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# SChem5Labels-roberta-base-inter-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: 69.6029

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 211.3038      | 0.01  | 1    | 183.2579        |
| 186.987       | 0.01  | 2    | 183.2534        |
| 198.2213      | 0.02  | 3    | 183.2443        |
| 187.7243      | 0.02  | 4    | 183.2310        |
| 190.8835      | 0.03  | 5    | 183.2139        |
| 183.7121      | 0.03  | 6    | 183.1928        |
| 190.2646      | 0.04  | 7    | 183.1693        |
| 176.5224      | 0.04  | 8    | 183.1425        |
| 203.3549      | 0.05  | 9    | 183.1118        |
| 207.7355      | 0.05  | 10   | 183.0768        |
| 198.1395      | 0.06  | 11   | 183.1088        |
| 186.9638      | 0.06  | 12   | 183.0661        |
| 194.9542      | 0.07  | 13   | 183.0906        |
| 192.094       | 0.07  | 14   | 183.2121        |
| 181.5269      | 0.08  | 15   | 183.1586        |
| 183.0351      | 0.08  | 16   | 183.1731        |
| 198.6153      | 0.09  | 17   | 183.1129        |
| 182.5435      | 0.09  | 18   | 183.0800        |
| 210.9167      | 0.1   | 19   | 183.0330        |
| 187.0299      | 0.1   | 20   | 182.9622        |
| 180.7774      | 0.11  | 21   | 182.8888        |
| 196.0429      | 0.11  | 22   | 182.8140        |
| 163.1053      | 0.12  | 23   | 182.7373        |
| 203.8741      | 0.12  | 24   | 182.6583        |
| 162.4328      | 0.13  | 25   | 182.5770        |
| 188.5379      | 0.13  | 26   | 182.4919        |
| 175.7205      | 0.14  | 27   | 182.4031        |
| 189.0406      | 0.14  | 28   | 182.3407        |
| 201.3362      | 0.15  | 29   | 182.3464        |
| 175.4868      | 0.15  | 30   | 182.2473        |
| 185.4568      | 0.16  | 31   | 182.2132        |
| 174.3756      | 0.16  | 32   | 182.1083        |
| 186.9675      | 0.17  | 33   | 182.0481        |
| 177.6669      | 0.17  | 34   | 181.9323        |
| 173.2213      | 0.18  | 35   | 181.8638        |
| 194.1032      | 0.18  | 36   | 181.7402        |
| 175.8778      | 0.19  | 37   | 181.6608        |
| 201.2079      | 0.19  | 38   | 181.8497        |
| 186.6359      | 0.2   | 39   | 181.7069        |
| 178.682       | 0.2   | 40   | 181.6456        |
| 184.0286      | 0.21  | 41   | 181.6575        |
| 178.1758      | 0.21  | 42   | 181.5561        |
| 194.626       | 0.22  | 43   | 181.5348        |
| 168.7513      | 0.22  | 44   | 181.0845        |
| 180.0969      | 0.23  | 45   | 179.3808        |
| 176.1275      | 0.23  | 46   | 175.2790        |
| 168.9579      | 0.24  | 47   | 167.3664        |
| 159.4269      | 0.24  | 48   | 160.0581        |
| 155.0576      | 0.25  | 49   | 155.2228        |
| 176.3886      | 0.25  | 50   | 153.3399        |
| 146.317       | 0.26  | 51   | 152.2181        |
| 158.0146      | 0.26  | 52   | 151.4372        |
| 140.3434      | 0.27  | 53   | 142.4689        |
| 139.6257      | 0.27  | 54   | 133.0434        |
| 129.849       | 0.28  | 55   | 119.4006        |
| 116.8821      | 0.28  | 56   | 113.2504        |
| 123.6242      | 0.29  | 57   | 108.9225        |
| 116.2422      | 0.29  | 58   | 101.7743        |
| 109.8041      | 0.3   | 59   | 91.9554         |
| 89.1537       | 0.3   | 60   | 84.3923         |
| 78.8137       | 0.31  | 61   | 80.1699         |
| 75.3069       | 0.31  | 62   | 77.7514         |
| 105.7647      | 0.32  | 63   | 76.4748         |
| 76.245        | 0.32  | 64   | 75.2050         |
| 60.998        | 0.33  | 65   | 73.9647         |
| 74.5291       | 0.33  | 66   | 72.9279         |
| 61.269        | 0.34  | 67   | 72.1765         |
| 67.872        | 0.34  | 68   | 71.6808         |
| 57.8682       | 0.35  | 69   | 71.3087         |
