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# SChem5Labels-roberta-base-intra-frequency-human_annots-cross-ent

This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 25.6929

## 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: 0.0001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 165.7648      | 0.01  | 1    | 163.3702        |
| 162.1843      | 0.01  | 2    | 163.3246        |
| 175.6232      | 0.02  | 3    | 163.2335        |
| 170.0179      | 0.02  | 4    | 162.9661        |
| 167.7269      | 0.03  | 5    | 162.6430        |
| 151.9572      | 0.03  | 6    | 162.5767        |
| 168.5945      | 0.04  | 7    | 161.7590        |
| 139.7026      | 0.04  | 8    | 161.4633        |
| 163.5584      | 0.05  | 9    | 161.3040        |
| 142.9098      | 0.05  | 10   | 160.6556        |
| 165.6672      | 0.06  | 11   | 160.1445        |
| 173.1082      | 0.06  | 12   | 159.9807        |
| 141.5922      | 0.07  | 13   | 159.5660        |
| 158.0171      | 0.07  | 14   | 158.8936        |
| 161.1274      | 0.08  | 15   | 158.6113        |
| 157.3467      | 0.08  | 16   | 158.2847        |
| 150.0839      | 0.09  | 17   | 157.8930        |
| 159.0131      | 0.09  | 18   | 157.1331        |
| 145.556       | 0.1   | 19   | 156.1677        |
| 143.2114      | 0.1   | 20   | 155.6433        |
| 140.5352      | 0.11  | 21   | 154.2901        |
| 146.6819      | 0.11  | 22   | 153.4401        |
| 148.7373      | 0.12  | 23   | 151.0534        |
| 154.6425      | 0.12  | 24   | 149.7128        |
| 138.2239      | 0.13  | 25   | 148.3076        |
| 129.6044      | 0.13  | 26   | 145.1748        |
| 151.6498      | 0.14  | 27   | 142.4819        |
| 142.688       | 0.14  | 28   | 139.9162        |
| 144.6935      | 0.15  | 29   | 137.2056        |
| 129.5487      | 0.15  | 30   | 135.3412        |
| 126.3671      | 0.16  | 31   | 133.9781        |
| 141.6832      | 0.16  | 32   | 132.5310        |
| 148.4718      | 0.17  | 33   | 131.2831        |
| 118.5578      | 0.17  | 34   | 130.5140        |
| 122.4481      | 0.18  | 35   | 129.9133        |
| 136.9691      | 0.18  | 36   | 128.9105        |
| 125.8239      | 0.19  | 37   | 128.7377        |
| 132.0966      | 0.19  | 38   | 127.9685        |
| 127.1809      | 0.2   | 39   | 127.7251        |
| 124.5474      | 0.2   | 40   | 127.3658        |
| 135.5811      | 0.21  | 41   | 127.0686        |
| 123.3878      | 0.21  | 42   | 126.6076        |
| 121.1174      | 0.22  | 43   | 126.0487        |
| 113.781       | 0.22  | 44   | 125.6187        |
| 128.1215      | 0.23  | 45   | 124.0021        |
| 117.5935      | 0.23  | 46   | 121.4945        |
| 117.6626      | 0.24  | 47   | 118.3812        |
| 117.4468      | 0.24  | 48   | 114.8455        |
| 108.2016      | 0.25  | 49   | 109.3028        |
| 116.114       | 0.25  | 50   | 101.5933        |
| 98.0098       | 0.26  | 51   | 93.3060         |
| 99.1042       | 0.26  | 52   | 85.1179         |
| 93.5966       | 0.27  | 53   | 82.3852         |
| 85.1105       | 0.27  | 54   | 81.0594         |
| 78.1851       | 0.28  | 55   | 79.5569         |
| 82.8007       | 0.28  | 56   | 76.5950         |
| 84.5093       | 0.29  | 57   | 72.9807         |
| 78.3932       | 0.29  | 58   | 70.8334         |
| 69.1839       | 0.3   | 59   | 68.7326         |
| 69.0072       | 0.3   | 60   | 66.4725         |
| 68.0394       | 0.31  | 61   | 62.3936         |
| 70.0433       | 0.31  | 62   | 59.9966         |
| 73.5432       | 0.32  | 63   | 58.6707         |
| 57.1253       | 0.32  | 64   | 57.5046         |
| 61.9706       | 0.33  | 65   | 56.5430         |
| 55.6428       | 0.33  | 66   | 55.8231         |
| 55.6864       | 0.34  | 67   | 55.7194         |
| 45.6914       | 0.34  | 68   | 56.0710         |
| 53.1791       | 0.35  | 69   | 56.4873         |
| 55.799        | 0.35  | 70   | 56.2947         |
