---
license: cc-by-nc-sa-4.0
base_model: microsoft/layoutlmv3-base
tags:
- generated_from_trainer
datasets:
- funsd-layoutlmv3
metrics:
- precision
- recall
- f1
- accuracy
model-index:
- name: layoutlmv3-fintuned-funsd
  results:
  - task:
      name: Token Classification
      type: token-classification
    dataset:
      name: funsd-layoutlmv3
      type: funsd-layoutlmv3
      config: funsd
      split: test
      args: funsd
    metrics:
    - name: Precision
      type: precision
      value: 0.9130434782608695
    - name: Recall
      type: recall
      value: 0.9180327868852459
    - name: F1
      type: f1
      value: 0.9155313351498637
    - name: Accuracy
      type: accuracy
      value: 0.8387020087959111
---

<!-- 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. -->

# layoutlmv3-fintuned-funsd

This model is a fine-tuned version of [microsoft/layoutlmv3-base](https://huggingface.co/microsoft/layoutlmv3-base) on the funsd-layoutlmv3 dataset.
It achieves the following results on the evaluation set:
- Loss: 1.7000
- Precision: 0.9130
- Recall: 0.9180
- F1: 0.9155
- Accuracy: 0.8387

## 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: 20000

### Training results

| Training Loss | Epoch  | Step  | Validation Loss | Precision | Recall | F1     | Accuracy |
|:-------------:|:------:|:-----:|:---------------:|:---------:|:------:|:------:|:--------:|
| No log        | 1.33   | 100   | 0.6462          | 0.7683    | 0.8137 | 0.7903 | 0.7808   |
| No log        | 2.67   | 200   | 0.4416          | 0.8248    | 0.8887 | 0.8556 | 0.8444   |
| No log        | 4.0    | 300   | 0.5276          | 0.8563    | 0.9061 | 0.8805 | 0.8351   |
| No log        | 5.33   | 400   | 0.5038          | 0.8319    | 0.8922 | 0.8610 | 0.8317   |
| 0.5539        | 6.67   | 500   | 0.5489          | 0.8864    | 0.9151 | 0.9005 | 0.8583   |
| 0.5539        | 8.0    | 600   | 0.5947          | 0.8646    | 0.9165 | 0.8898 | 0.8383   |
| 0.5539        | 9.33   | 700   | 0.7367          | 0.8796    | 0.8857 | 0.8827 | 0.8362   |
| 0.5539        | 10.67  | 800   | 0.8299          | 0.8911    | 0.9230 | 0.9068 | 0.8350   |
| 0.5539        | 12.0   | 900   | 0.6754          | 0.8934    | 0.9116 | 0.9024 | 0.8465   |
| 0.1203        | 13.33  | 1000  | 0.8242          | 0.8814    | 0.9011 | 0.8912 | 0.8420   |
| 0.1203        | 14.67  | 1100  | 0.9349          | 0.8835    | 0.8857 | 0.8846 | 0.8208   |
| 0.1203        | 16.0   | 1200  | 1.0205          | 0.8853    | 0.8783 | 0.8818 | 0.8131   |
| 0.1203        | 17.33  | 1300  | 0.8790          | 0.8865    | 0.8962 | 0.8913 | 0.8542   |
| 0.1203        | 18.67  | 1400  | 0.9262          | 0.8870    | 0.8967 | 0.8918 | 0.8482   |
| 0.0522        | 20.0   | 1500  | 0.9744          | 0.8979    | 0.8952 | 0.8965 | 0.8323   |
| 0.0522        | 21.33  | 1600  | 1.0198          | 0.8976    | 0.9146 | 0.9060 | 0.8401   |