| 55.2505       | 0.35  | 70   | 70.9840         |
| 83.4969       | 0.36  | 71   | 70.7938         |
| 87.6615       | 0.36  | 72   | 70.6766         |
| 60.9428       | 0.37  | 73   | 70.6128         |
| 64.9257       | 0.37  | 74   | 70.5718         |
| 68.7157       | 0.38  | 75   | 69.6942         |
| 66.5777       | 0.38  | 76   | 68.1761         |
| 83.2892       | 0.39  | 77   | 66.7118         |
| 90.0637       | 0.39  | 78   | 66.4817         |
| 78.3289       | 0.4   | 79   | 66.3357         |
| 65.4183       | 0.4   | 80   | 66.1679         |
| 64.001        | 0.41  | 81   | 66.1087         |
| 57.6158       | 0.41  | 82   | 66.0894         |
| 58.8028       | 0.42  | 83   | 66.1109         |
| 66.0906       | 0.42  | 84   | 66.2831         |
| 66.0782       | 0.43  | 85   | 66.3272         |
| 100.0227      | 0.43  | 86   | 67.3477         |
| 84.2395       | 0.44  | 87   | 68.0579         |
| 68.8265       | 0.44  | 88   | 68.9821         |
| 62.9447       | 0.45  | 89   | 69.8862         |
| 87.8017       | 0.45  | 90   | 70.2585         |
| 90.7443       | 0.46  | 91   | 70.7181         |
| 65.2439       | 0.46  | 92   | 70.7987         |
| 82.9742       | 0.47  | 93   | 70.9461         |
| 58.5707       | 0.47  | 94   | 70.7936         |
| 68.3612       | 0.48  | 95   | 70.4604         |
| 77.2999       | 0.48  | 96   | 70.1957         |
| 57.7205       | 0.49  | 97   | 70.0573         |
| 63.9363       | 0.49  | 98   | 69.9927         |
| 49.0065       | 0.5   | 99   | 70.0483         |
| 43.2325       | 0.51  | 100  | 70.0802         |
| 89.8524       | 0.51  | 101  | 69.2200         |
| 67.2189       | 0.52  | 102  | 68.0380         |
| 55.3506       | 0.52  | 103  | 67.3419         |
| 62.8052       | 0.53  | 104  | 66.6067         |
| 50.0318       | 0.53  | 105  | 66.6555         |
| 46.7814       | 0.54  | 106  | 66.9341         |
| 63.0271       | 0.54  | 107  | 67.1092         |
| 62.6311       | 0.55  | 108  | 67.1737         |
| 75.1325       | 0.55  | 109  | 67.0899         |
| 78.6206       | 0.56  | 110  | 66.9007         |
| 62.8069       | 0.56  | 111  | 66.5899         |
| 69.4169       | 0.57  | 112  | 66.3594         |
| 66.8563       | 0.57  | 113  | 66.1827         |
| 46.5647       | 0.58  | 114  | 66.2024         |
| 110.438       | 0.58  | 115  | 66.8925         |
| 85.4101       | 0.59  | 116  | 69.8308         |
| 58.3562       | 0.59  | 117  | 70.5584         |
| 75.5745       | 0.6   | 118  | 70.6953         |
| 88.4953       | 0.6   | 119  | 70.8872         |
| 67.9573       | 0.61  | 120  | 70.7720         |
| 74.2973       | 0.61  | 121  | 70.4788         |
| 74.0501       | 0.62  | 122  | 70.2314         |
| 89.6609       | 0.62  | 123  | 70.1204         |
| 86.8392       | 0.63  | 124  | 70.1192         |
| 101.0742      | 0.63  | 125  | 70.1744         |
| 68.0492       | 0.64  | 126  | 70.2309         |
| 78.6252       | 0.64  | 127  | 70.3236         |
| 63.3148       | 0.65  | 128  | 70.3564         |
| 95.5539       | 0.65  | 129  | 70.3984         |
| 67.3125       | 0.66  | 130  | 70.2184         |
| 85.0836       | 0.66  | 131  | 68.7181         |
| 73.2698       | 0.67  | 132  | 66.3167         |
| 69.7151       | 0.67  | 133  | 66.1419         |
| 68.6221       | 0.68  | 134  | 66.0582         |
| 71.3995       | 0.68  | 135  | 66.0112         |
| 73.818        | 0.69  | 136  | 65.9203         |
| 72.906        | 0.69  | 137  | 65.8251         |
| 66.0448       | 0.7   | 138  | 65.7903         |
| 90.8926       | 0.7   | 139  | 65.8881         |
| 68.0632       | 0.71  | 140  | 66.8567         |
| 52.4029       | 0.71  | 141  | 68.0954         |
| 54.8402       | 0.72  | 142  | 68.0865         |
| 65.5121       | 0.72  | 143  | 68.3884         |
