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# SChem5Labels-roberta-base-intra-dataset-frequency-model_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: 46.7330

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 54.1998       | 0.01  | 1    | 56.7898         |
| 49.979        | 0.01  | 2    | 56.7866         |
| 53.3066       | 0.02  | 3    | 56.7802         |
| 59.819        | 0.02  | 4    | 56.7710         |
| 60.0651       | 0.03  | 5    | 56.7589         |
| 60.5474       | 0.03  | 6    | 56.7436         |
| 55.4736       | 0.04  | 7    | 56.7260         |
| 62.7737       | 0.04  | 8    | 56.7061         |
| 62.0034       | 0.05  | 9    | 56.6836         |
| 62.9439       | 0.05  | 10   | 56.6583         |
| 51.9117       | 0.06  | 11   | 56.6300         |
| 60.3526       | 0.06  | 12   | 56.5989         |
| 56.3491       | 0.07  | 13   | 56.5648         |
| 63.438        | 0.07  | 14   | 56.5295         |
| 55.6843       | 0.08  | 15   | 56.4912         |
| 63.1158       | 0.08  | 16   | 56.4501         |
| 58.93         | 0.09  | 17   | 56.4068         |
| 59.077        | 0.09  | 18   | 56.3605         |
| 54.309        | 0.1   | 19   | 56.3113         |
| 59.1074       | 0.1   | 20   | 56.2593         |
| 55.3339       | 0.11  | 21   | 56.2043         |
| 56.6048       | 0.11  | 22   | 56.1457         |
| 56.6496       | 0.12  | 23   | 56.0843         |
| 57.6802       | 0.12  | 24   | 56.0195         |
| 65.9383       | 0.13  | 25   | 55.9512         |
| 60.7293       | 0.13  | 26   | 55.8789         |
| 52.1032       | 0.14  | 27   | 55.8033         |
| 56.5714       | 0.14  | 28   | 55.7236         |
| 59.8767       | 0.15  | 29   | 55.6392         |
| 55.272        | 0.15  | 30   | 55.5510         |
| 56.3119       | 0.16  | 31   | 55.4583         |
| 62.8628       | 0.16  | 32   | 55.3615         |
| 56.4418       | 0.17  | 33   | 55.2590         |
| 56.0388       | 0.17  | 34   | 55.1509         |
| 57.1013       | 0.18  | 35   | 55.0379         |
| 52.8876       | 0.18  | 36   | 54.9199         |
| 59.0349       | 0.19  | 37   | 54.8014         |
| 51.8079       | 0.19  | 38   | 54.6746         |
| 58.2237       | 0.2   | 39   | 54.5383         |
| 55.6901       | 0.2   | 40   | 54.3909         |
| 51.0138       | 0.21  | 41   | 54.2306         |
| 55.6959       | 0.21  | 42   | 54.0575         |
| 57.8398       | 0.22  | 43   | 53.8722         |
| 55.768        | 0.22  | 44   | 53.6681         |
| 54.591        | 0.23  | 45   | 53.4448         |
| 54.043        | 0.23  | 46   | 53.2012         |
| 50.957        | 0.24  | 47   | 52.6497         |
| 55.9022       | 0.24  | 48   | 50.1619         |
| 46.7296       | 0.25  | 49   | 48.2172         |
| 47.5311       | 0.25  | 50   | 47.5011         |
| 53.9557       | 0.26  | 51   | 47.0471         |
| 44.3585       | 0.26  | 52   | 46.5744         |
| 45.8376       | 0.27  | 53   | 46.0312         |
| 50.7646       | 0.27  | 54   | 45.4251         |
| 45.5451       | 0.28  | 55   | 44.6896         |
| 43.0992       | 0.28  | 56   | 43.8065         |
| 45.157        | 0.29  | 57   | 42.9038         |
| 55.1603       | 0.29  | 58   | 42.0351         |
| 47.5393       | 0.3   | 59   | 41.1867         |
| 45.8596       | 0.3   | 60   | 40.4384         |
| 49.2358       | 0.31  | 61   | 39.7305         |
| 38.9391       | 0.31  | 62   | 39.4460         |
| 39.8798       | 0.32  | 63   | 40.5861         |
| 45.0228       | 0.32  | 64   | 42.7582         |
| 56.902        | 0.33  | 65   | 43.9706         |
| 53.7671       | 0.33  | 66   | 45.6071         |
| 46.9102       | 0.34  | 67   | 46.3737         |
| 49.8705       | 0.34  | 68   | 46.1118         |
| 38.2211       | 0.35  | 69   | 45.4519         |
| 42.2591       | 0.35  | 70   | 44.2184         |
| 34.0515       | 0.36  | 71   | 43.3445         |