| 0.0522        | 22.67  | 1700  | 1.0466          | 0.9114    | 0.9146 | 0.9130 | 0.8368   |
| 0.0522        | 24.0   | 1800  | 0.9874          | 0.8944    | 0.9086 | 0.9014 | 0.8462   |
| 0.0522        | 25.33  | 1900  | 1.1240          | 0.9051    | 0.9141 | 0.9095 | 0.8364   |
| 0.0208        | 26.67  | 2000  | 1.0658          | 0.9021    | 0.9205 | 0.9112 | 0.8399   |
| 0.0208        | 28.0   | 2100  | 1.2349          | 0.8934    | 0.9116 | 0.9024 | 0.8227   |
| 0.0208        | 29.33  | 2200  | 1.2906          | 0.8930    | 0.9081 | 0.9005 | 0.8111   |
| 0.0208        | 30.67  | 2300  | 1.2133          | 0.9020    | 0.9096 | 0.9058 | 0.8398   |
| 0.0208        | 32.0   | 2400  | 1.2202          | 0.9055    | 0.9096 | 0.9076 | 0.8375   |
| 0.0154        | 33.33  | 2500  | 1.2454          | 0.8909    | 0.9131 | 0.9019 | 0.8393   |
| 0.0154        | 34.67  | 2600  | 1.2065          | 0.9058    | 0.9126 | 0.9092 | 0.8364   |
| 0.0154        | 36.0   | 2700  | 1.2165          | 0.8998    | 0.9096 | 0.9046 | 0.8284   |
| 0.0154        | 37.33  | 2800  | 1.3195          | 0.8913    | 0.9160 | 0.9035 | 0.8272   |
| 0.0154        | 38.67  | 2900  | 1.3834          | 0.8957    | 0.9086 | 0.9021 | 0.8240   |
| 0.007         | 40.0   | 3000  | 1.3035          | 0.9001    | 0.9086 | 0.9043 | 0.8306   |
| 0.007         | 41.33  | 3100  | 1.3553          | 0.8991    | 0.9121 | 0.9055 | 0.8241   |
| 0.007         | 42.67  | 3200  | 1.3227          | 0.9054    | 0.9036 | 0.9045 | 0.8343   |
| 0.007         | 44.0   | 3300  | 1.2750          | 0.9262    | 0.9170 | 0.9216 | 0.8460   |
| 0.007         | 45.33  | 3400  | 1.2563          | 0.8980    | 0.9101 | 0.9040 | 0.8408   |
| 0.0035        | 46.67  | 3500  | 1.2013          | 0.9015    | 0.9136 | 0.9075 | 0.8383   |
| 0.0035        | 48.0   | 3600  | 1.2035          | 0.8997    | 0.9180 | 0.9088 | 0.8487   |
| 0.0035        | 49.33  | 3700  | 1.3997          | 0.9206    | 0.9041 | 0.9123 | 0.8312   |
| 0.0035        | 50.67  | 3800  | 1.3818          | 0.9117    | 0.9180 | 0.9149 | 0.8337   |
| 0.0035        | 52.0   | 3900  | 1.3568          | 0.9045    | 0.9086 | 0.9066 | 0.8410   |
| 0.0057        | 53.33  | 4000  | 1.3255          | 0.8935    | 0.9170 | 0.9051 | 0.8313   |
| 0.0057        | 54.67  | 4100  | 1.2954          | 0.8950    | 0.9151 | 0.9049 | 0.8343   |
| 0.0057        | 56.0   | 4200  | 1.4201          | 0.9028    | 0.9141 | 0.9084 | 0.8234   |
| 0.0057        | 57.33  | 4300  | 1.3858          | 0.9016    | 0.9061 | 0.9039 | 0.8238   |
| 0.0057        | 58.67  | 4400  | 1.3748          | 0.8976    | 0.9056 | 0.9016 | 0.8286   |
| 0.0155        | 60.0   | 4500  | 1.4346          | 0.9024    | 0.9051 | 0.9038 | 0.8274   |
| 0.0155        | 61.33  | 4600  | 1.4059          | 0.9073    | 0.9136 | 0.9104 | 0.8324   |
| 0.0155        | 62.67  | 4700  | 1.3779          | 0.9076    | 0.9121 | 0.9098 | 0.8358   |
