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# SChem5Labels-roberta-base-inter-sorted-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: 61.1367

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 134.0618      | 0.01  | 1    | 131.4909        |
| 127.8478      | 0.01  | 2    | 131.4790        |
| 130.779       | 0.02  | 3    | 131.4498        |
| 124.4967      | 0.02  | 4    | 131.4468        |
| 129.9644      | 0.03  | 5    | 131.3893        |
| 135.347       | 0.03  | 6    | 131.3378        |
| 130.3256      | 0.04  | 7    | 131.3134        |
| 130.2849      | 0.04  | 8    | 131.1035        |
| 131.4577      | 0.05  | 9    | 130.9402        |
| 119.3003      | 0.05  | 10   | 130.8029        |
| 138.0092      | 0.06  | 11   | 130.7223        |
| 133.4551      | 0.06  | 12   | 130.6173        |
| 139.9285      | 0.07  | 13   | 130.4783        |
| 131.8753      | 0.07  | 14   | 130.3249        |
| 129.1202      | 0.08  | 15   | 130.1678        |
| 126.5385      | 0.08  | 16   | 129.9568        |
| 122.1811      | 0.09  | 17   | 129.7317        |
| 138.4917      | 0.09  | 18   | 129.6345        |
| 122.1163      | 0.1   | 19   | 129.4423        |
| 124.5699      | 0.1   | 20   | 129.3368        |
| 135.3954      | 0.11  | 21   | 129.1882        |
| 142.93        | 0.11  | 22   | 129.0764        |
| 131.7301      | 0.12  | 23   | 128.8815        |
| 122.7996      | 0.12  | 24   | 128.7133        |
| 137.6035      | 0.13  | 25   | 128.6145        |
| 132.9401      | 0.13  | 26   | 128.5182        |
| 122.8503      | 0.14  | 27   | 128.4164        |
| 126.2165      | 0.14  | 28   | 128.3090        |
| 125.1824      | 0.15  | 29   | 128.1962        |
| 125.9811      | 0.15  | 30   | 128.0783        |
| 123.0223      | 0.16  | 31   | 127.9527        |
| 142.8709      | 0.16  | 32   | 127.8249        |
| 122.0823      | 0.17  | 33   | 127.5779        |
| 134.1164      | 0.17  | 34   | 127.3534        |
| 119.6001      | 0.18  | 35   | 126.9226        |
| 119.2751      | 0.18  | 36   | 126.3621        |
| 117.6775      | 0.19  | 37   | 125.5201        |
| 115.5034      | 0.19  | 38   | 124.1238        |
| 117.753       | 0.2   | 39   | 122.7257        |
| 113.876       | 0.2   | 40   | 121.2648        |
| 124.0213      | 0.21  | 41   | 120.2146        |
| 121.246       | 0.21  | 42   | 119.6740        |
| 118.3713      | 0.22  | 43   | 119.1443        |
| 130.0241      | 0.22  | 44   | 118.6007        |
| 105.9032      | 0.23  | 45   | 118.2744        |
| 123.1197      | 0.23  | 46   | 117.9322        |
| 122.7769      | 0.24  | 47   | 117.5730        |
| 116.5638      | 0.24  | 48   | 117.2332        |
| 107.8783      | 0.25  | 49   | 116.8597        |
| 109.8234      | 0.25  | 50   | 116.4461        |
| 120.4647      | 0.26  | 51   | 115.9868        |
| 123.5754      | 0.26  | 52   | 115.4674        |
| 106.5198      | 0.27  | 53   | 112.9258        |
| 117.8892      | 0.27  | 54   | 105.3008        |
| 103.6713      | 0.28  | 55   | 95.4734         |
| 105.1719      | 0.28  | 56   | 89.7937         |
| 96.018        | 0.29  | 57   | 85.0958         |
| 94.5779       | 0.29  | 58   | 80.1915         |
| 102.6675      | 0.3   | 59   | 77.7555         |
| 71.8573       | 0.3   | 60   | 75.6980         |
| 75.994        | 0.31  | 61   | 74.1400         |
| 79.41         | 0.31  | 62   | 72.7503         |
| 97.2683       | 0.32  | 63   | 71.3814         |
| 74.3404       | 0.32  | 64   | 69.5614         |
| 67.5032       | 0.33  | 65   | 68.5418         |
| 70.3308       | 0.33  | 66   | 67.0677         |
| 51.9331       | 0.34  | 67   | 66.4080         |
| 66.418        | 0.34  | 68   | 65.9960         |
| 54.527        | 0.35  | 69   | 65.6204         |
| 54.3476       | 0.35  | 70   | 65.2554         |
| 74.4045       | 0.36  | 71   | 64.9611         |