| 59.8778       | 0.36  | 71   | 56.4679         |
| 69.152        | 0.36  | 72   | 55.8920         |
| 54.6539       | 0.37  | 73   | 56.1631         |
| 57.6286       | 0.37  | 74   | 55.9417         |
| 52.7924       | 0.38  | 75   | 55.4748         |
| 54.5237       | 0.38  | 76   | 55.0824         |
| 61.5544       | 0.39  | 77   | 54.2697         |
| 58.2365       | 0.39  | 78   | 53.4717         |
| 58.9831       | 0.4   | 79   | 52.8655         |
| 67.6327       | 0.4   | 80   | 52.5149         |
| 50.768        | 0.41  | 81   | 52.4042         |
| 51.641        | 0.41  | 82   | 52.5196         |
| 55.7628       | 0.42  | 83   | 52.5960         |
| 38.8041       | 0.42  | 84   | 52.8513         |
| 54.9813       | 0.43  | 85   | 53.7278         |
| 54.0466       | 0.43  | 86   | 54.0247         |
| 52.7756       | 0.44  | 87   | 54.3230         |
| 44.8617       | 0.44  | 88   | 54.2784         |
| 57.8438       | 0.45  | 89   | 54.7297         |
| 63.88         | 0.45  | 90   | 54.7424         |
| 62.2943       | 0.46  | 91   | 54.5862         |
| 56.2153       | 0.46  | 92   | 54.2418         |
| 52.7559       | 0.47  | 93   | 53.9427         |
| 57.4033       | 0.47  | 94   | 53.2087         |
| 48.7869       | 0.48  | 95   | 52.3399         |
| 47.3623       | 0.48  | 96   | 51.7365         |
| 50.888        | 0.49  | 97   | 51.5470         |
| 62.2707       | 0.49  | 98   | 51.5137         |
| 48.2357       | 0.5   | 99   | 51.8844         |
| 50.9139       | 0.51  | 100  | 52.4804         |
| 52.741        | 0.51  | 101  | 52.9230         |
| 56.1314       | 0.52  | 102  | 52.6146         |
| 49.9056       | 0.52  | 103  | 52.5707         |
| 60.2434       | 0.53  | 104  | 51.8528         |
| 54.3703       | 0.53  | 105  | 51.6123         |
| 51.9271       | 0.54  | 106  | 51.6012         |
| 62.9833       | 0.54  | 107  | 51.4889         |
| 50.4007       | 0.55  | 108  | 51.5634         |
| 55.0591       | 0.55  | 109  | 51.6040         |
| 60.3913       | 0.56  | 110  | 52.0290         |
| 67.9893       | 0.56  | 111  | 52.6570         |
| 61.0492       | 0.57  | 112  | 53.1983         |
| 56.1204       | 0.57  | 113  | 53.3701         |
| 44.9253       | 0.58  | 114  | 53.2578         |
| 58.0172       | 0.58  | 115  | 53.1651         |
| 59.2192       | 0.59  | 116  | 53.0824         |
| 58.4644       | 0.59  | 117  | 53.0281         |
| 51.0672       | 0.6   | 118  | 52.9784         |
| 57.8367       | 0.6   | 119  | 52.9404         |
| 61.3832       | 0.61  | 120  | 52.8944         |
| 47.7308       | 0.61  | 121  | 52.6339         |
| 59.7882       | 0.62  | 122  | 51.8453         |
| 46.1967       | 0.62  | 123  | 51.4285         |
| 45.5381       | 0.63  | 124  | 51.2226         |
| 60.3524       | 0.63  | 125  | 51.0817         |
| 50.1609       | 0.64  | 126  | 50.8976         |
| 45.2277       | 0.64  | 127  | 51.1488         |
| 53.4085       | 0.65  | 128  | 50.9596         |
| 64.7692       | 0.65  | 129  | 50.8589         |
| 47.0542       | 0.66  | 130  | 50.6575         |
| 67.4095       | 0.66  | 131  | 50.4428         |
| 71.9006       | 0.67  | 132  | 50.0910         |
| 49.8162       | 0.67  | 133  | 50.0332         |
| 54.7284       | 0.68  | 134  | 50.0523         |
| 39.7633       | 0.68  | 135  | 50.1690         |
| 45.19         | 0.69  | 136  | 50.1403         |
| 56.1762       | 0.69  | 137  | 50.0781         |
| 58.6788       | 0.7   | 138  | 50.2265         |
| 59.7243       | 0.7   | 139  | 50.3549         |
| 53.1925       | 0.71  | 140  | 50.5894         |
| 44.1686       | 0.71  | 141  | 50.5934         |
| 50.4418       | 0.72  | 142  | 50.3581         |
| 43.8054       | 0.72  | 143  | 50.2350         |
| 56.7684       | 0.73  | 144  | 50.1582         |
| 76.9543       | 0.73  | 145  | 50.5402         |
| 48.1719       | 0.74  | 146  | 51.2188         |