| 40.9928       | 0.36  | 72   | 42.4066         |
| 43.9937       | 0.37  | 73   | 40.5164         |
| 49.1935       | 0.37  | 74   | 39.0648         |
| 52.7285       | 0.38  | 75   | 38.2148         |
| 52.3522       | 0.38  | 76   | 38.0155         |
| 42.4075       | 0.39  | 77   | 38.1116         |
| 30.0923       | 0.39  | 78   | 38.0182         |
| 41.0692       | 0.4   | 79   | 40.3431         |
| 42.3783       | 0.4   | 80   | 41.7243         |
| 38.302        | 0.41  | 81   | 44.5527         |
| 48.4449       | 0.41  | 82   | 43.0300         |
| 45.7415       | 0.42  | 83   | 45.1957         |
| 39.9745       | 0.42  | 84   | 47.1682         |
| 52.3504       | 0.43  | 85   | 48.0596         |
| 39.0089       | 0.43  | 86   | 48.0597         |
| 51.4608       | 0.44  | 87   | 48.0061         |
| 39.3861       | 0.44  | 88   | 47.9561         |
| 56.2818       | 0.45  | 89   | 47.9524         |
| 44.7721       | 0.45  | 90   | 47.9502         |
| 57.6395       | 0.46  | 91   | 47.9395         |
| 38.2907       | 0.46  | 92   | 47.8680         |
| 48.6858       | 0.47  | 93   | 47.8283         |
| 56.3213       | 0.47  | 94   | 47.7978         |
| 44.7669       | 0.48  | 95   | 47.7878         |
| 39.062        | 0.48  | 96   | 47.7998         |
| 51.6873       | 0.49  | 97   | 47.8175         |
| 52.2953       | 0.49  | 98   | 47.8283         |
| 58.3524       | 0.5   | 99   | 47.8194         |
| 52.028        | 0.51  | 100  | 47.8853         |
| 58.8457       | 0.51  | 101  | 45.3696         |
| 51.6904       | 0.52  | 102  | 43.6421         |
| 31.8935       | 0.52  | 103  | 42.3243         |
| 45.6226       | 0.53  | 104  | 40.1196         |
| 42.2336       | 0.53  | 105  | 37.0042         |
| 45.7416       | 0.54  | 106  | 36.4536         |
| 51.6478       | 0.54  | 107  | 36.5158         |
| 43.3077       | 0.55  | 108  | 36.5314         |
| 35.3406       | 0.55  | 109  | 36.5377         |
| 42.307        | 0.56  | 110  | 36.5268         |
| 49.7155       | 0.56  | 111  | 36.5009         |
| 35.6218       | 0.57  | 112  | 36.4609         |
| 36.5698       | 0.57  | 113  | 36.4377         |
| 46.647        | 0.58  | 114  | 36.4293         |
| 33.5127       | 0.58  | 115  | 37.0286         |
| 46.9878       | 0.59  | 116  | 40.1489         |
| 45.0244       | 0.59  | 117  | 45.8562         |
| 40.2472       | 0.6   | 118  | 50.4102         |
| 43.8719       | 0.6   | 119  | 48.6153         |
| 45.0256       | 0.61  | 120  | 47.2351         |
| 51.1488       | 0.61  | 121  | 47.5093         |
| 57.6728       | 0.62  | 122  | 48.0990         |
| 40.6833       | 0.62  | 123  | 48.0119         |
| 56.4945       | 0.63  | 124  | 47.8845         |
| 60.7027       | 0.63  | 125  | 47.9162         |
| 47.4651       | 0.64  | 126  | 47.9313         |
| 45.6081       | 0.64  | 127  | 47.9739         |
| 43.3509       | 0.65  | 128  | 48.0210         |
| 42.9979       | 0.65  | 129  | 48.0795         |
| 35.3627       | 0.66  | 130  | 48.1619         |
| 56.4839       | 0.66  | 131  | 48.2196         |
| 46.2889       | 0.67  | 132  | 48.2323         |
| 51.2823       | 0.67  | 133  | 48.1556         |
| 52.1735       | 0.68  | 134  | 48.0059         |
| 61.0212       | 0.68  | 135  | 47.9913         |
| 46.7688       | 0.69  | 136  | 47.9989         |
| 52.1026       | 0.69  | 137  | 47.8789         |
| 56.5974       | 0.7   | 138  | 47.7682         |
| 35.2788       | 0.7   | 139  | 47.5515         |
| 47.1642       | 0.71  | 140  | 47.5143         |
| 53.8388       | 0.71  | 141  | 47.4797         |
| 43.67         | 0.72  | 142  | 46.6478         |
| 45.9163       | 0.72  | 143  | 45.8475         |
| 49.8276       | 0.73  | 144  | 43.7829         |
| 45.0541       | 0.73  | 145  | 42.7325         |
| 33.234        | 0.74  | 146  | 43.9151         |