| 0.0155        | 64.0   | 4800  | 1.3785          | 0.9064    | 0.9235 | 0.9149 | 0.8389   |
| 0.0155        | 65.33  | 4900  | 1.3995          | 0.9014    | 0.9220 | 0.9116 | 0.8190   |
| 0.0043        | 66.67  | 5000  | 1.2618          | 0.9087    | 0.9101 | 0.9094 | 0.8329   |
| 0.0043        | 68.0   | 5100  | 1.2878          | 0.9093    | 0.9165 | 0.9129 | 0.8526   |
| 0.0043        | 69.33  | 5200  | 1.4384          | 0.9063    | 0.9126 | 0.9094 | 0.8372   |
| 0.0043        | 70.67  | 5300  | 1.5029          | 0.9093    | 0.9165 | 0.9129 | 0.8347   |
| 0.0043        | 72.0   | 5400  | 1.4592          | 0.9107    | 0.9071 | 0.9089 | 0.8345   |
| 0.0045        | 73.33  | 5500  | 1.4604          | 0.9099    | 0.9136 | 0.9118 | 0.8263   |
| 0.0045        | 74.67  | 5600  | 1.5632          | 0.8933    | 0.9066 | 0.8999 | 0.8162   |
| 0.0045        | 76.0   | 5700  | 1.5839          | 0.9114    | 0.9096 | 0.9105 | 0.8335   |
| 0.0045        | 77.33  | 5800  | 1.5557          | 0.9099    | 0.9081 | 0.9090 | 0.8392   |
| 0.0045        | 78.67  | 5900  | 1.4348          | 0.9024    | 0.9051 | 0.9038 | 0.8266   |
| 0.0089        | 80.0   | 6000  | 1.2747          | 0.9026    | 0.9160 | 0.9093 | 0.8429   |
| 0.0089        | 81.33  | 6100  | 1.3560          | 0.8963    | 0.9230 | 0.9094 | 0.8376   |
| 0.0089        | 82.67  | 6200  | 1.2859          | 0.8987    | 0.9165 | 0.9075 | 0.8480   |
| 0.0089        | 84.0   | 6300  | 1.3389          | 0.9032    | 0.9220 | 0.9125 | 0.8315   |
| 0.0089        | 85.33  | 6400  | 1.3922          | 0.8922    | 0.9126 | 0.9023 | 0.8413   |
| 0.0045        | 86.67  | 6500  | 1.3723          | 0.9003    | 0.9066 | 0.9035 | 0.8353   |
| 0.0045        | 88.0   | 6600  | 1.3220          | 0.9011    | 0.9141 | 0.9075 | 0.8441   |
| 0.0045        | 89.33  | 6700  | 1.4433          | 0.9063    | 0.9126 | 0.9094 | 0.8213   |
| 0.0045        | 90.67  | 6800  | 1.5350          | 0.8977    | 0.9195 | 0.9085 | 0.8266   |
| 0.0045        | 92.0   | 6900  | 1.3681          | 0.9115    | 0.9215 | 0.9165 | 0.8467   |
| 0.002         | 93.33  | 7000  | 1.3141          | 0.8981    | 0.9240 | 0.9109 | 0.8398   |
| 0.002         | 94.67  | 7100  | 1.3836          | 0.9069    | 0.9146 | 0.9107 | 0.8310   |
| 0.002         | 96.0   | 7200  | 1.4456          | 0.8995    | 0.9155 | 0.9074 | 0.8310   |
| 0.002         | 97.33  | 7300  | 1.4218          | 0.9018    | 0.9031 | 0.9025 | 0.8304   |
| 0.002         | 98.67  | 7400  | 1.5428          | 0.8958    | 0.9225 | 0.9090 | 0.8252   |
| 0.0016        | 100.0  | 7500  | 1.4982          | 0.8974    | 0.9215 | 0.9093 | 0.8280   |
| 0.0016        | 101.33 | 7600  | 1.4787          | 0.9025    | 0.9240 | 0.9131 | 0.8330   |
| 0.0016        | 102.67 | 7700  | 1.5694          | 0.8982    | 0.9026 | 0.9004 | 0.8148   |
| 0.0016        | 104.0  | 7800  | 1.4361          | 0.8985    | 0.9146 | 0.9065 | 0.8244   |