| 44.0618       | 0.74  | 147  | 51.6483         |
| 53.2683       | 0.75  | 148  | 51.8494         |
| 46.7235       | 0.75  | 149  | 51.8239         |
| 55.4942       | 0.76  | 150  | 51.7321         |
| 52.8136       | 0.76  | 151  | 51.7243         |
| 46.6118       | 0.77  | 152  | 51.9798         |
| 46.243        | 0.77  | 153  | 51.8908         |
| 48.4489       | 0.78  | 154  | 51.6255         |
| 68.6293       | 0.78  | 155  | 51.0587         |
| 52.6582       | 0.79  | 156  | 50.4007         |
| 50.3798       | 0.79  | 157  | 50.3100         |
| 49.8603       | 0.8   | 158  | 50.3855         |
| 54.737        | 0.8   | 159  | 50.7028         |
| 55.2188       | 0.81  | 160  | 50.4858         |
| 54.0742       | 0.81  | 161  | 49.9877         |
| 50.5231       | 0.82  | 162  | 49.7997         |
| 37.7343       | 0.82  | 163  | 49.7727         |
| 51.1264       | 0.83  | 164  | 50.1193         |
| 35.2117       | 0.83  | 165  | 50.5989         |
| 47.408        | 0.84  | 166  | 51.3283         |
| 60.6266       | 0.84  | 167  | 51.5648         |
| 52.3369       | 0.85  | 168  | 51.4264         |
| 53.7642       | 0.85  | 169  | 50.8631         |
| 44.5469       | 0.86  | 170  | 50.3214         |
| 58.2064       | 0.86  | 171  | 49.8436         |
| 52.9651       | 0.87  | 172  | 49.4046         |
| 52.4362       | 0.87  | 173  | 49.0907         |
| 46.3345       | 0.88  | 174  | 48.9478         |
| 47.3831       | 0.88  | 175  | 48.6887         |
| 63.8932       | 0.89  | 176  | 48.5464         |
| 49.4755       | 0.89  | 177  | 48.4989         |
| 45.209        | 0.9   | 178  | 48.4545         |
| 50.4543       | 0.9   | 179  | 48.8074         |
| 67.8808       | 0.91  | 180  | 49.0208         |
| 59.5746       | 0.91  | 181  | 48.9015         |
| 52.6474       | 0.92  | 182  | 48.8998         |
| 49.0508       | 0.92  | 183  | 49.1325         |
| 53.5738       | 0.93  | 184  | 49.0630         |
| 50.5958       | 0.93  | 185  | 49.0654         |
| 49.3514       | 0.94  | 186  | 48.9617         |
| 63.3794       | 0.94  | 187  | 49.0187         |
| 48.6037       | 0.95  | 188  | 48.9631         |
| 47.6724       | 0.95  | 189  | 48.9543         |
| 52.2806       | 0.96  | 190  | 49.3318         |
| 42.2633       | 0.96  | 191  | 49.2789         |
| 53.3501       | 0.97  | 192  | 49.5746         |
| 51.5896       | 0.97  | 193  | 49.4000         |
| 48.8211       | 0.98  | 194  | 49.6529         |
| 47.048        | 0.98  | 195  | 48.8957         |
| 53.5743       | 0.99  | 196  | 48.5522         |
| 57.6133       | 0.99  | 197  | 48.4790         |
| 31.18         | 1.0   | 198  | 49.0085         |
| 52.4723       | 1.01  | 199  | 49.2999         |
| 38.5406       | 1.01  | 200  | 49.6959         |
| 52.4378       | 1.02  | 201  | 49.8233         |
| 44.0354       | 1.02  | 202  | 49.6723         |
| 40.5178       | 1.03  | 203  | 49.4389         |
| 42.6584       | 1.03  | 204  | 49.1149         |
| 63.7441       | 1.04  | 205  | 48.7930         |
| 58.6525       | 1.04  | 206  | 48.9134         |
| 50.508        | 1.05  | 207  | 49.0959         |
| 45.8739       | 1.05  | 208  | 49.4888         |
| 40.1053       | 1.06  | 209  | 49.6381         |
| 44.9678       | 1.06  | 210  | 49.5422         |
| 55.4717       | 1.07  | 211  | 49.0299         |
| 49.4672       | 1.07  | 212  | 48.4494         |
| 52.9802       | 1.08  | 213  | 47.8474         |
| 58.9827       | 1.08  | 214  | 47.2749         |
| 70.2026       | 1.09  | 215  | 47.1832         |
| 47.8398       | 1.09  | 216  | 47.2832         |
| 46.7018       | 1.1   | 217  | 47.3229         |
| 40.48         | 1.1   | 218  | 47.0363         |
| 53.1767       | 1.11  | 219  | 46.7557         |
| 47.1163       | 1.11  | 220  | 46.5965         |
| 47.3056       | 1.12  | 221  | 46.3875         |
| 47.9416       | 1.12  | 222  | 46.4795         |
