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# BertSeq

This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.7569
- Accuracy: 0.4
- F1: 0.4
- Precision: 0.625
- Recall: 0.625

## 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: 5e-05
- train_batch_size: 16
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
| No log        | 0.33  | 1    | 0.6913          | 0.8      | 0.4444 | 0.4       | 0.5    |
| No log        | 0.67  | 2    | 0.6867          | 0.8      | 0.4444 | 0.4       | 0.5    |
| No log        | 1.0   | 3    | 0.6792          | 0.8      | 0.4444 | 0.4       | 0.5    |
| No log        | 1.33  | 4    | 0.6714          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6918        | 1.67  | 5    | 0.6658          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6918        | 2.0   | 6    | 0.6597          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6918        | 2.33  | 7    | 0.6529          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6918        | 2.67  | 8    | 0.6485          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6918        | 3.0   | 9    | 0.6440          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.685         | 3.33  | 10   | 0.6398          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.685         | 3.67  | 11   | 0.6369          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.685         | 4.0   | 12   | 0.6331          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.685         | 4.33  | 13   | 0.6295          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.685         | 4.67  | 14   | 0.6259          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6808        | 5.0   | 15   | 0.6230          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6808        | 5.33  | 16   | 0.6205          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6808        | 5.67  | 17   | 0.6178          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6808        | 6.0   | 18   | 0.6157          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6808        | 6.33  | 19   | 0.6132          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6719        | 6.67  | 20   | 0.6102          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6719        | 7.0   | 21   | 0.6092          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6719        | 7.33  | 22   | 0.6093          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6719        | 7.67  | 23   | 0.6083          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6719        | 8.0   | 24   | 0.6076          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.7038        | 8.33  | 25   | 0.6076          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.7038        | 8.67  | 26   | 0.6073          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.7038        | 9.0   | 27   | 0.6068          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.7038        | 9.33  | 28   | 0.6073          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.7038        | 9.67  | 29   | 0.6067          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6746        | 10.0  | 30   | 0.6063          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6746        | 10.33 | 31   | 0.6072          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6746        | 10.67 | 32   | 0.6077          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6746        | 11.0  | 33   | 0.6070          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6746        | 11.33 | 34   | 0.6066          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6942        | 11.67 | 35   | 0.6073          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6942        | 12.0  | 36   | 0.6068          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6942        | 12.33 | 37   | 0.6058          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6942        | 12.67 | 38   | 0.6051          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6942        | 13.0  | 39   | 0.6050          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.661         | 13.33 | 40   | 0.6047          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.661         | 13.67 | 41   | 0.6043          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.661         | 14.0  | 42   | 0.6045          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.661         | 14.33 | 43   | 0.6045          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.661         | 14.67 | 44   | 0.6044          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6879        | 15.0  | 45   | 0.6049          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6879        | 15.33 | 46   | 0.6045          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6879        | 15.67 | 47   | 0.6044          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6879        | 16.0  | 48   | 0.6052          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6879        | 16.33 | 49   | 0.6054          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6766        | 16.67 | 50   | 0.6058          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6766        | 17.0  | 51   | 0.6066          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6766        | 17.33 | 52   | 0.6082          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6766        | 17.67 | 53   | 0.6095          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6766        | 18.0  | 54   | 0.6097          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.691         | 18.33 | 55   | 0.6103          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.691         | 18.67 | 56   | 0.6103          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.691         | 19.0  | 57   | 0.6105          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.691         | 19.33 | 58   | 0.6108          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.691         | 19.67 | 59   | 0.6114          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6759        | 20.0  | 60   | 0.6114          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6759        | 20.33 | 61   | 0.6115          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6759        | 20.67 | 62   | 0.6110          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6759        | 21.0  | 63   | 0.6113          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6759        | 21.33 | 64   | 0.6116          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6768        | 21.67 | 65   | 0.6113          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6768        | 22.0  | 66   | 0.6117          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6768        | 22.33 | 67   | 0.6123          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6768        | 22.67 | 68   | 0.6130          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6768        | 23.0  | 69   | 0.6130          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6796        | 23.33 | 70   | 0.6124          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6796        | 23.67 | 71   | 0.6117          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6796        | 24.0  | 72   | 0.6120          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6796        | 24.33 | 73   | 0.6120          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6796        | 24.67 | 74   | 