| 69.1098       | 0.73  | 144  | 68.2436         |
| 86.4371       | 0.73  | 145  | 68.4195         |
| 57.2095       | 0.74  | 146  | 69.4221         |
| 88.226        | 0.74  | 147  | 69.6212         |
| 91.025        | 0.75  | 148  | 69.5357         |
| 73.0637       | 0.75  | 149  | 69.8057         |
| 51.884        | 0.76  | 150  | 69.7981         |
| 81.4559       | 0.76  | 151  | 69.8141         |
| 100.3017      | 0.77  | 152  | 69.7895         |
| 74.2025       | 0.77  | 153  | 69.9193         |
| 85.0064       | 0.78  | 154  | 69.9357         |
| 61.3191       | 0.78  | 155  | 69.9345         |
| 50.9622       | 0.79  | 156  | 69.9314         |
| 88.6995       | 0.79  | 157  | 69.9578         |
| 60.6408       | 0.8   | 158  | 69.9863         |
| 57.7866       | 0.8   | 159  | 70.0089         |
| 59.7968       | 0.81  | 160  | 70.0244         |
| 56.049        | 0.81  | 161  | 70.0361         |
| 98.1787       | 0.82  | 162  | 70.0334         |
| 55.6935       | 0.82  | 163  | 70.0378         |
| 43.5293       | 0.83  | 164  | 70.0471         |
| 95.0351       | 0.83  | 165  | 70.0631         |
| 54.346        | 0.84  | 166  | 69.9772         |
| 84.4093       | 0.84  | 167  | 69.9042         |
| 74.2686       | 0.85  | 168  | 69.0280         |
| 56.6978       | 0.85  | 169  | 67.4140         |
| 72.7878       | 0.86  | 170  | 66.4872         |
| 47.0097       | 0.86  | 171  | 65.8743         |
| 89.8127       | 0.87  | 172  | 65.8109         |
| 91.6074       | 0.87  | 173  | 65.7214         |
| 59.9911       | 0.88  | 174  | 65.7339         |
| 57.6363       | 0.88  | 175  | 65.7333         |
| 117.8928      | 0.89  | 176  | 65.6756         |
| 51.134        | 0.89  | 177  | 65.9044         |
| 102.6801      | 0.9   | 178  | 67.1180         |
| 64.0278       | 0.9   | 179  | 69.1184         |
| 91.8781       | 0.91  | 180  | 69.6652         |
| 77.8921       | 0.91  | 181  | 69.6581         |
| 93.8884       | 0.92  | 182  | 69.8708         |
| 89.2103       | 0.92  | 183  | 70.3045         |
| 85.5492       | 0.93  | 184  | 70.6492         |
| 75.331        | 0.93  | 185  | 70.7613         |
| 66.9926       | 0.94  | 186  | 70.6532         |
| 61.1242       | 0.94  | 187  | 70.4058         |
| 107.5304      | 0.95  | 188  | 69.5800         |
| 68.0423       | 0.95  | 189  | 68.5901         |
| 57.7373       | 0.96  | 190  | 66.8895         |
| 77.4898       | 0.96  | 191  | 65.9045         |
| 72.9983       | 0.97  | 192  | 65.7428         |
| 58.031        | 0.97  | 193  | 65.6734         |
| 49.7818       | 0.98  | 194  | 65.8549         |
| 54.6555       | 0.98  | 195  | 66.0324         |
| 66.1106       | 0.99  | 196  | 66.4422         |
| 70.1428       | 0.99  | 197  | 66.8764         |
| 54.8958       | 1.0   | 198  | 66.3898         |
| 71.4902       | 1.01  | 199  | 66.3593         |
| 69.4133       | 1.01  | 200  | 67.7503         |
| 70.16         | 1.02  | 201  | 69.0868         |
| 100.1011      | 1.02  | 202  | 69.6853         |
| 63.5595       | 1.03  | 203  | 69.9627         |
| 84.3042       | 1.03  | 204  | 70.1875         |
| 64.4133       | 1.04  | 205  | 70.2769         |
| 78.7986       | 1.04  | 206  | 70.3883         |
| 66.5728       | 1.05  | 207  | 70.4214         |
| 45.7226       | 1.05  | 208  | 70.3298         |
| 89.2317       | 1.06  | 209  | 70.2537         |
| 65.5928       | 1.06  | 210  | 70.1060         |
| 54.0991       | 1.07  | 211  | 69.9889         |
| 64.5357       | 1.07  | 212  | 69.9293         |
| 50.9962       | 1.08  | 213  | 70.0162         |
| 79.4441       | 1.08  | 214  | 70.1771         |
| 73.6975       | 1.09  | 215  | 70.3320         |
| 106.2927      | 1.09  | 216  | 70.2556         |