| 0.0016        | 105.33 | 7900  | 1.5643          | 0.8912    | 0.9280 | 0.9092 | 0.8265   |
| 0.0065        | 106.67 | 8000  | 1.5890          | 0.9017    | 0.9155 | 0.9086 | 0.8269   |
| 0.0065        | 108.0  | 8100  | 1.5755          | 0.8901    | 0.9170 | 0.9034 | 0.8209   |
| 0.0065        | 109.33 | 8200  | 1.7716          | 0.9006    | 0.9051 | 0.9029 | 0.8105   |
| 0.0065        | 110.67 | 8300  | 1.6814          | 0.8973    | 0.9160 | 0.9066 | 0.8168   |
| 0.0065        | 112.0  | 8400  | 1.5316          | 0.9002    | 0.9230 | 0.9115 | 0.8199   |
| 0.0012        | 113.33 | 8500  | 1.5376          | 0.9041    | 0.9136 | 0.9088 | 0.8338   |
| 0.0012        | 114.67 | 8600  | 1.5773          | 0.9085    | 0.9175 | 0.9130 | 0.8334   |
| 0.0012        | 116.0  | 8700  | 1.5998          | 0.9050    | 0.9086 | 0.9068 | 0.8380   |
| 0.0012        | 117.33 | 8800  | 1.6401          | 0.8985    | 0.9101 | 0.9042 | 0.8298   |
| 0.0012        | 118.67 | 8900  | 1.6894          | 0.9055    | 0.8897 | 0.8975 | 0.8248   |
| 0.0011        | 120.0  | 9000  | 1.6945          | 0.9004    | 0.9031 | 0.9018 | 0.8275   |
| 0.0011        | 121.33 | 9100  | 1.5659          | 0.9038    | 0.9240 | 0.9138 | 0.8332   |
| 0.0011        | 122.67 | 9200  | 1.5270          | 0.8947    | 0.9240 | 0.9091 | 0.8358   |
| 0.0011        | 124.0  | 9300  | 1.5225          | 0.9081    | 0.9230 | 0.9155 | 0.8304   |
| 0.0011        | 125.33 | 9400  | 1.6064          | 0.8906    | 0.9141 | 0.9022 | 0.8232   |
| 0.0035        | 126.67 | 9500  | 1.5898          | 0.9034    | 0.9240 | 0.9136 | 0.8294   |
| 0.0035        | 128.0  | 9600  | 1.5404          | 0.8949    | 0.9225 | 0.9085 | 0.8336   |
| 0.0035        | 129.33 | 9700  | 1.4890          | 0.9074    | 0.9250 | 0.9161 | 0.8460   |
| 0.0035        | 130.67 | 9800  | 1.5620          | 0.9049    | 0.9175 | 0.9112 | 0.8315   |
| 0.0035        | 132.0  | 9900  | 1.5565          | 0.9050    | 0.9180 | 0.9115 | 0.8279   |
| 0.0014        | 133.33 | 10000 | 1.5553          | 0.8989    | 0.9230 | 0.9108 | 0.8424   |
| 0.0014        | 134.67 | 10100 | 1.5287          | 0.9060    | 0.9195 | 0.9127 | 0.8356   |
| 0.0014        | 136.0  | 10200 | 1.5282          | 0.9109    | 0.9146 | 0.9127 | 0.8398   |
| 0.0014        | 137.33 | 10300 | 1.5280          | 0.9073    | 0.9141 | 0.9107 | 0.8437   |
| 0.0014        | 138.67 | 10400 | 1.5719          | 0.9092    | 0.9151 | 0.9121 | 0.8387   |
| 0.0035        | 140.0  | 10500 | 1.5059          | 0.9074    | 0.9155 | 0.9115 | 0.8426   |
| 0.0035        | 141.33 | 10600 | 1.5702          | 0.9013    | 0.9250 | 0.9130 | 0.8355   |
| 0.0035        | 142.67 | 10700 | 1.5080          | 0.9035    | 0.9260 | 0.9146 | 0.8455   |
| 0.0035        | 144.0  | 10800 | 1.4643          | 0.9097    | 0.9255 | 0.9175 | 0.8467   |
| 0.0035        | 145.33 | 10900 | 1.5316          | 0.9037    | 0.9230 | 0.9132 | 0.8387   |
