |
|
| 163 |
+
| 0.0269 | 80.0 | 320 | 0.7190 | 0.8253 | 0.8315 | 0.8284 | 0.8790 |
|
| 164 |
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| 0.0267 | 81.0 | 324 | 0.7187 | 0.8253 | 0.8315 | 0.8284 | 0.8790 |
|
| 165 |
+
| 0.0262 | 82.0 | 328 | 0.7224 | 0.8216 | 0.8277 | 0.8246 | 0.8769 |
|
| 166 |
+
| 0.0261 | 83.0 | 332 | 0.7262 | 0.8216 | 0.8277 | 0.8246 | 0.8769 |
|
| 167 |
+
| 0.0259 | 84.0 | 336 | 0.7279 | 0.8141 | 0.8202 | 0.8172 | 0.8726 |
|
| 168 |
+
| 0.0257 | 85.0 | 340 | 0.7274 | 0.8141 | 0.8202 | 0.8172 | 0.8726 |
|
| 169 |
+
| 0.0251 | 86.0 | 344 | 0.7267 | 0.8141 | 0.8202 | 0.8172 | 0.8726 |
|
| 170 |
+
| 0.0252 | 87.0 | 348 | 0.7252 | 0.8253 | 0.8315 | 0.8284 | 0.8790 |
|
| 171 |
+
| 0.024 | 88.0 | 352 | 0.7251 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 172 |
+
| 0.0242 | 89.0 | 356 | 0.7263 | 0.8352 | 0.8352 | 0.8352 | 0.8812 |
|
| 173 |
+
| 0.0244 | 90.0 | 360 | 0.7268 | 0.8352 | 0.8352 | 0.8352 | 0.8812 |
|
| 174 |
+
| 0.0241 | 91.0 | 364 | 0.7275 | 0.8352 | 0.8352 | 0.8352 | 0.8812 |
|
| 175 |
+
| 0.0233 | 92.0 | 368 | 0.7279 | 0.8315 | 0.8315 | 0.8315 | 0.8790 |
|
| 176 |
+
| 0.0233 | 93.0 | 372 | 0.7301 | 0.8246 | 0.8277 | 0.8262 | 0.8769 |
|
| 177 |
+
| 0.0231 | 94.0 | 376 | 0.7315 | 0.8209 | 0.8240 | 0.8224 | 0.8747 |
|
| 178 |
+
| 0.0234 | 95.0 | 380 | 0.7322 | 0.8209 | 0.8240 | 0.8224 | 0.8747 |
|
| 179 |
+
| 0.023 | 96.0 | 384 | 0.7304 | 0.8209 | 0.8240 | 0.8224 | 0.8747 |
|
| 180 |
+
| 0.0222 | 97.0 | 388 | 0.7270 | 0.8209 | 0.8240 | 0.8224 | 0.8747 |
|
| 181 |
+
| 0.0221 | 98.0 | 392 | 0.7237 | 0.8246 | 0.8277 | 0.8262 | 0.8769 |
|
| 182 |
+
| 0.0223 | 99.0 | 396 | 0.7216 | 0.8246 | 0.8277 | 0.8262 | 0.8769 |
|
| 183 |
+
| 0.0222 | 100.0 | 400 | 0.7210 | 0.8246 | 0.8277 | 0.8262 | 0.8769 |
|
| 184 |
+
| 0.0218 | 101.0 | 404 | 0.7224 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 185 |
+
| 0.0223 | 102.0 | 408 | 0.7235 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 186 |
+
| 0.0216 | 103.0 | 412 | 0.7239 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 187 |
+
| 0.0213 | 104.0 | 416 | 0.7248 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 188 |
+
| 0.0213 | 105.0 | 420 | 0.7284 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 189 |
+
| 0.0212 | 106.0 | 424 | 0.7316 | 0.8246 | 0.8277 | 0.8262 | 0.8747 |
|
| 190 |
+
| 0.0207 | 107.0 | 428 | 0.7331 | 0.8246 | 0.8277 | 0.8262 | 0.8747 |
|
| 191 |
+
| 0.0206 | 108.0 | 432 | 0.7329 | 0.8315 | 0.8315 | 0.8315 | 0.8769 |
|
| 192 |
+
| 0.0208 | 109.0 | 436 | 0.7325 | 0.8352 | 0.8352 | 0.8352 | 0.8790 |
|
| 193 |
+
| 0.0208 | 110.0 | 440 | 0.7315 | 0.8315 | 0.8315 | 0.8315 | 0.8769 |
|
| 194 |
+
| 0.0205 | 111.0 | 444 | 0.7305 | 0.8352 | 0.8352 | 0.8352 | 0.8790 |
|
| 195 |
+
| 0.0202 | 112.0 | 448 | 0.7284 | 0.8352 | 0.8352 | 0.8352 | 0.8790 |
|
| 196 |
+
| 0.0202 | 113.0 | 452 | 0.7284 | 0.8253 | 0.8315 | 0.8284 | 0.8790 |
|
| 197 |
+
| 0.0201 | 114.0 | 456 | 0.7285 | 0.8284 | 0.8315 | 0.8299 | 0.8769 |
|
| 198 |
+
| 0.0199 | 115.0 | 460 | 0.7308 | 0.8284 | 0.8315 | 0.8299 | 0.8769 |
|
| 199 |
+
| 0.0196 | 116.0 | 464 | 0.7346 | 0.8284 | 0.8315 | 0.8299 | 0.8769 |
|
| 200 |
+
| 0.0197 | 117.0 | 468 | 0.7371 | 0.8284 | 0.8315 | 0.8299 | 0.8747 |
|
| 201 |
+
| 0.0195 | 118.0 | 472 | 0.7384 | 0.8284 | 0.8315 | 0.8299 | 0.8747 |