| 76.4177       | 0.36  | 72   | 64.6957         |
| 58.8875       | 0.37  | 73   | 64.4180         |
| 56.4543       | 0.37  | 74   | 64.2525         |
| 59.0505       | 0.38  | 75   | 64.0239         |
| 63.2357       | 0.38  | 76   | 63.9005         |
| 80.8762       | 0.39  | 77   | 63.6493         |
| 87.4604       | 0.39  | 78   | 63.4291         |
| 73.7224       | 0.4   | 79   | 63.1656         |
| 59.7921       | 0.4   | 80   | 62.9643         |
| 62.7675       | 0.41  | 81   | 62.7549         |
| 57.0999       | 0.41  | 82   | 62.6309         |
| 50.0692       | 0.42  | 83   | 62.5322         |
| 66.2575       | 0.42  | 84   | 62.4793         |
| 66.4175       | 0.43  | 85   | 62.3846         |
| 93.5526       | 0.43  | 86   | 62.2559         |
| 72.3472       | 0.44  | 87   | 62.1021         |
| 57.0445       | 0.44  | 88   | 61.9943         |
| 61.077        | 0.45  | 89   | 61.9429         |
| 79.6383       | 0.45  | 90   | 61.8191         |
| 83.3437       | 0.46  | 91   | 61.7357         |
| 59.9263       | 0.46  | 92   | 62.3430         |
| 79.0372       | 0.47  | 93   | 62.2209         |
| 58.4664       | 0.47  | 94   | 61.8655         |
| 56.9184       | 0.48  | 95   | 61.7081         |
| 72.4753       | 0.48  | 96   | 61.5959         |
| 49.5941       | 0.49  | 97   | 61.5405         |
| 51.3141       | 0.49  | 98   | 61.4555         |
| 42.4465       | 0.5   | 99   | 61.5327         |
| 38.3568       | 0.51  | 100  | 61.5864         |
| 79.7691       | 0.51  | 101  | 61.7940         |
| 58.1536       | 0.52  | 102  | 61.9254         |
| 49.4686       | 0.52  | 103  | 62.0104         |
| 48.1698       | 0.53  | 104  | 62.1203         |
| 43.6414       | 0.53  | 105  | 62.1834         |
| 46.155        | 0.54  | 106  | 62.3094         |
| 58.7394       | 0.54  | 107  | 62.4157         |
| 55.5898       | 0.55  | 108  | 62.3502         |
| 69.1256       | 0.55  | 109  | 62.2000         |
| 68.614        | 0.56  | 110  | 62.2668         |
| 57.1187       | 0.56  | 111  | 62.1508         |
| 60.2994       | 0.57  | 112  | 61.9448         |
| 67.3858       | 0.57  | 113  | 61.7803         |
| 45.7266       | 0.58  | 114  | 61.7090         |
| 109.0864      | 0.58  | 115  | 61.6268         |
| 83.6547       | 0.59  | 116  | 61.6104         |
| 55.1712       | 0.59  | 117  | 61.6995         |
| 70.8974       | 0.6   | 118  | 61.8124         |
| 77.7623       | 0.6   | 119  | 61.8124         |
| 60.6048       | 0.61  | 120  | 61.8277         |
| 59.8518       | 0.61  | 121  | 61.7706         |
| 68.5132       | 0.62  | 122  | 61.6880         |
| 81.0483       | 0.62  | 123  | 61.6477         |
| 78.3226       | 0.63  | 124  | 61.6655         |
| 81.5323       | 0.63  | 125  | 61.9612         |
| 58.116        | 0.64  | 126  | 62.0734         |
| 66.8663       | 0.64  | 127  | 62.2823         |
| 60.1646       | 0.65  | 128  | 62.1051         |
| 89.4157       | 0.65  | 129  | 62.1112         |
| 70.8003       | 0.66  | 130  | 61.7785         |
| 76.2906       | 0.66  | 131  | 61.9494         |
| 65.1499       | 0.67  | 132  | 61.8754         |
| 66.843        | 0.67  | 133  | 61.6481         |
| 62.8413       | 0.68  | 134  | 61.6326         |
| 57.5552       | 0.68  | 135  | 61.5004         |
| 62.7538       | 0.69  | 136  | 61.6545         |
| 70.224        | 0.69  | 137  | 61.6291         |
| 57.9841       | 0.7   | 138  | 61.5343         |
| 85.6352       | 0.7   | 139  | 61.4942         |
| 61.5278       | 0.71  | 140  | 61.4971         |
| 49.0808       | 0.71  | 141  | 61.4965         |
| 52.1606       | 0.72  | 142  | 61.4683         |
| 62.1979       | 0.72  | 143  | 61.4456         |
| 60.2619       | 0.73  | 144  | 61.4919         |
| 82.9812       | 0.73  | 145  | 61.5539         |
| 51.5651       | 0.74  | 146  | 61.6434         |