| 0.0011        | 146.67 | 11000 | 1.5314          | 0.9114    | 0.9195 | 0.9154 | 0.8392   |
| 0.0011        | 148.0  | 11100 | 1.4988          | 0.9114    | 0.9200 | 0.9157 | 0.8493   |
| 0.0011        | 149.33 | 11200 | 1.4546          | 0.9121    | 0.9275 | 0.9197 | 0.8538   |
| 0.0011        | 150.67 | 11300 | 1.5075          | 0.9062    | 0.9170 | 0.9116 | 0.8456   |
| 0.0011        | 152.0  | 11400 | 1.4556          | 0.8973    | 0.9076 | 0.9024 | 0.8393   |
| 0.0009        | 153.33 | 11500 | 1.5058          | 0.8911    | 0.9185 | 0.9046 | 0.8272   |
| 0.0009        | 154.67 | 11600 | 1.5903          | 0.9197    | 0.9101 | 0.9149 | 0.8318   |
| 0.0009        | 156.0  | 11700 | 1.5263          | 0.9164    | 0.9146 | 0.9155 | 0.8413   |
| 0.0009        | 157.33 | 11800 | 1.5729          | 0.9129    | 0.9160 | 0.9145 | 0.8386   |
| 0.0009        | 158.67 | 11900 | 1.5880          | 0.9086    | 0.9131 | 0.9108 | 0.8398   |
| 0.0009        | 160.0  | 12000 | 1.5907          | 0.9090    | 0.9126 | 0.9108 | 0.8399   |
| 0.0009        | 161.33 | 12100 | 1.5714          | 0.9111    | 0.9111 | 0.9111 | 0.8373   |
| 0.0009        | 162.67 | 12200 | 1.5848          | 0.9135    | 0.9126 | 0.9130 | 0.8378   |
| 0.0009        | 164.0  | 12300 | 1.5816          | 0.9112    | 0.9175 | 0.9144 | 0.8405   |
| 0.0009        | 165.33 | 12400 | 1.5425          | 0.9080    | 0.9121 | 0.9100 | 0.8386   |
| 0.0           | 166.67 | 12500 | 1.5837          | 0.9046    | 0.9136 | 0.9090 | 0.8362   |
| 0.0           | 168.0  | 12600 | 1.6781          | 0.9025    | 0.9195 | 0.9109 | 0.8290   |
| 0.0           | 169.33 | 12700 | 1.6219          | 0.9028    | 0.9185 | 0.9106 | 0.8326   |
| 0.0           | 170.67 | 12800 | 1.5786          | 0.9076    | 0.9126 | 0.9101 | 0.8380   |
| 0.0           | 172.0  | 12900 | 1.6212          | 0.9020    | 0.9146 | 0.9082 | 0.8322   |
| 0.0018        | 173.33 | 13000 | 1.6451          | 0.9086    | 0.9141 | 0.9113 | 0.8315   |
| 0.0018        | 174.67 | 13100 | 1.6730          | 0.9064    | 0.9185 | 0.9124 | 0.8293   |
| 0.0018        | 176.0  | 13200 | 1.6106          | 0.9026    | 0.9071 | 0.9049 | 0.8354   |
| 0.0018        | 177.33 | 13300 | 1.6403          | 0.9081    | 0.9180 | 0.9130 | 0.8402   |
| 0.0018        | 178.67 | 13400 | 1.6343          | 0.9043    | 0.9200 | 0.9121 | 0.8361   |
| 0.0012        | 180.0  | 13500 | 1.5853          | 0.9096    | 0.9195 | 0.9145 | 0.8431   |
| 0.0012        | 181.33 | 13600 | 1.5859          | 0.9101    | 0.9205 | 0.9153 | 0.8432   |
| 0.0012        | 182.67 | 13700 | 1.6137          | 0.9071    | 0.9215 | 0.9142 | 0.8394   |
| 0.0012        | 184.0  | 13800 | 1.6416          | 0.9002    | 0.9185 | 0.9093 | 0.8299   |
| 0.0012        | 185.33 | 13900 | 1.5497          | 0.9085    | 0.9126 | 0.9105 | 0.8457   |