|
| 202 |
+
| 0.0197 | 119.0 | 476 | 0.7383 | 0.8284 | 0.8315 | 0.8299 | 0.8747 |
|
| 203 |
+
| 0.0198 | 120.0 | 480 | 0.7379 | 0.8284 | 0.8315 | 0.8299 | 0.8769 |
|
| 204 |
+
| 0.0194 | 121.0 | 484 | 0.7372 | 0.8216 | 0.8277 | 0.8246 | 0.8747 |
|
| 205 |
+
| 0.0192 | 122.0 | 488 | 0.7364 | 0.8216 | 0.8277 | 0.8246 | 0.8747 |
|
| 206 |
+
| 0.0192 | 123.0 | 492 | 0.7350 | 0.8216 | 0.8277 | 0.8246 | 0.8747 |
|
| 207 |
+
| 0.0192 | 124.0 | 496 | 0.7344 | 0.8216 | 0.8277 | 0.8246 | 0.8747 |
|
| 208 |
+
| 0.0189 | 125.0 | 500 | 0.7340 | 0.8216 | 0.8277 | 0.8246 | 0.8769 |
|
| 209 |
+
| 0.0185 | 126.0 | 504 | 0.7343 | 0.8216 | 0.8277 | 0.8246 | 0.8769 |
|
| 210 |
+
| 0.0184 | 127.0 | 508 | 0.7343 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 211 |
+
| 0.0188 | 128.0 | 512 | 0.7334 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 212 |
+
| 0.0188 | 129.0 | 516 | 0.7328 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 213 |
+
| 0.0187 | 130.0 | 520 | 0.7331 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 214 |
+
| 0.0188 | 131.0 | 524 | 0.7324 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 215 |
+
| 0.0188 | 132.0 | 528 | 0.7325 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 216 |
+
| 0.0187 | 133.0 | 532 | 0.7317 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 217 |
+
| 0.0186 | 134.0 | 536 | 0.7310 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 218 |
+
| 0.0184 | 135.0 | 540 | 0.7308 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 219 |
+
| 0.0182 | 136.0 | 544 | 0.7307 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 220 |
+
| 0.018 | 137.0 | 548 | 0.7312 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 221 |
+
| 0.0181 | 138.0 | 552 | 0.7324 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 222 |
+
| 0.0182 | 139.0 | 556 | 0.7333 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 223 |
+
| 0.0182 | 140.0 | 560 | 0.7344 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 224 |
+
| 0.0184 | 141.0 | 564 | 0.7351 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 225 |
+
| 0.0182 | 142.0 | 568 | 0.7358 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 226 |
+
| 0.0179 | 143.0 | 572 | 0.7358 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 227 |
+
| 0.0178 | 144.0 | 576 | 0.7357 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 228 |
+
| 0.0183 | 145.0 | 580 | 0.7356 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 229 |
+
| 0.0183 | 146.0 | 584 | 0.7355 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 230 |
+
| 0.0177 | 147.0 | 588 | 0.7354 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 231 |
+
| 0.0179 | 148.0 | 592 | 0.7355 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 232 |
+
| 0.0183 | 149.0 | 596 | 0.7355 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 233 |
+
| 0.0179 | 150.0 | 600 | 0.7355 | 0.8284 | 0.8315 | 0.8299 | 0.8790 |
|
| 234 |
+
|
| 235 |
+
|
| 236 |
+
### Framework versions
|
| 237 |
+
|
| 238 |
+
- Transformers 4.47.0.dev0
|
| 239 |
+
- Pytorch 2.5.1+cu121
|
| 240 |
+
- Datasets 3.1.0
|
| 241 |
+
- Tokenizers 0.20.3
|
config.json
ADDED
|
@@ -0,0 +1,294 @@
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|
|
|
|
|
|
|
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|
|
|
|