| 50.7549       | 1.13  | 223  | 46.4731         |
| 55.2298       | 1.13  | 224  | 46.6906         |
| 57.7093       | 1.14  | 225  | 47.0691         |
| 43.2131       | 1.14  | 226  | 47.0869         |
| 42.3303       | 1.15  | 227  | 47.1475         |
| 40.8634       | 1.15  | 228  | 47.4210         |
| 44.1925       | 1.16  | 229  | 47.8153         |
| 57.3217       | 1.16  | 230  | 48.4848         |
| 56.6065       | 1.17  | 231  | 48.7233         |
| 51.8971       | 1.17  | 232  | 49.1845         |
| 38.2087       | 1.18  | 233  | 49.3479         |
| 45.5387       | 1.18  | 234  | 49.4275         |
| 42.041        | 1.19  | 235  | 48.9885         |
| 54.3642       | 1.19  | 236  | 48.6971         |
| 57.5183       | 1.2   | 237  | 48.3070         |
| 52.6336       | 1.2   | 238  | 47.8157         |
| 47.6947       | 1.21  | 239  | 47.2395         |
| 40.8438       | 1.21  | 240  | 47.1207         |
| 41.3667       | 1.22  | 241  | 47.1127         |
| 62.7907       | 1.22  | 242  | 47.1359         |
| 44.5417       | 1.23  | 243  | 47.0943         |
| 57.187        | 1.23  | 244  | 47.2020         |
| 49.3748       | 1.24  | 245  | 47.6911         |
| 36.4166       | 1.24  | 246  | 47.4710         |
| 56.7333       | 1.25  | 247  | 46.6782         |
| 47.4956       | 1.25  | 248  | 46.1832         |
| 45.2823       | 1.26  | 249  | 45.6801         |
| 45.0018       | 1.26  | 250  | 45.5123         |
| 40.5687       | 1.27  | 251  | 46.1181         |
| 51.0605       | 1.27  | 252  | 46.2755         |
| 50.8403       | 1.28  | 253  | 46.6350         |
| 40.6115       | 1.28  | 254  | 46.9278         |
| 48.814        | 1.29  | 255  | 47.1543         |
| 47.3995       | 1.29  | 256  | 46.9746         |
| 43.4019       | 1.3   | 257  | 47.0043         |
| 48.7726       | 1.3   | 258  | 47.0077         |
| 58.0977       | 1.31  | 259  | 46.5970         |
| 52.4597       | 1.31  | 260  | 46.0408         |
| 49.7968       | 1.32  | 261  | 45.3373         |
| 43.0613       | 1.32  | 262  | 45.2333         |
| 47.8453       | 1.33  | 263  | 46.0144         |
| 48.8189       | 1.33  | 264  | 46.9230         |
| 47.8392       | 1.34  | 265  | 47.5259         |
| 43.1952       | 1.34  | 266  | 47.4202         |
| 38.4747       | 1.35  | 267  | 46.8353         |
| 57.6439       | 1.35  | 268  | 45.9348         |
| 48.8395       | 1.36  | 269  | 45.0102         |
| 41.4126       | 1.36  | 270  | 44.6808         |
| 48.0499       | 1.37  | 271  | 45.0334         |
| 43.6412       | 1.37  | 272  | 45.9124         |
| 49.8013       | 1.38  | 273  | 46.2401         |
| 58.3238       | 1.38  | 274  | 46.0963         |
| 44.386        | 1.39  | 275  | 46.0066         |
| 38.5617       | 1.39  | 276  | 45.2438         |
| 39.733        | 1.4   | 277  | 44.2194         |
| 46.8637       | 1.4   | 278  | 43.6510         |
| 43.3202       | 1.41  | 279  | 43.1601         |
| 43.4783       | 1.41  | 280  | 43.2571         |
| 39.3756       | 1.42  | 281  | 43.7631         |
| 39.9597       | 1.42  | 282  | 43.8789         |
| 44.0066       | 1.43  | 283  | 43.8178         |
| 41.3037       | 1.43  | 284  | 43.6669         |
| 50.2773       | 1.44  | 285  | 43.2216         |
| 40.5054       | 1.44  | 286  | 43.0308         |
| 54.2583       | 1.45  | 287  | 43.6881         |
| 31.7018       | 1.45  | 288  | 43.9818         |
| 57.8115       | 1.46  | 289  | 45.2997         |
| 66.0988       | 1.46  | 290  | 46.1546         |
| 46.3581       | 1.47  | 291  | 46.1102         |
| 48.9548       | 1.47  | 292  | 45.9273         |
| 32.7139       | 1.48  | 293  | 45.7477         |
| 41.8238       | 1.48  | 294  | 45.7631         |
| 42.6078       | 1.49  | 295  | 45.1519         |
| 76.2221       | 1.49  | 296  | 44.9408         |
| 45.8027       | 1.5   | 297  | 44.4878         |
| 36.9286       | 1.51  | 298  | 44.4619         |