| 0.0002        | 186.67 | 14000 | 1.6534          | 0.9015    | 0.9141 | 0.9077 | 0.8322   |
| 0.0002        | 188.0  | 14100 | 1.6003          | 0.9044    | 0.9116 | 0.9080 | 0.8290   |
| 0.0002        | 189.33 | 14200 | 1.5269          | 0.9046    | 0.9185 | 0.9115 | 0.8443   |
| 0.0002        | 190.67 | 14300 | 1.5977          | 0.9069    | 0.9141 | 0.9104 | 0.8360   |
| 0.0002        | 192.0  | 14400 | 1.5968          | 0.9090    | 0.9131 | 0.9110 | 0.8374   |
| 0.0004        | 193.33 | 14500 | 1.5945          | 0.9090    | 0.9131 | 0.9110 | 0.8376   |
| 0.0004        | 194.67 | 14600 | 1.6041          | 0.9117    | 0.9126 | 0.9121 | 0.8388   |
| 0.0004        | 196.0  | 14700 | 1.6038          | 0.9071    | 0.9121 | 0.9096 | 0.8362   |
| 0.0004        | 197.33 | 14800 | 1.6108          | 0.9059    | 0.9131 | 0.9095 | 0.8347   |
| 0.0004        | 198.67 | 14900 | 1.5873          | 0.9087    | 0.9151 | 0.9119 | 0.8393   |
| 0.0           | 200.0  | 15000 | 1.6047          | 0.9042    | 0.9146 | 0.9094 | 0.8417   |
| 0.0           | 201.33 | 15100 | 1.6125          | 0.9017    | 0.9155 | 0.9086 | 0.8348   |
| 0.0           | 202.67 | 15200 | 1.6191          | 0.9039    | 0.9155 | 0.9097 | 0.8360   |
| 0.0           | 204.0  | 15300 | 1.6626          | 0.9095    | 0.9131 | 0.9113 | 0.8320   |
| 0.0           | 205.33 | 15400 | 1.5967          | 0.9051    | 0.9190 | 0.9120 | 0.8427   |
| 0.0003        | 206.67 | 15500 | 1.5989          | 0.8982    | 0.9116 | 0.9048 | 0.8318   |
| 0.0003        | 208.0  | 15600 | 1.5990          | 0.8995    | 0.9116 | 0.9055 | 0.8307   |
| 0.0003        | 209.33 | 15700 | 1.6338          | 0.9043    | 0.9111 | 0.9077 | 0.8325   |
| 0.0003        | 210.67 | 15800 | 1.6390          | 0.9034    | 0.9101 | 0.9067 | 0.8329   |
| 0.0003        | 212.0  | 15900 | 1.6372          | 0.9015    | 0.9096 | 0.9055 | 0.8368   |
| 0.0001        | 213.33 | 16000 | 1.6020          | 0.9045    | 0.9131 | 0.9088 | 0.8378   |
| 0.0001        | 214.67 | 16100 | 1.5761          | 0.9071    | 0.9170 | 0.9121 | 0.8397   |
| 0.0001        | 216.0  | 16200 | 1.6536          | 0.9010    | 0.9131 | 0.9070 | 0.8293   |
| 0.0001        | 217.33 | 16300 | 1.6549          | 0.9023    | 0.9131 | 0.9077 | 0.8290   |
| 0.0001        | 218.67 | 16400 | 1.6737          | 0.8948    | 0.9081 | 0.9014 | 0.8292   |
| 0.0002        | 220.0  | 16500 | 1.6918          | 0.9106    | 0.9155 | 0.9131 | 0.8402   |
| 0.0002        | 221.33 | 16600 | 1.6726          | 0.9102    | 0.9165 | 0.9134 | 0.8379   |
| 0.0002        | 222.67 | 16700 | 1.6962          | 0.9121    | 0.9175 | 0.9148 | 0.8369   |
| 0.0002        | 224.0  | 16800 | 1.6974          | 0.9038    | 0.9146 | 0.9091 | 0.8367   |
| 0.0002        | 225.33 | 16900 | 1.7147          | 0.9126    | 0.9185 | 0.9156 | 0.8376   |
| 0.0006        | 226.67 | 17000 | 1.7000          | 0.9130    | 0.9180 | 0.9155 | 0.8387   |