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|
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|
|
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|
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|
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|
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|
|
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|
|
|
|
|
|
|
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|
|
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|
|
|
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|
|
|
|
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|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "microsoft/layoutlmv3-base",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"LayoutLMv3ForTokenClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"classifier_dropout": null,
|
| 9 |
+
"coordinate_size": 128,
|
| 10 |
+
"eos_token_id": 2,
|
| 11 |
+
"has_relative_attention_bias": true,
|
| 12 |
+
"has_spatial_attention_bias": true,
|
| 13 |
+
"hidden_act": "gelu",
|
| 14 |
+
"hidden_dropout_prob": 0.1,
|
| 15 |
+
"hidden_size": 768,
|
| 16 |
+
"id2label": {
|
| 17 |
+
"0": "0",
|
| 18 |
+
"1": "B-AMOUNT_FINANCED",
|
| 19 |
+
"2": "B-AVERAGE_BANK_BALANCE",
|
| 20 |
+
"3": "B-COMPANY_ADDRESS",
|
| 21 |
+
"4": "B-COMPANY_CITY",
|
| 22 |
+
"5": "B-COMPANY_NAME",
|
| 23 |
+
"6": "B-COMPANY_PHONE",
|
| 24 |
+
"7": "B-COMPANY_STATE",
|
| 25 |
+
"8": "B-COMPANY_ZIP",
|
| 26 |
+
"9": "B-CONTACT_EMAIL",
|
| 27 |
+
"10": "B-CONTACT_NAME",
|
| 28 |
+
"11": "B-CONTACT_PHONE_NUM",
|
| 29 |
+
"12": "B-EQUIPMENT",
|
| 30 |
+
"13": "B-EQUIPMENT_ADDRESS",
|
| 31 |
+
"14": "B-EQUIPMENT_CITY",
|
| 32 |
+
"15": "B-EQUIPMENT_STATE",
|
| 33 |
+
"16": "B-EQUIPMENT_ZIP",
|
| 34 |
+
"17": "B-FEDERAL_TAX_ID",
|
| 35 |
+
"18": "B-Header",
|
| 36 |
+
"19": "B-NUMBER_EMPLOYEES",
|
| 37 |
+
"20": "B-NUM_YEARS_IN_BUSINESS",
|
| 38 |
+
"21": "B-PRINCIPAL_1_ADDRESS",
|
| 39 |
+
"22": "B-PRINCIPAL_1_CITY",
|
| 40 |
+
"23": "B-PRINCIPAL_1_EMAIL",
|
| 41 |
+
"24": "B-PRINCIPAL_1_NAME",
|
| 42 |
+
"25": "B-PRINCIPAL_1_OWNERSHIP",
|
| 43 |
+
"26": "B-PRINCIPAL_1_SSN",
|
| 44 |
+
"27": "B-PRINCIPAL_1_STATE",
|
| 45 |
+
"28": "B-PRINCIPAL_1_TITLE",
|
| 46 |
+
"29": "B-PRINCIPAL_1_ZIP",
|
| 47 |
+
"30": "B-PRINCIPAL_2_ADDRESS",
|
| 48 |
+
"31": "B-PRINCIPAL_2_CITY",
|
| 49 |
+
"32": "B-PRINCIPAL_2_EMAIL",
|
| 50 |
+
"33": "B-PRINCIPAL_2_NAME",
|
| 51 |
+
"34": "B-PRINCIPAL_2_OWNERSHIP",
|
| 52 |
+
"35": "B-PRINCIPAL_2_SSN",
|
| 53 |
+
"36": "B-PRINCIPAL_2_STATE",
|
| 54 |
+
"37": "B-PRINCIPAL_2_TITLE",
|
| 55 |
+
"38": "B-PRINCIPAL_2_ZIP",
|
| 56 |
+
"39": "B-QUESTION_AMOUNT_FINANCED",
|
| 57 |
+
"40": "B-QUESTION_AVERAGE_BANK_BALANCE",
|
| 58 |
+
"41": "B-QUESTION_COMPANY_ADDRESS",
|
| 59 |
+
"42": "B-QUESTION_COMPANY_CITY",
|
| 60 |
+
"43": "B-QUESTION_COMPANY_NAME",
|
| 61 |
+
"44": "B-QUESTION_COMPANY_PHONE",
|
| 62 |
+
"45": "B-QUESTION_COMPANY_STATE",
|
| 63 |
+
"46": "B-QUESTION_COMPANY_ZIP",
|
| 64 |
+
"47": "B-QUESTION_CONTACT_EMAIL",
|
| 65 |
+
"48": "B-QUESTION_CONTACT_NAME",
|
| 66 |
+
"49": "B-QUESTION_CONTACT_PHONE_NUM",
|
| 67 |
+
"50": "B-QUESTION_EQUIPMENT",
|
| 68 |
+
"51": "B-QUESTION_EQUIPMENT_ADDRESS",
|
| 69 |
+
"52": "B-QUESTION_EQUIPMENT_CITY",
|
| 70 |
+
"53": "B-QUESTION_EQUIPMENT_STATE",
|