| 35.6296       | 0.74  | 147  | 46.0327         |
| 38.3271       | 0.75  | 148  | 46.9313         |
| 41.2607       | 0.75  | 149  | 47.4783         |
| 58.241        | 0.76  | 150  | 47.4800         |
| 47.7662       | 0.76  | 151  | 47.4647         |
| 43.7336       | 0.77  | 152  | 47.4714         |
| 31.887        | 0.77  | 153  | 47.4679         |
| 49.2943       | 0.78  | 154  | 47.4831         |
| 30.0414       | 0.78  | 155  | 47.5337         |
| 50.9911       | 0.79  | 156  | 47.5630         |
| 45.8137       | 0.79  | 157  | 47.5965         |
| 36.225        | 0.8   | 158  | 47.6439         |
| 47.2409       | 0.8   | 159  | 47.6786         |
| 39.7927       | 0.81  | 160  | 47.7111         |
| 56.3814       | 0.81  | 161  | 47.7201         |
| 41.2971       | 0.82  | 162  | 47.7276         |
| 32.4071       | 0.82  | 163  | 47.7566         |
| 53.7315       | 0.83  | 164  | 47.7940         |
| 55.9268       | 0.83  | 165  | 47.8155         |
| 45.2635       | 0.84  | 166  | 47.8235         |
| 33.9681       | 0.84  | 167  | 47.6816         |
| 62.4935       | 0.85  | 168  | 47.4663         |
| 41.9287       | 0.85  | 169  | 45.5344         |
| 33.9875       | 0.86  | 170  | 43.8909         |
| 38.8904       | 0.86  | 171  | 40.1325         |
| 39.3352       | 0.87  | 172  | 40.2492         |
| 48.5586       | 0.87  | 173  | 42.1311         |
| 46.6541       | 0.88  | 174  | 42.6640         |
| 45.1065       | 0.88  | 175  | 43.0552         |
| 36.6655       | 0.89  | 176  | 44.5651         |
| 50.6782       | 0.89  | 177  | 44.7970         |
| 39.553        | 0.9   | 178  | 46.9052         |
| 44.8626       | 0.9   | 179  | 46.6106         |
| 49.2966       | 0.91  | 180  | 46.7361         |
| 41.7215       | 0.91  | 181  | 47.2549         |
| 33.2832       | 0.92  | 182  | 47.7641         |
| 34.4099       | 0.92  | 183  | 47.9745         |
| 47.916        | 0.93  | 184  | 48.1427         |
| 38.6212       | 0.93  | 185  | 48.3658         |
| 40.4864       | 0.94  | 186  | 48.5330         |
| 51.0289       | 0.94  | 187  | 48.6471         |
| 38.3921       | 0.95  | 188  | 48.7194         |
| 54.5443       | 0.95  | 189  | 48.7379         |
| 57.3137       | 0.96  | 190  | 48.6396         |
| 41.623        | 0.96  | 191  | 48.4725         |
| 46.8781       | 0.97  | 192  | 48.2866         |
| 51.8245       | 0.97  | 193  | 48.0831         |
| 52.0264       | 0.98  | 194  | 47.8747         |
| 62.5945       | 0.98  | 195  | 47.6513         |
| 33.9152       | 0.99  | 196  | 47.5256         |
| 45.7751       | 0.99  | 197  | 47.4503         |
| 33.0193       | 1.0   | 198  | 47.3761         |
| 41.0288       | 1.01  | 199  | 46.8815         |
| 38.8089       | 1.01  | 200  | 44.4152         |
| 38.8024       | 1.02  | 201  | 39.1854         |
| 33.2426       | 1.02  | 202  | 37.9372         |
| 50.2404       | 1.03  | 203  | 36.6511         |
| 48.1788       | 1.03  | 204  | 36.6715         |
| 40.4204       | 1.04  | 205  | 39.0051         |
| 40.3393       | 1.04  | 206  | 45.1084         |
| 38.7687       | 1.05  | 207  | 47.5791         |
| 38.5286       | 1.05  | 208  | 47.6969         |
| 31.7901       | 1.06  | 209  | 47.4063         |
| 27.0919       | 1.06  | 210  | 47.5010         |
| 45.7741       | 1.07  | 211  | 47.5972         |
| 44.8227       | 1.07  | 212  | 47.6704         |
| 44.13         | 1.08  | 213  | 47.7257         |
| 32.5578       | 1.08  | 214  | 47.8144         |
| 46.9366       | 1.09  | 215  | 47.8574         |
| 54.6611       | 1.09  | 216  | 47.8435         |
| 62.2493       | 1.1   | 217  | 47.7781         |
| 41.5374       | 1.1   | 218  | 47.7438         |
| 58.482        | 1.11  | 219  | 47.6717         |
| 36.0114       | 1.11  | 220  | 47.6403         |
| 47.4852       | 1.12  | 221  | 47.6011         |
| 55.1939       | 1.12  | 222  | 47.5720         |