0.6128          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6877        | 25.0  | 75   | 0.6129          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6877        | 25.33 | 76   | 0.6138          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6877        | 25.67 | 77   | 0.6148          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6877        | 26.0  | 78   | 0.6147          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6877        | 26.33 | 79   | 0.6147          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6733        | 26.67 | 80   | 0.6141          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6733        | 27.0  | 81   | 0.6142          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6733        | 27.33 | 82   | 0.6140          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6733        | 27.67 | 83   | 0.6146          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6733        | 28.0  | 84   | 0.6146          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6944        | 28.33 | 85   | 0.6154          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6944        | 28.67 | 86   | 0.6155          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6944        | 29.0  | 87   | 0.6153          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6944        | 29.33 | 88   | 0.6145          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6944        | 29.67 | 89   | 0.6149          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6702        | 30.0  | 90   | 0.6147          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6702        | 30.33 | 91   | 0.6142          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6702        | 30.67 | 92   | 0.6136          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6702        | 31.0  | 93   | 0.6137          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6702        | 31.33 | 94   | 0.6146          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.682         | 31.67 | 95   | 0.6147          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.682         | 32.0  | 96   | 0.6147          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.682         | 32.33 | 97   | 0.6143          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.682         | 32.67 | 98   | 0.6145          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.682         | 33.0  | 99   | 0.6144          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6794        | 33.33 | 100  | 0.6144          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6794        | 33.67 | 101  | 0.6142          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6794        | 34.0  | 102  | 0.6143          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6794        | 34.33 | 103  | 0.6145          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6794        | 34.67 | 104  | 0.6147          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6773        | 35.0  | 105  | 0.6148          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6773        | 35.33 | 106  | 0.6150          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6773        | 35.67 | 107  | 0.6163          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6773        | 36.0  | 108  | 0.6164          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6773        | 36.33 | 109  | 0.6166          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6741        | 36.67 | 110  | 0.6164          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6741        | 37.0  | 111  | 0.6164          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6741        | 37.33 | 112  | 0.6166          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6741        | 37.67 | 113  | 0.6165          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6741        | 38.0  | 114  | 0.6167          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.684         | 38.33 | 115  | 0.6175          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.684         | 38.67 | 116  | 0.6179          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.684         | 39.0  | 117  | 0.6180          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.684         | 39.33 | 118  | 0.6175          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.684         | 39.67 | 119  | 0.6172          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6723        | 40.0  | 120  | 0.6179          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6723        | 40.33 | 121  | 0.6182          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6723        | 40.67 | 122  | 0.6187          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6723        | 41.0  | 123  | 0.6195          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6723        | 41.33 | 124  | 0.6205          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6877        | 41.67 | 125  | 0.6228          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6877        | 42.0  | 126  | 0.6235          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6877        | 42.33 | 127  | 0.6238          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6877        | 42.67 | 128  | 0.6240          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6877        | 43.0  | 129  | 0.6254          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6698        | 43.33 | 130  | 0.6270          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6698        | 43.67 | 131  | 0.6289          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6698        | 44.0  | 132  | 0.6307          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6698        | 44.33 | 133  | 0.6337          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6698        | 44.67 | 134  | 0.6343          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6681        | 45.0  | 135  | 0.6369          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6681        | 45.33 | 136  | 0.6400          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6681        | 45.67 | 137  | 0.6434          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6681        | 46.0  | 138  | 0.6458          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6681        | 46.33 | 139  | 0.6468          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.667         | 46.67 | 140  | 0.6492          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.667         | 47.0  | 141  | 0.6523          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.667         | 47.33 | 142  | 0.6583          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.667         | 47.67 | 143  | 0.6612          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.667         | 48.0  | 144  | 0.6679          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6618        | 48.33 | 145  | 0.6742          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6618        | 48.67 | 146  | 0.6781          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6618        | 49.0  | 147  | 0.6852          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6618        | 49.33 | 148  | 0.6896          | 0.8      | 0.4444 | 0.4       | 0.5    |