| 46.8891       | 1.51  | 299  | 44.5807         |
| 37.4768       | 1.52  | 300  | 44.9821         |
| 46.6881       | 1.52  | 301  | 44.7163         |
| 38.3285       | 1.53  | 302  | 44.4130         |
| 51.2838       | 1.53  | 303  | 43.9340         |
| 56.6256       | 1.54  | 304  | 43.4918         |
| 53.5864       | 1.54  | 305  | 43.0518         |
| 40.8207       | 1.55  | 306  | 42.8604         |
| 47.1859       | 1.55  | 307  | 42.6968         |
| 33.8959       | 1.56  | 308  | 42.0788         |
| 37.3018       | 1.56  | 309  | 41.8286         |
| 49.4026       | 1.57  | 310  | 41.8954         |
| 49.3594       | 1.57  | 311  | 41.6231         |
| 41.4937       | 1.58  | 312  | 41.5152         |
| 39.6051       | 1.58  | 313  | 41.6899         |
| 31.7029       | 1.59  | 314  | 41.6404         |
| 80.2287       | 1.59  | 315  | 41.8724         |
| 43.844        | 1.6   | 316  | 41.9800         |
| 48.1629       | 1.6   | 317  | 41.7979         |
| 35.8045       | 1.61  | 318  | 41.5172         |
| 44.5378       | 1.61  | 319  | 41.2764         |
| 41.5411       | 1.62  | 320  | 41.1784         |
| 38.9193       | 1.62  | 321  | 41.2592         |
| 46.0639       | 1.63  | 322  | 41.5537         |
| 58.9987       | 1.63  | 323  | 41.6279         |
| 36.5274       | 1.64  | 324  | 41.7428         |
| 46.4183       | 1.64  | 325  | 41.1719         |
| 45.4408       | 1.65  | 326  | 40.5150         |
| 48.5589       | 1.65  | 327  | 40.3645         |
| 40.1889       | 1.66  | 328  | 39.8329         |
| 37.5223       | 1.66  | 329  | 39.9829         |
| 46.6802       | 1.67  | 330  | 40.2141         |
| 51.8867       | 1.67  | 331  | 40.1566         |
| 46.0871       | 1.68  | 332  | 40.1343         |
| 43.3319       | 1.68  | 333  | 39.7850         |
| 50.0494       | 1.69  | 334  | 39.4797         |
| 55.2591       | 1.69  | 335  | 39.3167         |
| 49.5134       | 1.7   | 336  | 39.1441         |
| 35.9675       | 1.7   | 337  | 39.2084         |
| 46.3172       | 1.71  | 338  | 39.3697         |
| 54.1374       | 1.71  | 339  | 39.2779         |
| 32.893        | 1.72  | 340  | 39.1551         |
| 33.9931       | 1.72  | 341  | 38.9038         |
| 56.401        | 1.73  | 342  | 38.5556         |
| 51.077        | 1.73  | 343  | 38.4180         |
| 34.7745       | 1.74  | 344  | 38.3512         |
| 54.1892       | 1.74  | 345  | 38.1513         |
| 31.3627       | 1.75  | 346  | 38.5435         |
| 46.6096       | 1.75  | 347  | 38.4785         |
| 30.1955       | 1.76  | 348  | 38.4354         |
| 37.5061       | 1.76  | 349  | 38.3581         |
| 40.2915       | 1.77  | 350  | 38.6958         |
| 29.6904       | 1.77  | 351  | 38.6545         |
| 41.4293       | 1.78  | 352  | 38.7435         |
| 34.9273       | 1.78  | 353  | 38.7769         |
| 47.6502       | 1.79  | 354  | 38.6815         |
| 49.6789       | 1.79  | 355  | 38.7044         |
| 49.636        | 1.8   | 356  | 38.7177         |
| 43.3863       | 1.8   | 357  | 38.5401         |
| 50.5388       | 1.81  | 358  | 38.3190         |
| 42.4253       | 1.81  | 359  | 38.3261         |
| 35.7366       | 1.82  | 360  | 37.8679         |
| 49.7849       | 1.82  | 361  | 37.5695         |
| 40.0424       | 1.83  | 362  | 37.1871         |
| 26.7026       | 1.83  | 363  | 36.9856         |
| 40.0753       | 1.84  | 364  | 36.8570         |
| 34.4827       | 1.84  | 365  | 36.7820         |
| 41.5346       | 1.85  | 366  | 37.0197         |
| 31.2402       | 1.85  | 367  | 37.0843         |
| 34.1283       | 1.86  | 368  | 37.0543         |
| 42.9901       | 1.86  | 369  | 36.9179         |
| 46.3126       | 1.87  | 370  | 36.7244         |
| 28.6364       | 1.87  | 371  | 36.4747         |
| 30.6944       | 1.88  | 372  | 36.2045         |
| 32.1756       | 1.88  | 373  | 35.9651         |