| 85.5609       | 0.74  | 147  | 61.6845         |
| 77.1212       | 0.75  | 148  | 61.7134         |
| 59.2528       | 0.75  | 149  | 61.7588         |
| 46.1629       | 0.76  | 150  | 61.8006         |
| 70.9088       | 0.76  | 151  | 61.8236         |
| 86.0944       | 0.77  | 152  | 61.7988         |
| 74.0447       | 0.77  | 153  | 61.8308         |
| 77.3771       | 0.78  | 154  | 61.8422         |
| 55.5349       | 0.78  | 155  | 61.7640         |
| 43.1439       | 0.79  | 156  | 61.7252         |
| 86.085        | 0.79  | 157  | 61.6255         |
| 58.1811       | 0.8   | 158  | 61.6447         |
| 52.8656       | 0.8   | 159  | 61.5566         |
| 51.0784       | 0.81  | 160  | 61.5548         |
| 46.4609       | 0.81  | 161  | 61.5605         |
| 83.19         | 0.82  | 162  | 61.5495         |
| 47.1009       | 0.82  | 163  | 61.5851         |
| 35.5512       | 0.83  | 164  | 61.7341         |
| 76.7675       | 0.83  | 165  | 61.7793         |
| 45.1925       | 0.84  | 166  | 61.6533         |
| 78.2566       | 0.84  | 167  | 61.7645         |
| 65.9436       | 0.85  | 168  | 61.7124         |
| 48.2661       | 0.85  | 169  | 61.6653         |
| 66.2179       | 0.86  | 170  | 61.6366         |
| 42.3907       | 0.86  | 171  | 61.6267         |
| 84.1893       | 0.87  | 172  | 61.6140         |
| 82.9254       | 0.87  | 173  | 61.5692         |
| 55.5351       | 0.88  | 174  | 61.5413         |
| 54.0018       | 0.88  | 175  | 61.6426         |
| 111.1316      | 0.89  | 176  | 61.6780         |
| 48.9151       | 0.89  | 177  | 61.6341         |
| 94.9918       | 0.9   | 178  | 61.6443         |
| 57.181        | 0.9   | 179  | 61.5153         |
| 81.4649       | 0.91  | 180  | 61.4121         |
| 75.2785       | 0.91  | 181  | 61.3616         |
| 84.0773       | 0.92  | 182  | 61.3051         |
| 71.29         | 0.92  | 183  | 61.3393         |
| 74.0605       | 0.93  | 184  | 61.4032         |
| 70.6764       | 0.93  | 185  | 61.4961         |
| 57.584        | 0.94  | 186  | 61.5472         |
| 47.206        | 0.94  | 187  | 61.5337         |
| 102.0561      | 0.95  | 188  | 61.5742         |
| 60.4641       | 0.95  | 189  | 61.5674         |
| 49.9991       | 0.96  | 190  | 61.5193         |
| 69.4397       | 0.96  | 191  | 61.4843         |
| 65.9022       | 0.97  | 192  | 61.4637         |
| 52.9966       | 0.97  | 193  | 61.6586         |
| 56.3124       | 0.98  | 194  | 62.8074         |
| 64.2763       | 0.98  | 195  | 62.3035         |
| 66.8389       | 0.99  | 196  | 61.7544         |
| 70.1394       | 0.99  | 197  | 61.6259         |
| 57.6234       | 1.0   | 198  | 61.5793         |
| 65.5794       | 1.01  | 199  | 61.4165         |
| 62.0168       | 1.01  | 200  | 61.5624         |
| 62.6536       | 1.02  | 201  | 61.4371         |
| 92.8555       | 1.02  | 202  | 61.3312         |
| 60.6832       | 1.03  | 203  | 61.3221         |
| 78.0853       | 1.03  | 204  | 61.3065         |
| 53.6384       | 1.04  | 205  | 61.3227         |
| 72.956        | 1.04  | 206  | 61.3564         |
| 56.5593       | 1.05  | 207  | 61.4049         |
| 35.6221       | 1.05  | 208  | 61.4563         |
| 83.9425       | 1.06  | 209  | 61.4710         |
| 58.4644       | 1.06  | 210  | 61.4866         |
| 45.3953       | 1.07  | 211  | 61.4929         |
| 56.5042       | 1.07  | 212  | 61.5226         |
| 45.3459       | 1.08  | 213  | 61.5953         |
| 74.3536       | 1.08  | 214  | 61.6625         |
| 69.8934       | 1.09  | 215  | 61.7313         |
| 92.0087       | 1.09  | 216  | 61.5689         |
| 63.2206       | 1.1   | 217  | 61.6231         |
| 58.4611       | 1.1   | 218  | 61.6010         |
| 56.0795       | 1.11  | 219  | 61.4559         |
| 67.6647       | 1.11  | 220  | 61.4325         |
| 62.6726       | 1.12  | 221  | 61.4714         |