| 68.2153       | 1.1   | 217  | 70.2938         |
| 61.9566       | 1.1   | 218  | 70.3469         |
| 64.2878       | 1.11  | 219  | 70.5264         |
| 75.4817       | 1.11  | 220  | 70.5048         |
| 75.4179       | 1.12  | 221  | 70.4350         |
| 59.8979       | 1.12  | 222  | 70.3525         |
| 60.2179       | 1.13  | 223  | 70.1423         |
| 59.2269       | 1.13  | 224  | 70.0751         |
| 63.9751       | 1.14  | 225  | 69.7656         |
| 77.8206       | 1.14  | 226  | 68.5032         |
| 73.2629       | 1.15  | 227  | 66.3893         |
| 71.2606       | 1.15  | 228  | 66.0303         |
| 53.4117       | 1.16  | 229  | 65.6928         |
| 55.744        | 1.16  | 230  | 65.6340         |
| 42.2245       | 1.17  | 231  | 65.6855         |
| 78.3908       | 1.17  | 232  | 65.7321         |
| 81.2273       | 1.18  | 233  | 65.7645         |
| 39.9372       | 1.18  | 234  | 65.8018         |
| 88.4978       | 1.19  | 235  | 65.7986         |
| 66.8816       | 1.19  | 236  | 65.7575         |
| 67.7868       | 1.2   | 237  | 65.7227         |
| 71.1161       | 1.2   | 238  | 65.8422         |
| 54.8634       | 1.21  | 239  | 66.5141         |
| 95.8232       | 1.21  | 240  | 68.2200         |
| 81.9332       | 1.22  | 241  | 69.8144         |
| 95.2386       | 1.22  | 242  | 70.1069         |
| 71.4405       | 1.23  | 243  | 70.0466         |
| 93.2113       | 1.23  | 244  | 70.0328         |
| 76.8709       | 1.24  | 245  | 70.0435         |
| 67.2497       | 1.24  | 246  | 70.0725         |
| 110.8986      | 1.25  | 247  | 70.1258         |
| 64.4126       | 1.25  | 248  | 70.1732         |
| 94.3119       | 1.26  | 249  | 70.2530         |
| 73.4136       | 1.26  | 250  | 70.3060         |
| 65.6097       | 1.27  | 251  | 70.3232         |
| 66.7466       | 1.27  | 252  | 70.3380         |
| 62.6395       | 1.28  | 253  | 70.3148         |
| 56.2164       | 1.28  | 254  | 70.2631         |
| 57.8046       | 1.29  | 255  | 70.2046         |
| 81.1733       | 1.29  | 256  | 70.1698         |
| 78.6579       | 1.3   | 257  | 70.1387         |
| 59.9005       | 1.3   | 258  | 70.0982         |
| 82.029        | 1.31  | 259  | 70.0690         |
| 47.7837       | 1.31  | 260  | 70.0514         |
| 79.0188       | 1.32  | 261  | 70.0369         |
| 57.6838       | 1.32  | 262  | 70.0326         |
| 75.6059       | 1.33  | 263  | 70.0312         |
| 70.0379       | 1.33  | 264  | 70.0250         |
| 69.7903       | 1.34  | 265  | 70.0253         |
| 64.7196       | 1.34  | 266  | 70.0478         |
| 83.4217       | 1.35  | 267  | 70.0439         |
| 55.0639       | 1.35  | 268  | 70.0378         |
| 74.4787       | 1.36  | 269  | 70.0439         |
| 60.3246       | 1.36  | 270  | 70.0398         |
| 66.1347       | 1.37  | 271  | 70.0358         |
| 69.2366       | 1.37  | 272  | 69.8633         |
| 72.6823       | 1.38  | 273  | 69.8552         |
| 64.1709       | 1.38  | 274  | 69.8380         |
| 69.0144       | 1.39  | 275  | 69.5301         |
| 85.2774       | 1.39  | 276  | 69.4633         |
| 63.6876       | 1.4   | 277  | 69.4090         |
| 70.8903       | 1.4   | 278  | 69.5458         |
| 67.6797       | 1.41  | 279  | 69.7264         |
| 60.8599       | 1.41  | 280  | 69.8627         |
| 67.6715       | 1.42  | 281  | 69.8860         |
| 62.9363       | 1.42  | 282  | 69.8436         |
| 58.5745       | 1.43  | 283  | 69.6753         |
| 77.8977       | 1.43  | 284  | 69.6796         |
| 44.2659       | 1.44  | 285  | 69.7895         |
| 63.4521       | 1.44  | 286  | 69.9303         |
| 62.4645       | 1.45  | 287  | 70.0591         |
| 72.2612       | 1.45  | 288  | 70.0402         |
| 50.6629       | 1.46  | 289  | 70.0458         |
| 91.0589       | 1.46  | 290  | 70.0324         |