| 0.6618        | 49.67 | 149  | 0.6971          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6611        | 50.0  | 150  | 0.7019          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6611        | 50.33 | 151  | 0.7118          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6611        | 50.67 | 152  | 0.7170          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6611        | 51.0  | 153  | 0.7179          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6611        | 51.33 | 154  | 0.7217          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6516        | 51.67 | 155  | 0.7235          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6516        | 52.0  | 156  | 0.7217          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6516        | 52.33 | 157  | 0.7202          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6516        | 52.67 | 158  | 0.7177          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6516        | 53.0  | 159  | 0.7185          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6358        | 53.33 | 160  | 0.7179          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6358        | 53.67 | 161  | 0.7165          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6358        | 54.0  | 162  | 0.7207          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6358        | 54.33 | 163  | 0.7256          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6358        | 54.67 | 164  | 0.7297          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6295        | 55.0  | 165  | 0.7336          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6295        | 55.33 | 166  | 0.7434          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6295        | 55.67 | 167  | 0.7461          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6295        | 56.0  | 168  | 0.7472          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6295        | 56.33 | 169  | 0.7446          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6182        | 56.67 | 170  | 0.7411          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6182        | 57.0  | 171  | 0.7421          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6182        | 57.33 | 172  | 0.7470          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6182        | 57.67 | 173  | 0.7480          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6182        | 58.0  | 174  | 0.7504          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6169        | 58.33 | 175  | 0.7498          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6169        | 58.67 | 176  | 0.7548          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6169        | 59.0  | 177  | 0.7550          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6169        | 59.33 | 178  | 0.7544          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6169        | 59.67 | 179  | 0.7544          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6146        | 60.0  | 180  | 0.7587          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6146        | 60.33 | 181  | 0.7656          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6146        | 60.67 | 182  | 0.7764          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6146        | 61.0  | 183  | 0.7805          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6146        | 61.33 | 184  | 0.7861          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6133        | 61.67 | 185  | 0.7938          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6133        | 62.0  | 186  | 0.7960          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6133        | 62.33 | 187  | 0.7994          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6133        | 62.67 | 188  | 0.8011          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6133        | 63.0  | 189  | 0.7986          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5957        | 63.33 | 190  | 0.7995          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5957        | 63.67 | 191  | 0.7967          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5957        | 64.0  | 192  | 0.7897          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5957        | 64.33 | 193  | 0.7878          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5957        | 64.67 | 194  | 0.7830          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6276        | 65.0  | 195  | 0.7744          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6276        | 65.33 | 196  | 0.7713          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6276        | 65.67 | 197  | 0.7645          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6276        | 66.0  | 198  | 0.7542          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6276        | 66.33 | 199  | 0.7457          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5971        | 66.67 | 200  | 0.7409          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5971        | 67.0  | 201  | 0.7327          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5971        | 67.33 | 202  | 0.7211          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5971        | 67.67 | 203  | 0.7144          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5971        | 68.0  | 204  | 0.7128          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6056        | 68.33 | 205  | 0.7151          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6056        | 68.67 | 206  | 0.7161          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6056        | 69.0  | 207  | 0.7132          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.6056        | 69.33 | 208  | 0.7126          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.6056        | 69.67 | 209  | 0.7158          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.59          | 70.0  | 210  | 0.7151          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.59          | 70.33 | 211  | 0.7183          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.59          | 70.67 | 212  | 0.7205          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.59          | 71.0  | 213  | 0.7192          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.59          | 71.33 | 214  | 0.7219          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6029        | 71.67 | 215  | 0.7269          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6029        | 72.0  | 216  | 0.7280          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6029        | 72.33 | 217  | 0.7269          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6029        | 72.67 | 218  | 0.7251          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6029        | 73.0  | 219  | 0.7269          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5955        | 73.33 | 220  | 0.7311          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5955        | 73.67 | 221  | 0.7313          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5955        | 74.0  | 222  | 0.7350          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5955        | 74.33 | 223  | 0.7417          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5955        | 74.67 | 224  | 0.7507          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5958        | 75.0  | 225  | 0.7554          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5958        | 75.33 | 226  | 0.7612          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5958        | 75.67 | 227  | 0.7662          