| 50.3106       | 1.12  | 222  | 61.4160         |
| 52.7731       | 1.13  | 223  | 61.4842         |
| 52.7366       | 1.13  | 224  | 61.4312         |
| 55.2763       | 1.14  | 225  | 61.4971         |
| 65.7752       | 1.14  | 226  | 61.4730         |
| 64.1073       | 1.15  | 227  | 61.4411         |
| 62.1125       | 1.15  | 228  | 61.3792         |
| 48.1414       | 1.16  | 229  | 61.3264         |
| 53.6442       | 1.16  | 230  | 61.3141         |
| 39.7081       | 1.17  | 231  | 61.2980         |
| 75.7029       | 1.17  | 232  | 61.2884         |
| 76.8208       | 1.18  | 233  | 61.2902         |
| 36.4396       | 1.18  | 234  | 61.3216         |
| 80.5096       | 1.19  | 235  | 61.3394         |
| 62.372        | 1.19  | 236  | 61.4299         |
| 63.0138       | 1.2   | 237  | 61.3930         |
| 67.6252       | 1.2   | 238  | 61.3368         |
| 50.2275       | 1.21  | 239  | 61.3243         |
| 93.7557       | 1.21  | 240  | 61.3142         |
| 77.7463       | 1.22  | 241  | 61.3172         |
| 86.1399       | 1.22  | 242  | 61.3207         |
| 65.4831       | 1.23  | 243  | 61.3285         |
| 80.039        | 1.23  | 244  | 61.3438         |
| 63.3557       | 1.24  | 245  | 61.3915         |
| 57.5415       | 1.24  | 246  | 61.4387         |
| 95.0647       | 1.25  | 247  | 61.5313         |
| 57.047        | 1.25  | 248  | 61.5160         |
| 81.4444       | 1.26  | 249  | 61.5129         |
| 67.365        | 1.26  | 250  | 61.6413         |
| 52.6128       | 1.27  | 251  | 61.5275         |
| 54.0468       | 1.27  | 252  | 61.4513         |
| 60.0166       | 1.28  | 253  | 61.5272         |
| 50.8971       | 1.28  | 254  | 61.4250         |
| 47.223        | 1.29  | 255  | 61.3612         |
| 72.7704       | 1.29  | 256  | 61.3430         |
| 67.3085       | 1.3   | 257  | 61.4342         |
| 54.6654       | 1.3   | 258  | 61.4235         |
| 76.8492       | 1.31  | 259  | 61.5208         |
| 40.5337       | 1.31  | 260  | 61.4898         |
| 66.0495       | 1.32  | 261  | 61.4651         |
| 47.6311       | 1.32  | 262  | 61.4322         |
| 65.5298       | 1.33  | 263  | 61.4052         |
| 66.3313       | 1.33  | 264  | 61.3898         |
| 61.6399       | 1.34  | 265  | 61.3767         |
| 56.8343       | 1.34  | 266  | 61.3671         |
| 64.8105       | 1.35  | 267  | 61.3621         |
| 48.1931       | 1.35  | 268  | 61.3692         |
| 64.9253       | 1.36  | 269  | 61.3799         |
| 54.3749       | 1.36  | 270  | 61.3847         |
| 59.4957       | 1.37  | 271  | 61.4005         |
| 55.094        | 1.37  | 272  | 61.4124         |
| 64.9899       | 1.38  | 273  | 61.4157         |
| 59.5208       | 1.38  | 274  | 61.4177         |
| 59.2688       | 1.39  | 275  | 61.4201         |
| 84.9886       | 1.39  | 276  | 61.4107         |
| 52.3643       | 1.4   | 277  | 61.4032         |
| 62.1995       | 1.4   | 278  | 61.4185         |
| 61.7168       | 1.41  | 279  | 61.4663         |
| 56.8354       | 1.41  | 280  | 61.4829         |
| 63.9519       | 1.42  | 281  | 61.4952         |
| 54.2619       | 1.42  | 282  | 61.5515         |
| 52.986        | 1.43  | 283  | 61.6038         |
| 75.5007       | 1.43  | 284  | 61.5892         |
| 39.5803       | 1.44  | 285  | 61.5340         |
| 54.7617       | 1.44  | 286  | 61.5805         |
| 58.1478       | 1.45  | 287  | 61.6923         |
| 70.549        | 1.45  | 288  | 61.6761         |
| 42.1827       | 1.46  | 289  | 61.6836         |
| 78.2857       | 1.46  | 290  | 61.6065         |
| 49.8036       | 1.47  | 291  | 61.6161         |
| 66.9245       | 1.47  | 292  | 61.5916         |
| 105.9232      | 1.48  | 293  | 61.5627         |
| 63.8432       | 1.48  | 294  | 61.4992         |
| 56.4248       | 1.49  | 295  | 61.4295         |