| 59.679        | 1.47  | 291  | 70.0248         |
| 73.9065       | 1.47  | 292  | 70.0144         |
| 123.5993      | 1.48  | 293  | 69.9891         |
| 70.5127       | 1.48  | 294  | 69.9667         |
| 67.0872       | 1.49  | 295  | 69.9403         |
| 63.8792       | 1.49  | 296  | 69.9219         |
| 54.7677       | 1.5   | 297  | 69.9221         |
| 58.3666       | 1.51  | 298  | 69.9242         |
| 70.9267       | 1.51  | 299  | 69.9208         |
| 72.5917       | 1.52  | 300  | 69.9213         |
| 53.3141       | 1.52  | 301  | 69.9384         |
| 64.6528       | 1.53  | 302  | 69.9466         |
| 74.1433       | 1.53  | 303  | 69.9582         |
| 63.8572       | 1.54  | 304  | 69.9595         |
| 47.0556       | 1.54  | 305  | 69.9567         |
| 88.1009       | 1.55  | 306  | 69.9673         |
| 83.0738       | 1.55  | 307  | 69.8706         |
| 60.6689       | 1.56  | 308  | 69.6447         |
| 87.8053       | 1.56  | 309  | 69.6075         |
| 64.6389       | 1.57  | 310  | 69.5581         |
| 78.7989       | 1.57  | 311  | 69.6815         |
| 71.0623       | 1.58  | 312  | 69.9612         |
| 77.5242       | 1.58  | 313  | 70.0480         |
| 82.4716       | 1.59  | 314  | 70.0146         |
| 68.4413       | 1.59  | 315  | 70.0012         |
| 68.2505       | 1.6   | 316  | 69.9933         |
| 65.9577       | 1.6   | 317  | 70.0041         |
| 96.0586       | 1.61  | 318  | 70.0046         |
| 68.9553       | 1.61  | 319  | 70.0041         |
| 88.9572       | 1.62  | 320  | 69.9203         |
| 106.0809      | 1.62  | 321  | 69.9536         |
| 65.8414       | 1.63  | 322  | 69.8746         |
| 64.7161       | 1.63  | 323  | 68.7904         |
| 81.0262       | 1.64  | 324  | 67.3241         |
| 57.229        | 1.64  | 325  | 66.6537         |
| 72.3214       | 1.65  | 326  | 66.2849         |
| 59.0035       | 1.65  | 327  | 65.9368         |
| 85.966        | 1.66  | 328  | 65.7844         |
| 52.5148       | 1.66  | 329  | 65.7829         |
| 69.2193       | 1.67  | 330  | 65.7580         |
| 70.1899       | 1.67  | 331  | 65.9702         |
| 71.2168       | 1.68  | 332  | 66.4489         |
| 73.2118       | 1.68  | 333  | 66.9224         |
| 55.8274       | 1.69  | 334  | 67.8768         |
| 52.9109       | 1.69  | 335  | 69.3237         |
| 80.3853       | 1.7   | 336  | 69.7931         |
| 55.0933       | 1.7   | 337  | 69.9313         |
| 48.5741       | 1.71  | 338  | 69.9782         |
| 53.4679       | 1.71  | 339  | 69.9712         |
| 41.1551       | 1.72  | 340  | 69.9933         |
| 81.8869       | 1.72  | 341  | 70.0076         |
| 81.6686       | 1.73  | 342  | 70.0034         |
| 70.4478       | 1.73  | 343  | 69.9702         |
| 74.1329       | 1.74  | 344  | 69.9163         |
| 66.1973       | 1.74  | 345  | 69.8678         |
| 79.1754       | 1.75  | 346  | 69.8393         |
| 69.8551       | 1.75  | 347  | 69.8256         |
| 88.1223       | 1.76  | 348  | 69.8255         |
| 72.1741       | 1.76  | 349  | 69.8357         |
| 72.5994       | 1.77  | 350  | 69.8419         |
| 72.3515       | 1.77  | 351  | 69.8276         |
| 60.6466       | 1.78  | 352  | 69.7927         |
| 91.2167       | 1.78  | 353  | 69.7900         |
| 81.3473       | 1.79  | 354  | 69.7933         |
| 78.138        | 1.79  | 355  | 69.7970         |
| 63.0632       | 1.8   | 356  | 69.7820         |
| 50.1147       | 1.8   | 357  | 69.7625         |
| 61.0346       | 1.81  | 358  | 69.7686         |
| 100.8664      | 1.81  | 359  | 69.7829         |
| 81.477        | 1.82  | 360  | 69.7948         |
| 90.8037       | 1.82  | 361  | 69.8037         |
| 105.953       | 1.83  | 362  | 69.7893         |
| 54.7498       | 1.83  | 363  | 69.8032         |