| 51.9169       | 1.89  | 374  | 36.4329         |
| 43.5235       | 1.89  | 375  | 36.3243         |
| 34.1926       | 1.9   | 376  | 36.3965         |
| 38.4842       | 1.9   | 377  | 36.3851         |
| 51.5566       | 1.91  | 378  | 36.8097         |
| 42.7838       | 1.91  | 379  | 37.5693         |
| 39.9          | 1.92  | 380  | 37.8334         |
| 39.443        | 1.92  | 381  | 37.8523         |
| 45.0519       | 1.93  | 382  | 37.4609         |
| 51.8696       | 1.93  | 383  | 37.0215         |
| 58.8984       | 1.94  | 384  | 36.8787         |
| 38.5269       | 1.94  | 385  | 36.3832         |
| 38.3739       | 1.95  | 386  | 35.9100         |
| 39.4438       | 1.95  | 387  | 35.9081         |
| 33.6735       | 1.96  | 388  | 35.6994         |
| 30.8779       | 1.96  | 389  | 35.7813         |
| 37.2829       | 1.97  | 390  | 35.5846         |
| 30.1098       | 1.97  | 391  | 35.3289         |
| 43.2991       | 1.98  | 392  | 35.2426         |
| 36.556        | 1.98  | 393  | 35.3123         |
| 36.4802       | 1.99  | 394  | 35.1217         |
| 48.8607       | 1.99  | 395  | 35.0906         |
| 32.7184       | 2.0   | 396  | 34.8739         |
| 35.3982       | 2.01  | 397  | 34.9271         |
| 37.5599       | 2.01  | 398  | 34.9035         |
| 37.3765       | 2.02  | 399  | 34.3914         |
| 43.761        | 2.02  | 400  | 33.7781         |
| 39.8097       | 2.03  | 401  | 33.5527         |
| 38.4984       | 2.03  | 402  | 33.4627         |
| 34.6904       | 2.04  | 403  | 33.3695         |
| 42.3667       | 2.04  | 404  | 33.0907         |
| 26.4139       | 2.05  | 405  | 33.1321         |
| 34.0431       | 2.05  | 406  | 33.0709         |
| 27.1543       | 2.06  | 407  | 33.1534         |
| 36.2785       | 2.06  | 408  | 33.3285         |
| 35.6526       | 2.07  | 409  | 33.1562         |
| 42.2262       | 2.07  | 410  | 33.3625         |
| 34.7542       | 2.08  | 411  | 33.2242         |
| 34.1682       | 2.08  | 412  | 33.3677         |
| 30.4438       | 2.09  | 413  | 33.1529         |
| 26.5019       | 2.09  | 414  | 33.1848         |
| 31.4362       | 2.1   | 415  | 33.1063         |
| 26.1707       | 2.1   | 416  | 33.5166         |
| 28.7508       | 2.11  | 417  | 33.6321         |
| 28.39         | 2.11  | 418  | 33.4550         |
| 41.5127       | 2.12  | 419  | 33.8075         |
| 59.8634       | 2.12  | 420  | 33.7888         |
| 23.5364       | 2.13  | 421  | 34.2348         |
| 45.0869       | 2.13  | 422  | 34.6426         |
| 40.0068       | 2.14  | 423  | 34.5098         |
| 50.8282       | 2.14  | 424  | 34.0417         |
| 29.5738       | 2.15  | 425  | 33.3744         |
| 34.6014       | 2.15  | 426  | 32.7216         |
| 30.6406       | 2.16  | 427  | 32.9120         |
| 39.0643       | 2.16  | 428  | 32.9107         |
| 37.2658       | 2.17  | 429  | 32.6524         |
| 29.6877       | 2.17  | 430  | 32.3028         |
| 41.4999       | 2.18  | 431  | 32.0568         |
| 42.6041       | 2.18  | 432  | 31.9227         |
| 32.9356       | 2.19  | 433  | 31.6030         |
| 31.8828       | 2.19  | 434  | 31.4904         |
| 31.3127       | 2.2   | 435  | 31.2840         |
| 36.892        | 2.2   | 436  | 31.4324         |
| 42.2706       | 2.21  | 437  | 31.1982         |
| 31.6918       | 2.21  | 438  | 31.3273         |
| 26.8484       | 2.22  | 439  | 31.2299         |
| 37.1688       | 2.22  | 440  | 31.5289         |
| 29.4864       | 2.23  | 441  | 31.6291         |
| 30.7074       | 2.23  | 442  | 31.5861         |
| 29.4608       | 2.24  | 443  | 31.5964         |
| 23.8197       | 2.24  | 444  | 31.5640         |
| 41.8886       | 2.25  | 445  | 31.4812         |
| 34.2657       | 2.25  | 446  | 31.0360         |
| 38.0642       | 2.26  | 447  | 30.7666         |
| 32.9939       | 2.26  | 448  | 30.7753         |
| 37.0453       | 2.27  | 449  | 30.8140         |