| 52.9902       | 1.49  | 296  | 61.4111         |
| 50.1538       | 1.5   | 297  | 61.4172         |
| 48.8038       | 1.51  | 298  | 61.4327         |
| 64.7553       | 1.51  | 299  | 61.4395         |
| 63.217        | 1.52  | 300  | 61.4652         |
| 45.42         | 1.52  | 301  | 61.4895         |
| 59.0671       | 1.53  | 302  | 61.5026         |
| 61.9277       | 1.53  | 303  | 61.5294         |
| 51.258        | 1.54  | 304  | 61.5520         |
| 39.9303       | 1.54  | 305  | 61.5755         |
| 74.5749       | 1.55  | 306  | 61.5974         |
| 74.4192       | 1.55  | 307  | 61.6038         |
| 43.3591       | 1.56  | 308  | 61.6147         |
| 86.1045       | 1.56  | 309  | 61.6205         |
| 57.6328       | 1.57  | 310  | 61.6142         |
| 70.2312       | 1.57  | 311  | 61.5881         |
| 65.7409       | 1.58  | 312  | 61.5545         |
| 70.9953       | 1.58  | 313  | 61.5010         |
| 76.2597       | 1.59  | 314  | 61.4662         |
| 58.8838       | 1.59  | 315  | 61.4402         |
| 61.1615       | 1.6   | 316  | 61.4146         |
| 63.6948       | 1.6   | 317  | 61.4262         |
| 82.9051       | 1.61  | 318  | 61.4289         |
| 64.9851       | 1.61  | 319  | 61.4634         |
| 77.1059       | 1.62  | 320  | 61.5158         |
| 90.6302       | 1.62  | 321  | 61.5062         |
| 56.4618       | 1.63  | 322  | 61.3401         |
| 53.7451       | 1.63  | 323  | 61.3250         |
| 75.2223       | 1.64  | 324  | 61.3855         |
| 47.2292       | 1.64  | 325  | 61.3993         |
| 65.4318       | 1.65  | 326  | 61.3860         |
| 50.7215       | 1.65  | 327  | 61.4104         |
| 80.7963       | 1.66  | 328  | 61.4312         |
| 49.8735       | 1.66  | 329  | 61.4420         |
| 62.2292       | 1.67  | 330  | 61.3584         |
| 68.0565       | 1.67  | 331  | 61.3454         |
| 62.2133       | 1.68  | 332  | 61.5419         |
| 64.5673       | 1.68  | 333  | 61.4510         |
| 47.2718       | 1.69  | 334  | 61.4093         |
| 47.4785       | 1.69  | 335  | 61.2971         |
| 66.275        | 1.7   | 336  | 61.2932         |
| 46.566        | 1.7   | 337  | 61.2581         |
| 43.8724       | 1.71  | 338  | 61.2802         |
| 42.6673       | 1.71  | 339  | 61.3112         |
| 35.4759       | 1.72  | 340  | 61.3651         |
| 74.104        | 1.72  | 341  | 61.4179         |
| 69.0952       | 1.73  | 342  | 61.4475         |
| 67.8892       | 1.73  | 343  | 61.4609         |
| 62.8747       | 1.74  | 344  | 61.4474         |
| 59.5195       | 1.74  | 345  | 61.4087         |
| 71.8744       | 1.75  | 346  | 61.3596         |
| 59.0296       | 1.75  | 347  | 61.3198         |
| 75.7958       | 1.76  | 348  | 61.2682         |
| 65.6482       | 1.76  | 349  | 61.2136         |
| 65.0186       | 1.77  | 350  | 61.1903         |
| 64.9542       | 1.77  | 351  | 61.1728         |
| 53.9164       | 1.78  | 352  | 61.1663         |
| 76.8848       | 1.78  | 353  | 61.1621         |
| 70.0936       | 1.79  | 354  | 61.1669         |
| 66.4058       | 1.79  | 355  | 61.1715         |
| 53.5983       | 1.8   | 356  | 61.1809         |
| 44.9183       | 1.8   | 357  | 61.1705         |
| 58.7703       | 1.81  | 358  | 61.1508         |
| 88.9445       | 1.81  | 359  | 61.1444         |
| 75.0088       | 1.82  | 360  | 61.1424         |
| 73.2548       | 1.82  | 361  | 61.1449         |
| 101.2571      | 1.83  | 362  | 61.1537         |
| 52.9641       | 1.83  | 363  | 61.1664         |
| 46.4674       | 1.84  | 364  | 61.1854         |
| 54.7741       | 1.84  | 365  | 61.2087         |
| 44.8246       | 1.85  | 366  | 61.2302         |
| 54.722        | 1.85  | 367  | 61.3932         |
| 91.6126       | 1.86  | 368  | 61.4592         |
| 98.3329       | 1.86  | 369  | 61.4277         |
| 46.8986       | 1.87  | 370  | 61.4956         |