| 50.3985       | 1.84  | 364  | 69.7075         |
| 59.0583       | 1.84  | 365  | 69.3960         |
| 53.2929       | 1.85  | 366  | 68.8787         |
| 60.5839       | 1.85  | 367  | 68.5828         |
| 98.7662       | 1.86  | 368  | 68.2973         |
| 104.7489      | 1.86  | 369  | 68.5602         |
| 55.4633       | 1.87  | 370  | 68.3895         |
| 72.4511       | 1.87  | 371  | 68.7372         |
| 84.5396       | 1.88  | 372  | 68.9373         |
| 68.7007       | 1.88  | 373  | 69.4446         |
| 51.3568       | 1.89  | 374  | 69.5386         |
| 66.8667       | 1.89  | 375  | 69.4996         |
| 77.7884       | 1.9   | 376  | 69.4858         |
| 83.3833       | 1.9   | 377  | 69.5017         |
| 66.7585       | 1.91  | 378  | 69.4239         |
| 58.2392       | 1.91  | 379  | 69.4053         |
| 80.1018       | 1.92  | 380  | 69.1687         |
| 95.3126       | 1.92  | 381  | 69.1024         |
| 80.0939       | 1.93  | 382  | 69.2777         |
| 77.3886       | 1.93  | 383  | 69.2759         |
| 90.4811       | 1.94  | 384  | 69.0890         |
| 74.5429       | 1.94  | 385  | 69.0435         |
| 91.3832       | 1.95  | 386  | 69.2376         |
| 60.4928       | 1.95  | 387  | 69.5146         |
| 52.2607       | 1.96  | 388  | 69.4757         |
| 86.0816       | 1.96  | 389  | 69.1333         |
| 85.8118       | 1.97  | 390  | 68.9882         |
| 73.5676       | 1.97  | 391  | 69.0687         |
| 84.7534       | 1.98  | 392  | 69.0657         |
| 67.3886       | 1.98  | 393  | 68.7727         |
| 74.2494       | 1.99  | 394  | 68.7543         |
| 93.0231       | 1.99  | 395  | 68.9012         |
| 51.8416       | 2.0   | 396  | 68.8900         |
| 44.2438       | 2.01  | 397  | 69.1620         |
| 63.1008       | 2.01  | 398  | 69.1290         |
| 80.6442       | 2.02  | 399  | 69.3669         |
| 83.9678       | 2.02  | 400  | 69.3803         |
| 73.0126       | 2.03  | 401  | 69.4957         |
| 69.7219       | 2.03  | 402  | 69.7044         |
| 79.6816       | 2.04  | 403  | 69.7791         |
| 49.1486       | 2.04  | 404  | 69.8122         |
| 66.6609       | 2.05  | 405  | 69.8332         |
| 103.7618      | 2.05  | 406  | 69.8204         |
| 86.9407       | 2.06  | 407  | 69.8046         |
| 68.2668       | 2.06  | 408  | 69.8051         |
| 54.357        | 2.07  | 409  | 69.8164         |
| 71.5832       | 2.07  | 410  | 69.7665         |
| 76.0017       | 2.08  | 411  | 69.7429         |
| 66.4931       | 2.08  | 412  | 69.7234         |
| 58.9242       | 2.09  | 413  | 69.7096         |
| 74.0596       | 2.09  | 414  | 69.7731         |
| 60.0213       | 2.1   | 415  | 69.8353         |
| 57.2721       | 2.1   | 416  | 69.8287         |
| 40.2576       | 2.11  | 417  | 69.8437         |
| 38.257        | 2.11  | 418  | 69.8760         |
| 76.7774       | 2.12  | 419  | 69.9234         |
| 69.9249       | 2.12  | 420  | 69.9418         |
| 70.4621       | 2.13  | 421  | 70.0160         |
| 69.4658       | 2.13  | 422  | 70.0188         |
| 86.6781       | 2.14  | 423  | 70.0121         |
| 62.4245       | 2.14  | 424  | 70.0074         |
| 83.0021       | 2.15  | 425  | 69.9961         |
| 61.0473       | 2.15  | 426  | 69.9875         |
| 47.639        | 2.16  | 427  | 69.9942         |
| 68.8773       | 2.16  | 428  | 69.9962         |
| 77.7002       | 2.17  | 429  | 69.9884         |
| 57.3948       | 2.17  | 430  | 69.9883         |
| 84.7108       | 2.18  | 431  | 69.9782         |
| 60.2074       | 2.18  | 432  | 69.9728         |
| 92.3621       | 2.19  | 433  | 69.9595         |
| 68.9506       | 2.19  | 434  | 69.9476         |
| 76.515        | 2.2   | 435  | 69.9371         |
| 63.429        | 2.2   | 436  | 69.9114         |