| 44.766        | 1.13  | 223  | 47.5334         |
| 38.6714       | 1.13  | 224  | 47.0702         |
| 53.4744       | 1.14  | 225  | 43.6402         |
| 42.2995       | 1.14  | 226  | 38.7721         |
| 39.9268       | 1.15  | 227  | 36.7838         |
| 39.5125       | 1.15  | 228  | 36.5462         |
| 28.4571       | 1.16  | 229  | 36.4011         |
| 48.7038       | 1.16  | 230  | 36.4129         |
| 43.7843       | 1.17  | 231  | 36.4202         |
| 46.3347       | 1.17  | 232  | 36.4177         |
| 35.6765       | 1.18  | 233  | 36.3958         |
| 43.8044       | 1.18  | 234  | 36.3544         |
| 30.8155       | 1.19  | 235  | 36.3404         |
| 43.0384       | 1.19  | 236  | 36.4325         |
| 43.5638       | 1.2   | 237  | 36.6992         |
| 35.928        | 1.2   | 238  | 37.4156         |
| 44.7459       | 1.21  | 239  | 38.7433         |
| 42.2194       | 1.21  | 240  | 42.4290         |
| 32.0924       | 1.22  | 241  | 45.4115         |
| 44.2008       | 1.22  | 242  | 47.1923         |
| 53.4852       | 1.23  | 243  | 47.8111         |
| 41.808        | 1.23  | 244  | 47.9574         |
| 39.1754       | 1.24  | 245  | 47.4827         |
| 60.1993       | 1.24  | 246  | 47.3303         |
| 40.1275       | 1.25  | 247  | 47.3608         |
| 43.3045       | 1.25  | 248  | 47.3758         |
| 32.0736       | 1.26  | 249  | 47.4292         |
| 63.5184       | 1.26  | 250  | 47.4737         |
| 42.2143       | 1.27  | 251  | 47.5256         |
| 35.6152       | 1.27  | 252  | 47.5859         |
| 64.2017       | 1.28  | 253  | 47.5986         |
| 62.8882       | 1.28  | 254  | 47.5690         |
| 61.0366       | 1.29  | 255  | 47.5187         |
| 20.0415       | 1.29  | 256  | 47.5094         |
| 44.6474       | 1.3   | 257  | 47.5118         |
| 39.6989       | 1.3   | 258  | 47.5250         |
| 57.1091       | 1.31  | 259  | 47.5151         |
| 51.2647       | 1.31  | 260  | 47.4814         |
| 47.8604       | 1.32  | 261  | 47.4387         |
| 42.8454       | 1.32  | 262  | 47.3927         |
| 56.7081       | 1.33  | 263  | 47.5224         |
| 49.3436       | 1.33  | 264  | 47.5723         |
| 39.4443       | 1.34  | 265  | 45.9009         |
| 46.7095       | 1.34  | 266  | 42.6704         |
| 45.1639       | 1.35  | 267  | 40.6415         |
| 36.2748       | 1.35  | 268  | 39.2579         |
| 35.8089       | 1.36  | 269  | 38.6972         |
| 46.3071       | 1.36  | 270  | 38.2372         |
| 37.9765       | 1.37  | 271  | 38.5486         |
| 37.6976       | 1.37  | 272  | 38.6450         |
| 34.766        | 1.38  | 273  | 39.1826         |
| 48.2188       | 1.38  | 274  | 39.2360         |
| 35.3668       | 1.39  | 275  | 38.7225         |
| 35.8989       | 1.39  | 276  | 38.6101         |
| 36.1701       | 1.4   | 277  | 38.5104         |
| 43.0842       | 1.4   | 278  | 39.1697         |
| 39.5842       | 1.41  | 279  | 39.5594         |
| 40.3985       | 1.41  | 280  | 39.8300         |
| 39.2557       | 1.42  | 281  | 39.9667         |
| 34.4126       | 1.42  | 282  | 39.9427         |
| 41.5224       | 1.43  | 283  | 40.4677         |
| 26.6534       | 1.43  | 284  | 42.2982         |
| 40.8012       | 1.44  | 285  | 43.6278         |
| 56.0231       | 1.44  | 286  | 44.6614         |
| 44.8799       | 1.45  | 287  | 45.4904         |
| 52.9133       | 1.45  | 288  | 46.0453         |
| 41.553        | 1.46  | 289  | 46.8209         |
| 46.7882       | 1.46  | 290  | 46.9571         |
| 45.5793       | 1.47  | 291  | 47.6857         |
| 41.4536       | 1.47  | 292  | 47.8134         |
| 49.7276       | 1.48  | 293  | 48.0385         |
| 36.1273       | 1.48  | 294  | 47.9401         |
| 44.1083       | 1.49  | 295  | 47.8630         |
| 39.7073       | 1.49  | 296  | 47.7848         |
| 52.6001       | 1.5   | 297  | 47.7061         |