| 24.1251       | 2.27  | 450  | 30.8129         |
| 36.2307       | 2.28  | 451  | 30.9571         |
| 24.8917       | 2.28  | 452  | 30.7951         |
| 30.96         | 2.29  | 453  | 30.7426         |
| 40.6165       | 2.29  | 454  | 30.7092         |
| 35.4119       | 2.3   | 455  | 30.6783         |
| 36.4972       | 2.3   | 456  | 30.8252         |
| 32.9412       | 2.31  | 457  | 30.7496         |
| 24.0313       | 2.31  | 458  | 30.6668         |
| 31.0069       | 2.32  | 459  | 30.8927         |
| 22.91         | 2.32  | 460  | 30.5559         |
| 38.5082       | 2.33  | 461  | 30.4877         |
| 43.6118       | 2.33  | 462  | 30.0910         |
| 36.9319       | 2.34  | 463  | 30.0850         |
| 30.4957       | 2.34  | 464  | 30.0866         |
| 43.4172       | 2.35  | 465  | 30.3036         |
| 19.5063       | 2.35  | 466  | 30.6890         |
| 31.8991       | 2.36  | 467  | 30.8343         |
| 31.1099       | 2.36  | 468  | 30.8456         |
| 36.3581       | 2.37  | 469  | 30.7346         |
| 30.3747       | 2.37  | 470  | 30.4141         |
| 37.6151       | 2.38  | 471  | 30.2772         |
| 52.4588       | 2.38  | 472  | 30.0214         |
| 21.8392       | 2.39  | 473  | 29.9588         |
| 26.9912       | 2.39  | 474  | 29.9516         |
| 29.2407       | 2.4   | 475  | 29.7435         |
| 28.8541       | 2.4   | 476  | 29.6256         |
| 30.1568       | 2.41  | 477  | 29.3523         |
| 27.0723       | 2.41  | 478  | 29.1224         |
| 30.3309       | 2.42  | 479  | 29.0477         |
| 33.1274       | 2.42  | 480  | 29.1698         |
| 31.5261       | 2.43  | 481  | 29.1693         |
| 42.4834       | 2.43  | 482  | 29.4826         |
| 26.1488       | 2.44  | 483  | 29.5962         |
| 30.2829       | 2.44  | 484  | 29.6324         |
| 30.7073       | 2.45  | 485  | 30.0876         |
| 32.5944       | 2.45  | 486  | 30.9837         |
| 35.6991       | 2.46  | 487  | 31.5019         |
| 19.6736       | 2.46  | 488  | 32.0629         |
| 31.3545       | 2.47  | 489  | 33.0439         |
| 33.4942       | 2.47  | 490  | 33.7481         |
| 27.5762       | 2.48  | 491  | 34.0011         |
| 34.1693       | 2.48  | 492  | 33.8697         |
| 32.9691       | 2.49  | 493  | 33.2995         |
| 35.7434       | 2.49  | 494  | 32.6459         |
| 41.3975       | 2.5   | 495  | 31.8749         |
| 26.5458       | 2.51  | 496  | 31.3758         |
| 38.1163       | 2.51  | 497  | 31.2907         |
| 35.5042       | 2.52  | 498  | 31.1276         |
| 33.1591       | 2.52  | 499  | 31.2501         |
| 34.6207       | 2.53  | 500  | 30.9470         |
| 41.9011       | 2.53  | 501  | 30.6585         |
| 41.4927       | 2.54  | 502  | 30.1293         |
| 31.6634       | 2.54  | 503  | 29.6014         |
| 27.824        | 2.55  | 504  | 28.9771         |
| 23.735        | 2.55  | 505  | 28.8548         |
| 31.4453       | 2.56  | 506  | 28.8604         |
| 30.9227       | 2.56  | 507  | 28.7798         |
| 46.1609       | 2.57  | 508  | 28.5948         |
| 46.3701       | 2.57  | 509  | 28.3602         |
| 28.3119       | 2.58  | 510  | 28.5061         |
| 20.4807       | 2.58  | 511  | 28.6956         |
| 34.8054       | 2.59  | 512  | 28.6641         |
| 35.06         | 2.59  | 513  | 28.7904         |
| 30.7968       | 2.6   | 514  | 28.8781         |
| 38.8439       | 2.6   | 515  | 29.0927         |
| 35.8098       | 2.61  | 516  | 29.4939         |
| 26.5924       | 2.61  | 517  | 29.6297         |
| 42.7178       | 2.62  | 518  | 29.9004         |
| 39.2197       | 2.62  | 519  | 29.7521         |
| 27.0409       | 2.63  | 520  | 29.9209         |
| 41.7361       | 2.63  | 521  | 29.9112         |
| 21.5042       | 2.64  | 522  | 29.4008         |
| 42.2148       | 2.64  | 523  | 29.1020         |
| 27.5934       | 2.65  | 524  | 28.4239         |
| 34.9541       | 2.65  | 525  | 28.1059         |