| 81.6683       | 2.21  | 437  | 69.7975         |
| 97.5269       | 2.21  | 438  | 69.3424         |
| 75.628        | 2.22  | 439  | 68.9660         |
| 58.2999       | 2.22  | 440  | 68.2948         |
| 78.5949       | 2.23  | 441  | 68.1703         |
| 56.1133       | 2.23  | 442  | 68.0495         |
| 57.7705       | 2.24  | 443  | 68.3722         |
| 67.4126       | 2.24  | 444  | 68.3738         |
| 89.9439       | 2.25  | 445  | 68.7942         |
| 66.9609       | 2.25  | 446  | 69.1831         |
| 74.985        | 2.26  | 447  | 69.7151         |
| 69.521        | 2.26  | 448  | 69.9925         |
| 72.9204       | 2.27  | 449  | 69.9997         |
| 72.6455       | 2.27  | 450  | 70.0067         |
| 70.7801       | 2.28  | 451  | 70.0034         |
| 51.1711       | 2.28  | 452  | 70.0021         |
| 63.5963       | 2.29  | 453  | 70.0024         |
| 56.0217       | 2.29  | 454  | 69.9974         |
| 76.3711       | 2.3   | 455  | 69.9899         |
| 55.3098       | 2.3   | 456  | 69.9871         |
| 72.6838       | 2.31  | 457  | 69.9888         |
| 72.5852       | 2.31  | 458  | 70.0023         |
| 47.2582       | 2.32  | 459  | 70.0252         |
| 78.5333       | 2.32  | 460  | 70.0426         |
| 87.2517       | 2.33  | 461  | 70.0434         |
| 52.3543       | 2.33  | 462  | 70.0441         |
| 57.6965       | 2.34  | 463  | 70.0509         |
| 89.9174       | 2.34  | 464  | 70.0462         |
| 79.0665       | 2.35  | 465  | 70.0434         |
| 111.0993      | 2.35  | 466  | 70.0279         |
| 68.6858       | 2.36  | 467  | 70.0230         |
| 81.8887       | 2.36  | 468  | 70.0249         |
| 59.8405       | 2.37  | 469  | 70.0254         |
| 71.9947       | 2.37  | 470  | 70.0282         |
| 92.3649       | 2.38  | 471  | 70.0269         |
| 68.4785       | 2.38  | 472  | 70.0230         |
| 54.6693       | 2.39  | 473  | 70.0189         |
| 66.7734       | 2.39  | 474  | 70.0088         |
| 71.2941       | 2.4   | 475  | 69.9902         |
| 92.8277       | 2.4   | 476  | 69.9788         |
| 83.0247       | 2.41  | 477  | 69.9699         |
| 68.5256       | 2.41  | 478  | 69.9551         |
| 90.4887       | 2.42  | 479  | 69.9464         |
| 99.672        | 2.42  | 480  | 69.9467         |
| 49.9546       | 2.43  | 481  | 69.9531         |
| 58.4002       | 2.43  | 482  | 69.9621         |
| 59.8655       | 2.44  | 483  | 69.9698         |
| 89.263        | 2.44  | 484  | 69.9856         |
| 67.2654       | 2.45  | 485  | 70.0058         |
| 82.5067       | 2.45  | 486  | 70.0191         |
| 45.0217       | 2.46  | 487  | 70.0238         |
| 92.3294       | 2.46  | 488  | 70.0518         |
| 89.3067       | 2.47  | 489  | 70.0905         |
| 74.3136       | 2.47  | 490  | 70.1372         |
| 99.6311       | 2.48  | 491  | 70.1371         |
| 90.7257       | 2.48  | 492  | 70.1892         |
| 71.5591       | 2.49  | 493  | 69.9858         |
| 61.1914       | 2.49  | 494  | 69.3505         |
| 97.2583       | 2.5   | 495  | 68.4046         |
| 49.0696       | 2.51  | 496  | 67.7040         |
| 66.5155       | 2.51  | 497  | 67.0045         |
| 61.5743       | 2.52  | 498  | 66.7102         |
| 74.3016       | 2.52  | 499  | 66.0849         |
| 68.5478       | 2.53  | 500  | 65.7683         |
| 71.0586       | 2.53  | 501  | 65.5941         |
| 38.2778       | 2.54  | 502  | 65.5689         |
| 77.0577       | 2.54  | 503  | 65.5294         |
| 84.1914       | 2.55  | 504  | 65.5373         |
| 68.4499       | 2.55  | 505  | 65.5071         |
| 44.3419       | 2.56  | 506  | 65.5109         |
| 69.4831       | 2.56  | 507  | 65.5144         |
| 59.0828       | 2.57  | 508  | 65.5039         |
| 81.0012       | 2.57  | 509  | 65.4947         |
| 60.5631       | 2.58  | 510  | 65.5123         |