| 71 |
+
"54": "B-QUESTION_EQUIPMENT_ZIP",
|
| 72 |
+
"55": "B-QUESTION_FEDERAL_TAX_ID",
|
| 73 |
+
"56": "B-QUESTION_NUMBER_EMPLOYEES",
|
| 74 |
+
"57": "B-QUESTION_NUM_YEARS_IN_BUSINESS",
|
| 75 |
+
"58": "B-QUESTION_PRINCIPAL_1_ADDRESS",
|
| 76 |
+
"59": "B-QUESTION_PRINCIPAL_1_CITY",
|
| 77 |
+
"60": "B-QUESTION_PRINCIPAL_1_EMAIL",
|
| 78 |
+
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| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"mask_token": {
|
| 24 |
+
"content": "<mask>",
|
| 25 |
+
"lstrip": true,
|
| 26 |
+
"normalized": true,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
},
|
| 30 |
+
"pad_token": {
|
| 31 |
+
"content": "<pad>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": true,
|
| 34 |
+
"rstrip": false,
|
| 35 |
+
"single_word": false
|
| 36 |
+
},
|
| 37 |
+
"sep_token": {
|
| 38 |
+
"content": "</s>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
"normalized": true,
|
| 41 |
+
"rstrip": false,
|
| 42 |
+
"single_word": false
|
| 43 |
+
},
|
| 44 |
+
"unk_token": {
|
| 45 |
+
"content": "<unk>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": true,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false
|
| 50 |
+
}
|
| 51 |
+
}
|
tokenizer.json
ADDED
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|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,80 @@
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": true,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"0": {
|
| 5 |
+
"content": "<s>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": true,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"1": {
|
| 13 |
+
"content": "<pad>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": true,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"2": {
|
| 21 |
+
"content": "</s>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": true,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<unk>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": true,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"50264": {
|
| 37 |
+
"content": "<mask>",
|
| 38 |
+
"lstrip": true,
|
| 39 |
+
"normalized": true,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"apply_ocr": false,
|
| 46 |
+
"bos_token": "<s>",
|
| 47 |
+
"clean_up_tokenization_spaces": false,
|
| 48 |
+
"cls_token": "<s>",
|
| 49 |
+
"cls_token_box": [
|
| 50 |
+
0,
|
| 51 |
+
0,
|
| 52 |
+
0,
|
| 53 |
+
0
|
| 54 |
+
],
|
| 55 |
+
"eos_token": "</s>",
|
| 56 |
+
"errors": "replace",
|
| 57 |
+
"extra_special_tokens": {},
|
| 58 |
+
"mask_token": "<mask>",
|
| 59 |
+
"model_max_length": 512,
|
| 60 |
+
"only_label_first_subword": true,
|
| 61 |
+
"pad_token": "<pad>",
|
| 62 |
+
"pad_token_box": [
|
| 63 |
+
0,
|
| 64 |
+
0,
|
| 65 |
+
0,
|
| 66 |
+
0
|
| 67 |
+
],
|
| 68 |
+
"pad_token_label": -100,
|
| 69 |
+
"processor_class": "LayoutLMv3Processor",
|
| 70 |
+
"sep_token": "</s>",
|
| 71 |
+
"sep_token_box": [
|
| 72 |
+
0,
|
| 73 |
+
0,
|
| 74 |
+
0,
|
| 75 |
+
0
|
| 76 |
+
],
|
| 77 |
+
"tokenizer_class": "LayoutLMv3Tokenizer",
|
| 78 |
+
"trim_offsets": true,
|
| 79 |
+
"unk_token": "<unk>"
|
| 80 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7d1174057bab00002e1ce0b5214ded6dbe1c33ff322bcc43bf2a31aaeacbd045
|
| 3 |
+
size 5368
|
vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|