| 70.2782       | 1.87  | 371  | 61.5188         |
| 67.5082       | 1.88  | 372  | 61.4730         |
| 62.2743       | 1.88  | 373  | 61.4477         |
| 45.5775       | 1.89  | 374  | 61.3945         |
| 66.6601       | 1.89  | 375  | 61.4369         |
| 73.2273       | 1.9   | 376  | 61.4479         |
| 70.9982       | 1.9   | 377  | 61.4130         |
| 64.0496       | 1.91  | 378  | 61.4544         |
| 53.3042       | 1.91  | 379  | 61.3743         |
| 73.0374       | 1.92  | 380  | 61.2366         |
| 84.8441       | 1.92  | 381  | 61.2479         |
| 72.0942       | 1.93  | 382  | 61.2125         |
| 69.7309       | 1.93  | 383  | 61.1782         |
| 81.2175       | 1.94  | 384  | 61.2417         |
| 67.1622       | 1.94  | 385  | 61.1852         |
| 87.2003       | 1.95  | 386  | 61.3394         |
| 51.5788       | 1.95  | 387  | 61.3656         |
| 45.9082       | 1.96  | 388  | 61.3155         |
| 76.8269       | 1.96  | 389  | 61.3044         |
| 75.4118       | 1.97  | 390  | 61.3180         |
| 64.5606       | 1.97  | 391  | 61.2966         |
| 72.095        | 1.98  | 392  | 61.2893         |
| 61.7328       | 1.98  | 393  | 61.2927         |
| 72.372        | 1.99  | 394  | 61.3038         |
| 74.836        | 1.99  | 395  | 61.3438         |
| 45.6656       | 2.0   | 396  | 61.3598         |
| 42.9086       | 2.01  | 397  | 61.3630         |
| 56.9494       | 2.01  | 398  | 61.3335         |
| 71.201        | 2.02  | 399  | 61.3040         |
| 73.296        | 2.02  | 400  | 61.2908         |
| 65.7877       | 2.03  | 401  | 61.2728         |
| 59.9222       | 2.03  | 402  | 61.2361         |
| 70.1412       | 2.04  | 403  | 61.2110         |
| 46.3704       | 2.04  | 404  | 61.1923         |
| 57.521        | 2.05  | 405  | 61.1640         |
| 92.7426       | 2.05  | 406  | 61.1484         |
| 80.9669       | 2.06  | 407  | 61.1403         |
| 61.2149       | 2.06  | 408  | 61.1348         |
| 49.3481       | 2.07  | 409  | 61.1292         |
| 58.7635       | 2.07  | 410  | 61.1441         |
| 67.6822       | 2.08  | 411  | 61.1409         |
| 59.8386       | 2.08  | 412  | 61.1442         |
| 53.2585       | 2.09  | 413  | 61.1350         |
| 67.7763       | 2.09  | 414  | 61.1338         |
| 54.3309       | 2.1   | 415  | 61.1337         |
| 50.4289       | 2.1   | 416  | 61.1418         |
| 34.241        | 2.11  | 417  | 61.1685         |
| 34.7721       | 2.11  | 418  | 61.1982         |
| 67.2611       | 2.12  | 419  | 61.2240         |
| 58.0424       | 2.12  | 420  | 61.2709         |
| 60.2665       | 2.13  | 421  | 61.3015         |
| 64.7461       | 2.13  | 422  | 61.3273         |
| 78.1428       | 2.14  | 423  | 61.2982         |
| 59.0638       | 2.14  | 424  | 61.3030         |
| 71.0781       | 2.15  | 425  | 61.2775         |
| 52.5428       | 2.15  | 426  | 61.2804         |
| 44.4385       | 2.16  | 427  | 61.3111         |
| 62.7886       | 2.16  | 428  | 61.3338         |
| 67.5415       | 2.17  | 429  | 61.3371         |
| 47.791        | 2.17  | 430  | 61.3729         |
| 68.9351       | 2.18  | 431  | 61.3882         |
| 55.8555       | 2.18  | 432  | 61.3981         |
| 84.6509       | 2.19  | 433  | 61.3967         |
| 68.2476       | 2.19  | 434  | 61.3917         |
| 67.6785       | 2.2   | 435  | 61.4067         |
| 50.5479       | 2.2   | 436  | 61.3835         |
| 70.7843       | 2.21  | 437  | 61.3462         |
| 89.812        | 2.21  | 438  | 61.3149         |
| 69.0932       | 2.22  | 439  | 61.2981         |
| 55.8534       | 2.22  | 440  | 61.2807         |
| 70.3493       | 2.23  | 441  | 61.2490         |
| 53.6752       | 2.23  | 442  | 61.2366         |
| 50.3639       | 2.24  | 443  | 61.2472         |
| 62.7736       | 2.24  | 444  | 61.2505         |
| 80.566        | 2.25  | 445  | 61.2575         |