| 0.0006        | 228.0  | 17100 | 1.6951          | 0.9083    | 0.9155 | 0.9119 | 0.8374   |
| 0.0006        | 229.33 | 17200 | 1.7014          | 0.9097    | 0.9160 | 0.9129 | 0.8369   |
| 0.0006        | 230.67 | 17300 | 1.7029          | 0.9102    | 0.9165 | 0.9134 | 0.8369   |
| 0.0006        | 232.0  | 17400 | 1.7039          | 0.9112    | 0.9170 | 0.9141 | 0.8374   |
| 0.0           | 233.33 | 17500 | 1.6516          | 0.9157    | 0.9116 | 0.9136 | 0.8355   |
| 0.0           | 234.67 | 17600 | 1.6536          | 0.9148    | 0.9126 | 0.9137 | 0.8348   |
| 0.0           | 236.0  | 17700 | 1.6548          | 0.9144    | 0.9131 | 0.9137 | 0.8348   |
| 0.0           | 237.33 | 17800 | 1.7110          | 0.9068    | 0.9185 | 0.9126 | 0.8360   |
| 0.0           | 238.67 | 17900 | 1.7115          | 0.9073    | 0.9185 | 0.9129 | 0.8362   |
| 0.0           | 240.0  | 18000 | 1.7124          | 0.9054    | 0.9180 | 0.9117 | 0.8362   |
| 0.0           | 241.33 | 18100 | 1.7146          | 0.9072    | 0.9175 | 0.9123 | 0.8376   |
| 0.0           | 242.67 | 18200 | 1.7217          | 0.9100    | 0.9141 | 0.9120 | 0.8317   |
| 0.0           | 244.0  | 18300 | 1.7225          | 0.9096    | 0.9146 | 0.9121 | 0.8315   |
| 0.0           | 245.33 | 18400 | 1.7159          | 0.9070    | 0.9155 | 0.9112 | 0.8323   |
| 0.0001        | 246.67 | 18500 | 1.7164          | 0.9074    | 0.9155 | 0.9115 | 0.8322   |
| 0.0001        | 248.0  | 18600 | 1.6927          | 0.9009    | 0.9165 | 0.9086 | 0.8326   |
| 0.0001        | 249.33 | 18700 | 1.6767          | 0.9034    | 0.9155 | 0.9094 | 0.8335   |
| 0.0001        | 250.67 | 18800 | 1.6773          | 0.9034    | 0.9155 | 0.9094 | 0.8335   |
| 0.0001        | 252.0  | 18900 | 1.6885          | 0.9029    | 0.9151 | 0.9090 | 0.8334   |
| 0.0002        | 253.33 | 19000 | 1.7032          | 0.9053    | 0.9165 | 0.9109 | 0.8312   |
| 0.0002        | 254.67 | 19100 | 1.7036          | 0.9057    | 0.9160 | 0.9108 | 0.8307   |
| 0.0002        | 256.0  | 19200 | 1.7041          | 0.9053    | 0.9160 | 0.9106 | 0.8310   |
| 0.0002        | 257.33 | 19300 | 1.7045          | 0.9053    | 0.9160 | 0.9106 | 0.8310   |
| 0.0002        | 258.67 | 19400 | 1.7049          | 0.9053    | 0.9160 | 0.9106 | 0.8310   |
| 0.0           | 260.0  | 19500 | 1.7069          | 0.9057    | 0.9165 | 0.9111 | 0.8310   |
| 0.0           | 261.33 | 19600 | 1.7062          | 0.9076    | 0.9170 | 0.9123 | 0.8312   |
| 0.0           | 262.67 | 19700 | 1.7071          | 0.9071    | 0.9170 | 0.9121 | 0.8312   |
| 0.0           | 264.0  | 19800 | 1.7083          | 0.9067    | 0.9170 | 0.9118 | 0.8313   |
| 0.0           | 265.33 | 19900 | 1.7084          | 0.9058    | 0.9170 | 0.9114 | 0.8316   |
| 0.0           | 266.67 | 20000 | 1.7086          | 0.9058    | 0.9170 | 0.9114 | 0.8316   |


### Framework versions

- Transformers 4.34.1
- Pytorch 2.1.0+cu121
- Datasets 2.14.5
- Tokenizers 0.14.1