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5958        | 76.0  | 228  | 0.7698          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5958        | 76.33 | 229  | 0.7701          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5857        | 76.67 | 230  | 0.7687          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5857        | 77.0  | 231  | 0.7699          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5857        | 77.33 | 232  | 0.7739          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5857        | 77.67 | 233  | 0.7747          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5857        | 78.0  | 234  | 0.7752          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5869        | 78.33 | 235  | 0.7728          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5869        | 78.67 | 236  | 0.7735          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5869        | 79.0  | 237  | 0.7748          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5869        | 79.33 | 238  | 0.7786          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5869        | 79.67 | 239  | 0.7795          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5839        | 80.0  | 240  | 0.7808          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5839        | 80.33 | 241  | 0.7836          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5839        | 80.67 | 242  | 0.7859          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5839        | 81.0  | 243  | 0.7856          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5839        | 81.33 | 244  | 0.7836          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5806        | 81.67 | 245  | 0.7840          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5806        | 82.0  | 246  | 0.7821          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5806        | 82.33 | 247  | 0.7825          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5806        | 82.67 | 248  | 0.7837          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5806        | 83.0  | 249  | 0.7824          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5889        | 83.33 | 250  | 0.7799          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5889        | 83.67 | 251  | 0.7756          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5889        | 84.0  | 252  | 0.7739          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5889        | 84.33 | 253  | 0.7744          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5889        | 84.67 | 254  | 0.7732          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5746        | 85.0  | 255  | 0.7702          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5746        | 85.33 | 256  | 0.7656          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5746        | 85.67 | 257  | 0.7634          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5746        | 86.0  | 258  | 0.7635          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5746        | 86.33 | 259  | 0.7618          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6002        | 86.67 | 260  | 0.7619          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6002        | 87.0  | 261  | 0.7617          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6002        | 87.33 | 262  | 0.7598          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6002        | 87.67 | 263  | 0.7599          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.6002        | 88.0  | 264  | 0.7585          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.569         | 88.33 | 265  | 0.7557          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.569         | 88.67 | 266  | 0.7533          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.569         | 89.0  | 267  | 0.7526          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.569         | 89.33 | 268  | 0.7531          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.569         | 89.67 | 269  | 0.7548          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5593        | 90.0  | 270  | 0.7550          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5593        | 90.33 | 271  | 0.7539          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5593        | 90.67 | 272  | 0.7541          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5593        | 91.0  | 273  | 0.7550          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5593        | 91.33 | 274  | 0.7565          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5702        | 91.67 | 275  | 0.7567          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5702        | 92.0  | 276  | 0.7579          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5702        | 92.33 | 277  | 0.7580          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5702        | 92.67 | 278  | 0.7590          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5702        | 93.0  | 279  | 0.7592          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5735        | 93.33 | 280  | 0.7598          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5735        | 93.67 | 281  | 0.7598          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5735        | 94.0  | 282  | 0.7599          | 0.2      | 0.1667 | 0.1       | 0.5    |
| 0.5735        | 94.33 | 283  | 0.7593          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5735        | 94.67 | 284  | 0.7595          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5795        | 95.0  | 285  | 0.7594          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5795        | 95.33 | 286  | 0.7588          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5795        | 95.67 | 287  | 0.7577          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5795        | 96.0  | 288  | 0.7574          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5795        | 96.33 | 289  | 0.7566          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5802        | 96.67 | 290  | 0.7564          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5802        | 97.0  | 291  | 0.7567          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5802        | 97.33 | 292  | 0.7573          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5802        | 97.67 | 293  | 0.7575          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5802        | 98.0  | 294  | 0.7575          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5866        | 98.33 | 295  | 0.7573          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5866        | 98.67 | 296  | 0.7574          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5866        | 99.0  | 297  | 0.7573          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5866        | 99.33 | 298  | 0.7570          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5866        | 99.67 | 299  | 0.7569          | 0.4      | 0.4    | 0.625     | 0.625  |
| 0.5556        | 100.0 | 300  | 0.7569          | 0.4      | 0.4    | 0.625     | 0.625  |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.1
- Tokenizers 0.15.0

{"tags": ["generated_from_trainer"], "metrics": ["accuracy", "f1", "precision", "recall"], "model-index": [{"name": "BertSeq", "results": []}]}
transformers safetensors bert text-classification generated_from_trainer autotrain_compatible endpoints_compatible region:us