| 52.4036       | 1.51  | 298  | 47.7326         |
| 54.6656       | 1.51  | 299  | 47.8947         |
| 55.0875       | 1.52  | 300  | 47.8653         |
| 53.978        | 1.52  | 301  | 47.8163         |
| 33.6697       | 1.53  | 302  | 47.9291         |
| 48.8889       | 1.53  | 303  | 48.0155         |
| 41.8297       | 1.54  | 304  | 47.9468         |
| 43.8341       | 1.54  | 305  | 47.9022         |
| 52.3997       | 1.55  | 306  | 47.8639         |
| 48.1677       | 1.55  | 307  | 47.8357         |
| 55.5137       | 1.56  | 308  | 47.4761         |
| 45.5436       | 1.56  | 309  | 47.4426         |
| 35.5048       | 1.57  | 310  | 47.4264         |
| 31.0169       | 1.57  | 311  | 46.6268         |
| 47.5852       | 1.58  | 312  | 46.3840         |
| 37.6642       | 1.58  | 313  | 46.3899         |
| 47.4346       | 1.59  | 314  | 46.4939         |
| 34.3195       | 1.59  | 315  | 46.3737         |
| 38.3802       | 1.6   | 316  | 46.7463         |
| 54.7145       | 1.6   | 317  | 47.1134         |
| 41.367        | 1.61  | 318  | 47.0085         |
| 52.2842       | 1.61  | 319  | 46.7386         |
| 54.0731       | 1.62  | 320  | 46.9477         |
| 34.307        | 1.62  | 321  | 47.1846         |
| 49.3194       | 1.63  | 322  | 47.2551         |
| 48.1905       | 1.63  | 323  | 47.2719         |
| 57.4627       | 1.64  | 324  | 47.2692         |
| 44.3254       | 1.64  | 325  | 47.0547         |
| 48.8478       | 1.65  | 326  | 47.0074         |
| 53.4428       | 1.65  | 327  | 46.8677         |
| 59.6596       | 1.66  | 328  | 46.8614         |
| 43.7731       | 1.66  | 329  | 46.8522         |
| 57.7216       | 1.67  | 330  | 46.6838         |
| 44.9197       | 1.67  | 331  | 46.2335         |
| 57.7347       | 1.68  | 332  | 46.2021         |
| 52.4237       | 1.68  | 333  | 46.0471         |
| 41.3281       | 1.69  | 334  | 46.3438         |
| 41.4814       | 1.69  | 335  | 44.7376         |
| 49.5392       | 1.7   | 336  | 41.9252         |
| 46.7539       | 1.7   | 337  | 38.1588         |
| 53.9811       | 1.71  | 338  | 36.9038         |
| 50.3393       | 1.71  | 339  | 36.5693         |
| 39.5246       | 1.72  | 340  | 36.5123         |
| 47.5542       | 1.72  | 341  | 36.6050         |
| 36.1923       | 1.73  | 342  | 36.6595         |
| 43.6016       | 1.73  | 343  | 36.6749         |
| 41.7069       | 1.74  | 344  | 36.6274         |
| 40.5211       | 1.74  | 345  | 36.5591         |
| 28.9838       | 1.75  | 346  | 36.4566         |
| 34.5176       | 1.75  | 347  | 36.3661         |
| 37.5916       | 1.76  | 348  | 36.2748         |
| 41.1999       | 1.76  | 349  | 36.2133         |
| 38.2001       | 1.77  | 350  | 36.1771         |
| 43.396        | 1.77  | 351  | 36.1663         |
| 32.4127       | 1.78  | 352  | 36.1900         |
| 29.5444       | 1.78  | 353  | 36.3708         |
| 37.5788       | 1.79  | 354  | 36.6009         |
| 40.874        | 1.79  | 355  | 37.1424         |
| 39.6472       | 1.8   | 356  | 38.0643         |
| 48.1572       | 1.8   | 357  | 39.4445         |
| 47.694        | 1.81  | 358  | 40.1580         |
| 34.9034       | 1.81  | 359  | 41.9306         |
| 48.1041       | 1.82  | 360  | 43.8079         |
| 43.7288       | 1.82  | 361  | 46.0057         |
| 26.4481       | 1.83  | 362  | 46.6186         |
| 45.054        | 1.83  | 363  | 47.1962         |
| 59.232        | 1.84  | 364  | 47.4570         |
| 43.5503       | 1.84  | 365  | 47.75           |
| 54.6957       | 1.85  | 366  | 47.6570         |
| 36.6919       | 1.85  | 367  | 47.6413         |
| 38.2393       | 1.86  | 368  | 47.6343         |
| 42.9447       | 1.86  | 369  | 47.6359         |
| 44.0041       | 1.87  | 370  | 47.6336         |
| 53.8233       | 1.87  | 371  | 47.6359         |
| 55.5258       | 1.88  | 372  | 47.6122         |
| 39.5245       | 1.88  | 373  | 47.6165         |