| 52.0282       | 2.25  | 446  | 61.2722         |
| 74.965        | 2.26  | 447  | 61.2856         |
| 61.7666       | 2.26  | 448  | 61.3085         |
| 67.412        | 2.27  | 449  | 61.3264         |
| 60.7581       | 2.27  | 450  | 61.3421         |
| 58.1108       | 2.28  | 451  | 61.3557         |
| 42.6451       | 2.28  | 452  | 61.3685         |
| 62.222        | 2.29  | 453  | 61.3695         |
| 49.1079       | 2.29  | 454  | 61.3721         |
| 67.4084       | 2.3   | 455  | 61.3718         |
| 52.9345       | 2.3   | 456  | 61.3710         |
| 65.5715       | 2.31  | 457  | 61.3792         |
| 66.6148       | 2.31  | 458  | 61.4202         |
| 40.7957       | 2.32  | 459  | 61.4593         |
| 70.0517       | 2.32  | 460  | 61.4076         |
| 73.2855       | 2.33  | 461  | 61.2919         |
| 43.9317       | 2.33  | 462  | 61.3318         |
| 50.2423       | 2.34  | 463  | 61.4022         |
| 77.6008       | 2.34  | 464  | 61.4156         |
| 70.2061       | 2.35  | 465  | 61.4301         |
| 98.9682       | 2.35  | 466  | 61.4219         |
| 61.5307       | 2.36  | 467  | 61.3086         |
| 72.5892       | 2.36  | 468  | 61.3810         |
| 51.7733       | 2.37  | 469  | 61.2873         |
| 65.2263       | 2.37  | 470  | 61.2923         |
| 84.156        | 2.38  | 471  | 61.3237         |
| 66.5492       | 2.38  | 472  | 61.3495         |
| 55.3701       | 2.39  | 473  | 61.2391         |
| 52.0273       | 2.39  | 474  | 61.3116         |
| 61.0594       | 2.4   | 475  | 61.2941         |
| 74.0152       | 2.4   | 476  | 61.2585         |
| 74.0229       | 2.41  | 477  | 61.2147         |
| 59.0321       | 2.41  | 478  | 61.2140         |
| 78.3731       | 2.42  | 479  | 61.2157         |
| 81.8886       | 2.42  | 480  | 61.2287         |
| 43.1145       | 2.43  | 481  | 61.2382         |
| 51.7472       | 2.43  | 482  | 61.2445         |
| 53.1664       | 2.44  | 483  | 61.2421         |
| 75.8468       | 2.44  | 484  | 61.2488         |
| 59.8383       | 2.45  | 485  | 61.2584         |
| 73.008        | 2.45  | 486  | 61.2617         |
| 40.98         | 2.46  | 487  | 61.2552         |
| 79.9439       | 2.46  | 488  | 61.2497         |
| 75.5246       | 2.47  | 489  | 61.2488         |
| 62.2498       | 2.47  | 490  | 61.2450         |
| 88.4034       | 2.48  | 491  | 61.2442         |
| 83.6064       | 2.48  | 492  | 61.2372         |
| 63.2121       | 2.49  | 493  | 61.2362         |
| 55.3175       | 2.49  | 494  | 61.2318         |
| 85.1541       | 2.5   | 495  | 61.2449         |
| 43.5887       | 2.51  | 496  | 61.2954         |
| 65.1012       | 2.51  | 497  | 61.2719         |
| 56.0477       | 2.52  | 498  | 61.2998         |
| 67.2099       | 2.52  | 499  | 61.2995         |
| 57.0575       | 2.53  | 500  | 61.1029         |
| 67.3464       | 2.53  | 501  | 61.1095         |
| 36.4271       | 2.54  | 502  | 61.1633         |
| 68.0058       | 2.54  | 503  | 61.1938         |
| 80.2423       | 2.55  | 504  | 61.2105         |
| 60.496        | 2.55  | 505  | 61.2226         |
| 41.4611       | 2.56  | 506  | 61.2292         |
| 65.3303       | 2.56  | 507  | 61.2217         |
| 51.3595       | 2.57  | 508  | 61.1951         |
| 71.7749       | 2.57  | 509  | 61.1536         |
| 53.4561       | 2.58  | 510  | 61.0938         |
| 56.6624       | 2.58  | 511  | 61.0599         |
| 83.3478       | 2.59  | 512  | 61.0331         |
| 34.9791       | 2.59  | 513  | 61.3205         |
| 61.4028       | 2.6   | 514  | 61.1993         |
| 37.2627       | 2.6   | 515  | 61.3354         |
| 62.943        | 2.61  | 516  | 61.3724         |
| 67.1063       | 2.61  | 517  | 61.3967         |
| 58.791        | 2.62  | 518  | 61.3263         |
| 58.3865       | 2.62  | 519  | 61.3209         |
| 67.3198       | 2.63  | 520  | 61.2817         |