| 27.6711       | 2.66  | 526  | 27.8366         |
| 26.2104       | 2.66  | 527  | 27.0913         |
| 30.7579       | 2.67  | 528  | 27.0427         |
| 34.8965       | 2.67  | 529  | 27.1097         |
| 24.5209       | 2.68  | 530  | 27.0762         |
| 30.6415       | 2.68  | 531  | 27.6818         |
| 37.4783       | 2.69  | 532  | 27.7983         |
| 23.3994       | 2.69  | 533  | 28.3060         |
| 34.7265       | 2.7   | 534  | 28.3632         |
| 26.9645       | 2.7   | 535  | 28.4009         |
| 35.6261       | 2.71  | 536  | 28.3067         |
| 33.3861       | 2.71  | 537  | 28.3580         |
| 35.5893       | 2.72  | 538  | 28.1541         |
| 21.5427       | 2.72  | 539  | 28.1718         |
| 22.2683       | 2.73  | 540  | 27.9708         |
| 42.4343       | 2.73  | 541  | 27.6316         |
| 32.5726       | 2.74  | 542  | 27.2664         |
| 29.3984       | 2.74  | 543  | 26.7040         |
| 30.6912       | 2.75  | 544  | 26.5292         |
| 30.315        | 2.75  | 545  | 26.3957         |
| 22.3906       | 2.76  | 546  | 26.7129         |
| 30.8426       | 2.76  | 547  | 26.5356         |
| 29.1796       | 2.77  | 548  | 26.4168         |
| 28.3624       | 2.77  | 549  | 26.4186         |
| 39.9114       | 2.78  | 550  | 26.1153         |
| 28.1246       | 2.78  | 551  | 26.0492         |
| 29.8834       | 2.79  | 552  | 26.0878         |
| 26.7047       | 2.79  | 553  | 26.1963         |
| 41.7101       | 2.8   | 554  | 25.9418         |
| 25.5818       | 2.8   | 555  | 25.9801         |
| 23.4295       | 2.81  | 556  | 26.2946         |
| 34.4316       | 2.81  | 557  | 26.2971         |
| 30.6932       | 2.82  | 558  | 26.2434         |
| 27.1708       | 2.82  | 559  | 26.1747         |
| 13.9049       | 2.83  | 560  | 26.1453         |
| 22.8781       | 2.83  | 561  | 26.2430         |
| 24.3947       | 2.84  | 562  | 26.4176         |
| 31.4553       | 2.84  | 563  | 26.5855         |
| 29.9457       | 2.85  | 564  | 26.6425         |
| 24.8162       | 2.85  | 565  | 26.6822         |
| 21.4453       | 2.86  | 566  | 26.7370         |
| 21.8295       | 2.86  | 567  | 26.5099         |
| 25.19         | 2.87  | 568  | 26.6264         |
| 28.5869       | 2.87  | 569  | 26.9146         |
| 33.01         | 2.88  | 570  | 26.9584         |
| 24.1121       | 2.88  | 571  | 27.1031         |
| 19.1071       | 2.89  | 572  | 27.2085         |
| 20.3899       | 2.89  | 573  | 27.8446         |
| 25.2613       | 2.9   | 574  | 28.3384         |
| 35.1752       | 2.9   | 575  | 28.7615         |
| 26.972        | 2.91  | 576  | 28.8148         |
| 38.629        | 2.91  | 577  | 28.7752         |
| 32.3309       | 2.92  | 578  | 28.6573         |
| 21.5883       | 2.92  | 579  | 28.2936         |
| 19.746        | 2.93  | 580  | 28.0103         |
| 27.2195       | 2.93  | 581  | 27.5078         |
| 27.9168       | 2.94  | 582  | 26.7852         |
| 31.4434       | 2.94  | 583  | 26.6548         |
| 16.5583       | 2.95  | 584  | 26.3134         |
| 31.0048       | 2.95  | 585  | 25.9468         |
| 29.6967       | 2.96  | 586  | 25.7913         |
| 34.8861       | 2.96  | 587  | 25.4416         |
| 36.1459       | 2.97  | 588  | 25.5928         |
| 23.7119       | 2.97  | 589  | 25.8623         |
| 25.9391       | 2.98  | 590  | 26.1950         |
| 26.1306       | 2.98  | 591  | 26.2413         |
| 23.5889       | 2.99  | 592  | 26.1618         |
| 25.1161       | 2.99  | 593  | 25.8044         |
| 22.8672       | 3.0   | 594  | 25.6929         |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "mit", "tags": ["generated_from_trainer"], "base_model": "roberta-base", "model-index": [{"name": "SChem5Labels-roberta-base-intra-frequency-human_annots-cross-ent", "results": []}]}
transformers safetensors roberta generated_from_trainer base_model:roberta-base license:mit endpoints_compatible region:us