| 53.9289       | 1.89  | 374  | 47.7514         |
| 44.7979       | 1.89  | 375  | 47.7505         |
| 45.3484       | 1.9   | 376  | 47.5886         |
| 61.5069       | 1.9   | 377  | 48.0563         |
| 60.7475       | 1.91  | 378  | 47.3120         |
| 53.9004       | 1.91  | 379  | 46.8829         |
| 46.308        | 1.92  | 380  | 46.5278         |
| 43.1983       | 1.92  | 381  | 46.3356         |
| 52.8701       | 1.93  | 382  | 46.9401         |
| 30.6548       | 1.93  | 383  | 46.8235         |
| 39.7062       | 1.94  | 384  | 46.8090         |
| 40.775        | 1.94  | 385  | 46.7238         |
| 52.7402       | 1.95  | 386  | 46.8927         |
| 37.3494       | 1.95  | 387  | 46.8535         |
| 57.1878       | 1.96  | 388  | 46.4572         |
| 49.178        | 1.96  | 389  | 46.2220         |
| 35.6133       | 1.97  | 390  | 46.3192         |
| 39.1938       | 1.97  | 391  | 46.6300         |
| 45.9479       | 1.98  | 392  | 46.4693         |
| 54.0743       | 1.98  | 393  | 46.0558         |
| 64.2587       | 1.99  | 394  | 46.1601         |
| 40.7252       | 1.99  | 395  | 45.8720         |
| 39.4898       | 2.0   | 396  | 45.4425         |
| 44.3151       | 2.01  | 397  | 44.9536         |
| 42.6357       | 2.01  | 398  | 44.3650         |
| 34.7164       | 2.02  | 399  | 43.9851         |
| 44.8437       | 2.02  | 400  | 43.2584         |
| 65.4708       | 2.03  | 401  | 42.8615         |
| 41.5526       | 2.03  | 402  | 42.5580         |
| 42.91         | 2.04  | 403  | 42.1941         |
| 42.7316       | 2.04  | 404  | 41.2014         |
| 39.7355       | 2.05  | 405  | 40.9063         |
| 38.0242       | 2.05  | 406  | 39.8877         |
| 31.4184       | 2.06  | 407  | 39.5943         |
| 39.2761       | 2.06  | 408  | 39.6325         |
| 49.8614       | 2.07  | 409  | 39.1918         |
| 35.9536       | 2.07  | 410  | 38.9963         |
| 47.2209       | 2.08  | 411  | 38.7792         |
| 53.5912       | 2.08  | 412  | 37.8475         |
| 38.9708       | 2.09  | 413  | 37.7798         |
| 47.634        | 2.09  | 414  | 37.5658         |
| 39.6565       | 2.1   | 415  | 37.5425         |
| 34.4585       | 2.1   | 416  | 37.7115         |
| 32.2908       | 2.11  | 417  | 37.2935         |
| 36.4317       | 2.11  | 418  | 37.1669         |
| 29.504        | 2.12  | 419  | 37.2807         |
| 44.0537       | 2.12  | 420  | 37.7995         |
| 46.4869       | 2.13  | 421  | 37.9994         |
| 36.0731       | 2.13  | 422  | 38.5197         |
| 56.4598       | 2.14  | 423  | 39.7271         |
| 42.9198       | 2.14  | 424  | 40.0383         |
| 34.332        | 2.15  | 425  | 39.9007         |
| 45.3973       | 2.15  | 426  | 40.2249         |
| 43.925        | 2.16  | 427  | 40.6332         |
| 41.8585       | 2.16  | 428  | 42.4518         |
| 35.4443       | 2.17  | 429  | 43.4807         |
| 42.0437       | 2.17  | 430  | 44.6373         |
| 43.7265       | 2.18  | 431  | 45.6572         |
| 51.9003       | 2.18  | 432  | 46.5370         |
| 39.1317       | 2.19  | 433  | 46.3228         |
| 63.1593       | 2.19  | 434  | 46.5457         |
| 45.8113       | 2.2   | 435  | 46.5845         |
| 36.6931       | 2.2   | 436  | 46.8313         |
| 34.5993       | 2.21  | 437  | 47.2836         |
| 41.3308       | 2.21  | 438  | 47.1682         |
| 51.9367       | 2.22  | 439  | 47.3728         |
| 43.2274       | 2.22  | 440  | 47.8085         |
| 42.6107       | 2.23  | 441  | 47.8386         |
| 43.7273       | 2.23  | 442  | 47.8526         |
| 57.0451       | 2.24  | 443  | 47.8495         |
| 39.5725       | 2.24  | 444  | 48.0098         |
| 41.8882       | 2.25  | 445  | 48.1872         |
| 38.0283       | 2.25  | 446  | 48.0305         |
| 44.1503       | 2.26  | 447  | 47.8688         |
| 38.8799       | 2.26  | 448  | 47.6980         |