| 51.3354       | 2.63  | 521  | 61.2741         |
| 51.6351       | 2.64  | 522  | 61.2837         |
| 74.7665       | 2.64  | 523  | 61.2841         |
| 38.6187       | 2.65  | 524  | 61.2919         |
| 48.4702       | 2.65  | 525  | 61.3011         |
| 84.0122       | 2.66  | 526  | 61.3037         |
| 65.1091       | 2.66  | 527  | 61.3049         |
| 55.6737       | 2.67  | 528  | 61.3018         |
| 49.2011       | 2.67  | 529  | 61.3007         |
| 70.1542       | 2.68  | 530  | 61.2921         |
| 77.1856       | 2.68  | 531  | 61.2815         |
| 73.9982       | 2.69  | 532  | 61.2678         |
| 40.5305       | 2.69  | 533  | 61.2608         |
| 38.8545       | 2.7   | 534  | 61.2626         |
| 57.29         | 2.7   | 535  | 61.2668         |
| 78.9805       | 2.71  | 536  | 61.2657         |
| 87.9007       | 2.71  | 537  | 61.2582         |
| 68.1823       | 2.72  | 538  | 61.2897         |
| 49.3          | 2.72  | 539  | 61.2934         |
| 68.185        | 2.73  | 540  | 61.2872         |
| 64.9024       | 2.73  | 541  | 61.2799         |
| 84.6826       | 2.74  | 542  | 61.2686         |
| 86.9754       | 2.74  | 543  | 61.2559         |
| 66.1568       | 2.75  | 544  | 61.2567         |
| 51.7874       | 2.75  | 545  | 61.2770         |
| 71.7907       | 2.76  | 546  | 61.2521         |
| 85.4998       | 2.76  | 547  | 61.2369         |
| 51.8271       | 2.77  | 548  | 61.2656         |
| 79.9764       | 2.77  | 549  | 61.3536         |
| 71.4654       | 2.78  | 550  | 61.3025         |
| 44.2484       | 2.78  | 551  | 61.3083         |
| 58.7667       | 2.79  | 552  | 61.3270         |
| 47.4404       | 2.79  | 553  | 61.2583         |
| 50.0336       | 2.8   | 554  | 61.3795         |
| 78.008        | 2.8   | 555  | 61.2246         |
| 69.958        | 2.81  | 556  | 61.1303         |
| 70.4089       | 2.81  | 557  | 61.1624         |
| 51.6792       | 2.82  | 558  | 61.1594         |
| 50.095        | 2.82  | 559  | 61.1593         |
| 65.9281       | 2.83  | 560  | 61.1625         |
| 70.1514       | 2.83  | 561  | 61.1603         |
| 75.6227       | 2.84  | 562  | 61.1549         |
| 50.4061       | 2.84  | 563  | 61.1540         |
| 71.4741       | 2.85  | 564  | 61.1389         |
| 75.6686       | 2.85  | 565  | 61.1323         |
| 60.068        | 2.86  | 566  | 61.1153         |
| 58.3724       | 2.86  | 567  | 61.2766         |
| 75.4811       | 2.87  | 568  | 61.3563         |
| 65.9124       | 2.87  | 569  | 61.2443         |
| 73.9479       | 2.88  | 570  | 61.1803         |
| 50.9751       | 2.88  | 571  | 61.2772         |
| 66.1506       | 2.89  | 572  | 61.2799         |
| 98.3531       | 2.89  | 573  | 61.3110         |
| 52.3101       | 2.9   | 574  | 61.3501         |
| 70.9596       | 2.9   | 575  | 61.3693         |
| 85.9441       | 2.91  | 576  | 61.2998         |
| 73.0785       | 2.91  | 577  | 61.3258         |
| 47.582        | 2.92  | 578  | 61.3160         |
| 71.8577       | 2.92  | 579  | 61.2667         |
| 64.4179       | 2.93  | 580  | 61.2108         |
| 102.8613      | 2.93  | 581  | 61.2378         |
| 67.9028       | 2.94  | 582  | 61.2348         |
| 79.4445       | 2.94  | 583  | 61.2241         |
| 46.533        | 2.95  | 584  | 61.2095         |
| 58.0823       | 2.95  | 585  | 61.1775         |
| 43.7977       | 2.96  | 586  | 61.1549         |
| 59.3765       | 2.96  | 587  | 61.1360         |
| 81.4154       | 2.97  | 588  | 61.1291         |
| 40.1503       | 2.97  | 589  | 61.1235         |
| 80.8347       | 2.98  | 590  | 61.1377         |
| 46.1          | 2.98  | 591  | 61.1532         |
| 68.9731       | 2.99  | 592  | 61.1351         |
| 48.202        | 2.99  | 593  | 61.1286         |
| 45.4563       | 3.0   | 594  | 61.1367         |


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