| 49.0484       | 2.27  | 449  | 47.6815         |
| 62.7622       | 2.27  | 450  | 47.6416         |
| 53.5162       | 2.28  | 451  | 47.6038         |
| 63.2449       | 2.28  | 452  | 47.5647         |
| 54.7279       | 2.29  | 453  | 47.6764         |
| 48.1219       | 2.29  | 454  | 47.5070         |
| 32.7111       | 2.3   | 455  | 46.9380         |
| 46.655        | 2.3   | 456  | 46.9498         |
| 43.9728       | 2.31  | 457  | 45.9583         |
| 54.4189       | 2.31  | 458  | 43.1766         |
| 59.6954       | 2.32  | 459  | 41.0461         |
| 40.1059       | 2.32  | 460  | 39.3048         |
| 43.2619       | 2.33  | 461  | 38.3992         |
| 50.2049       | 2.33  | 462  | 37.8176         |
| 36.4201       | 2.34  | 463  | 36.7886         |
| 27.4003       | 2.34  | 464  | 36.7533         |
| 43.3669       | 2.35  | 465  | 36.6029         |
| 38.9536       | 2.35  | 466  | 36.2746         |
| 39.4032       | 2.36  | 467  | 36.2033         |
| 37.1212       | 2.36  | 468  | 36.2883         |
| 35.6331       | 2.37  | 469  | 36.4355         |
| 38.1452       | 2.37  | 470  | 36.7508         |
| 37.3955       | 2.38  | 471  | 37.2321         |
| 49.5686       | 2.38  | 472  | 37.8690         |
| 36.0944       | 2.39  | 473  | 39.4988         |
| 50.4319       | 2.39  | 474  | 40.2445         |
| 42.4232       | 2.4   | 475  | 41.5943         |
| 30.2462       | 2.4   | 476  | 43.2639         |
| 29.9785       | 2.41  | 477  | 44.2603         |
| 41.1368       | 2.41  | 478  | 44.9714         |
| 45.489        | 2.42  | 479  | 46.4983         |
| 35.4494       | 2.42  | 480  | 46.3401         |
| 54.037        | 2.43  | 481  | 46.4600         |
| 38.7335       | 2.43  | 482  | 46.7501         |
| 56.161        | 2.44  | 483  | 46.6025         |
| 33.4326       | 2.44  | 484  | 47.2371         |
| 44.0654       | 2.45  | 485  | 47.2687         |
| 39.5987       | 2.45  | 486  | 47.3183         |
| 45.395        | 2.46  | 487  | 47.0525         |
| 39.8992       | 2.46  | 488  | 46.8753         |
| 46.7572       | 2.47  | 489  | 47.6694         |
| 39.7055       | 2.47  | 490  | 47.5198         |
| 37.3468       | 2.48  | 491  | 47.7975         |
| 48.2749       | 2.48  | 492  | 47.9623         |
| 42.5          | 2.49  | 493  | 48.0198         |
| 51.8235       | 2.49  | 494  | 48.0453         |
| 53.3098       | 2.5   | 495  | 48.0533         |
| 47.4883       | 2.51  | 496  | 47.6511         |
| 36.3686       | 2.51  | 497  | 47.8999         |
| 48.7517       | 2.52  | 498  | 48.0438         |
| 42.5396       | 2.52  | 499  | 48.1789         |
| 49.1575       | 2.53  | 500  | 47.6046         |
| 37.5118       | 2.53  | 501  | 47.5957         |
| 54.4214       | 2.54  | 502  | 47.5543         |
| 51.5903       | 2.54  | 503  | 47.0232         |
| 53.932        | 2.55  | 504  | 46.7971         |
| 35.6442       | 2.55  | 505  | 46.7514         |
| 61.16         | 2.56  | 506  | 46.6829         |
| 57.4251       | 2.56  | 507  | 46.6093         |
| 38.5169       | 2.57  | 508  | 45.7243         |
| 16.6581       | 2.57  | 509  | 45.8584         |
| 40.2029       | 2.58  | 510  | 45.6815         |
| 55.0164       | 2.58  | 511  | 45.6530         |
| 39.2512       | 2.59  | 512  | 45.9623         |
| 52.7886       | 2.59  | 513  | 45.8672         |
| 62.4306       | 2.6   | 514  | 45.6658         |
| 51.7774       | 2.6   | 515  | 45.6288         |
| 28.7361       | 2.61  | 516  | 45.2883         |
| 32.9831       | 2.61  | 517  | 45.2002         |
| 45.7645       | 2.62  | 518  | 45.0664         |
| 44.808        | 2.62  | 519  | 44.9641         |
| 35.0269       | 2.63  | 520  | 44.5021         |
| 40.053        | 2.63  | 521  | 44.7219         |
| 52.4617       | 2.64  | 522  | 44.6246         |
| 42.526        | 2.64  | 523  | 44.4127         |
| 54.634        | 2.65  | 524  | 44.0234         |
| 32.6091       | 2.65  | 525  | 43.2999         |
| 36.7256       | 2.66  | 526  | 43.3437         |
| 41.2346       | 2.66  | 527  | 43.3875         |
| 33.7809       | 2.67  | 528  | 42.9435         |
| 44.8819       | 2.67  | 529  | 42.5802         |
| 47.4672       | 2.68  | 530  | 42.5735         |
| 41.1619       | 2.68  | 531  | 42.7215         |
| 40.4208       | 2.69  | 532  | 43.2326         |
| 39.2388       | 2.69  | 533  | 43.3881         |
| 50.8834       | 2.7   | 534  | 44.1112         |
| 26.5345       | 2.7   | 535  | 44.0715         |
| 34.6347       | 2.71  | 536  | 44.3607         |
| 38.703        | 2.71  | 537  | 44.2979         |
| 35.077        | 2.72  | 538  | 44.5372         |
| 62.2766       | 2.72  | 539  | 44.6655         |
| 41.7648       | 2.73  | 540  | 44.6626         |
| 40.4839       | 2.73  | 541  | 44.9797         |
| 46.3921       | 2.74  | 542  | 45.3241         |
| 37.1749       | 2.74  | 543  | 45.5834         |
| 45.9827       | 2.75  | 544  | 45.1127         |
| 49.5192       | 2.75  | 545  | 44.5935         |
| 39.0695       | 2.76  | 546  | 44.9235         |
| 47.3411       | 2.76  | 547  | 45.0619         |
| 55.8105       | 2.77  | 548  | 45.0245         |
| 42.79         | 2.77  | 549  | 45.0612         |
| 50.7731       | 2.78  | 550  | 44.8988         |
| 44.3891       | 2.78  | 551  | 44.9380         |
| 34.6645       | 2.79  | 552  | 45.4693         |
| 51.2011       | 2.79  | 553  | 45.4942         |
| 52.3548       | 2.8   | 554  | 45.3067         |
| 31.6237       | 2.8   | 555  | 45.1269         |
| 31.4112       | 2.81  | 556  | 45.2055         |
| 43.3996       | 2.81  | 557  | 45.5057         |
| 39.8119       | 2.82  | 558  | 46.0208         |
| 32.4182       | 2.82  | 559  | 46.3568         |
| 45.0277       | 2.83  | 560  | 46.6516         |
| 34.9706       | 2.83  | 561  | 46.9737         |
| 40.5061       | 2.84  | 562  | 47.1990         |
| 48.7204       | 2.84  | 563  | 47.2043         |
| 48.896        | 2.85  | 564  | 47.2050         |
| 50.8255       | 2.85  | 565  | 47.1830         |
| 52.6121       | 2.86  | 566  | 46.7824         |
| 62.5423       | 2.86  | 567  | 46.5021         |
| 62.1482       | 2.87  | 568  | 46.3271         |
| 26.6156       | 2.87  | 569  | 46.0508         |
| 42.4028       | 2.88  | 570  | 46.0242         |
| 59.0611       | 2.88  | 571  | 45.5909         |
| 38.1908       | 2.89  | 572  | 45.6300         |
| 43.0866       | 2.89  | 573  | 45.2820         |
| 38.5762       | 2.9   | 574  | 44.4966         |
| 44.367        | 2.9   | 575  | 43.7811         |
| 42.1912       | 2.91  | 576  | 43.1548         |
| 45.6134       | 2.91  | 577  | 43.6249         |
| 30.2039       | 2.92  | 578  | 43.8640         |
| 47.2384       | 2.92  | 579  | 43.9468         |
| 34.8665       | 2.93  | 580  | 43.8330         |
| 42.0228       | 2.93  | 581  | 43.6729         |
| 51.4896       | 2.94  | 582  | 43.4631         |
| 39.9801       | 2.94  | 583  | 43.7000         |
| 49.4046       | 2.95  | 584  | 43.4944         |
| 45.6147       | 2.95  | 585  | 43.6969         |
| 33.8016       | 2.96  | 586  | 44.0270         |
| 41.3          | 2.96  | 587  | 44.3659         |
| 41.6363       | 2.97  | 588  | 45.2250         |
| 47.711        | 2.97  | 589  | 45.3501         |
| 44.9462       | 2.98  | 590  | 45.8779         |
| 47.2652       | 2.98  | 591  | 45.8383         |
| 43.5526       | 2.99  | 592  | 46.3493         |
| 45.9876       | 2.99  | 593  | 46.1939         |
| 29.0037       | 3.0   | 594  | 46.7330         |


### 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-dataset-frequency-model_annots-cross-ent", "results": []}]}
transformers safetensors roberta generated_from_trainer base_model:roberta-base license:mit endpoints_compatible region:us