| 61.7838       | 2.58  | 511  | 65.5143         |
| 91.4735       | 2.59  | 512  | 65.5342         |
| 38.1227       | 2.59  | 513  | 65.5021         |
| 65.9057       | 2.6   | 514  | 65.5778         |
| 48.5887       | 2.6   | 515  | 65.7068         |
| 73.9357       | 2.61  | 516  | 66.4375         |
| 69.6536       | 2.61  | 517  | 67.2349         |
| 67.7181       | 2.62  | 518  | 68.0567         |
| 62.8407       | 2.62  | 519  | 69.1827         |
| 76.0315       | 2.63  | 520  | 69.6490         |
| 56.0485       | 2.63  | 521  | 69.7625         |
| 59.4365       | 2.64  | 522  | 69.8224         |
| 77.5529       | 2.64  | 523  | 69.9301         |
| 41.2976       | 2.65  | 524  | 69.9188         |
| 53.5063       | 2.65  | 525  | 69.9267         |
| 93.5805       | 2.66  | 526  | 69.9267         |
| 76.5348       | 2.66  | 527  | 69.9217         |
| 66.1076       | 2.67  | 528  | 69.9229         |
| 60.7914       | 2.67  | 529  | 69.9283         |
| 75.8374       | 2.68  | 530  | 69.9321         |
| 83.1503       | 2.68  | 531  | 69.9252         |
| 78.5412       | 2.69  | 532  | 69.9106         |
| 45.6629       | 2.69  | 533  | 69.9103         |
| 46.0874       | 2.7   | 534  | 69.9183         |
| 65.5724       | 2.7   | 535  | 69.9262         |
| 95.0366       | 2.71  | 536  | 69.9222         |
| 96.728        | 2.71  | 537  | 69.9075         |
| 77.2255       | 2.72  | 538  | 69.8978         |
| 57.5869       | 2.72  | 539  | 69.8885         |
| 79.0382       | 2.73  | 540  | 69.8775         |
| 75.7515       | 2.73  | 541  | 69.8650         |
| 95.0762       | 2.74  | 542  | 69.8498         |
| 96.9448       | 2.74  | 543  | 69.8329         |
| 74.3378       | 2.75  | 544  | 69.8265         |
| 63.9736       | 2.75  | 545  | 69.7262         |
| 75.3072       | 2.76  | 546  | 69.8282         |
| 93.8888       | 2.76  | 547  | 69.8322         |
| 62.2082       | 2.77  | 548  | 69.8403         |
| 85.6363       | 2.77  | 549  | 69.8533         |
| 78.4576       | 2.78  | 550  | 69.7735         |
| 51.6513       | 2.78  | 551  | 69.7830         |
| 68.2614       | 2.79  | 552  | 69.7955         |
| 53.0626       | 2.79  | 553  | 69.7711         |
| 53.2673       | 2.8   | 554  | 69.5989         |
| 84.888        | 2.8   | 555  | 69.3700         |
| 79.611        | 2.81  | 556  | 68.5095         |
| 81.3019       | 2.81  | 557  | 67.9398         |
| 55.3011       | 2.82  | 558  | 67.5019         |
| 62.1799       | 2.82  | 559  | 67.0768         |
| 75.6593       | 2.83  | 560  | 66.6518         |
| 81.9821       | 2.83  | 561  | 66.4008         |
| 81.5196       | 2.84  | 562  | 66.4441         |
| 59.6935       | 2.84  | 563  | 66.2522         |
| 82.126        | 2.85  | 564  | 66.1453         |
| 86.9085       | 2.85  | 565  | 66.1392         |
| 64.4686       | 2.86  | 566  | 66.2004         |
| 65.3038       | 2.86  | 567  | 66.2557         |
| 83.2445       | 2.87  | 568  | 66.4854         |
| 70.391        | 2.87  | 569  | 66.7043         |
| 84.6738       | 2.88  | 570  | 66.9397         |
| 55.3226       | 2.88  | 571  | 67.1145         |
| 72.2225       | 2.89  | 572  | 67.6299         |
| 97.6509       | 2.89  | 573  | 68.2360         |
| 62.5069       | 2.9   | 574  | 68.7414         |
| 82.2017       | 2.9   | 575  | 68.9435         |
| 81.5249       | 2.91  | 576  | 68.9494         |
| 78.0311       | 2.91  | 577  | 68.9224         |
| 58.9813       | 2.92  | 578  | 68.9200         |
| 82.6854       | 2.92  | 579  | 68.9236         |
| 75.1423       | 2.93  | 580  | 69.0396         |
| 113.2843      | 2.93  | 581  | 69.4639         |
| 70.2629       | 2.94  | 582  | 69.4643         |
| 86.0795       | 2.94  | 583  | 69.5922         |
| 51.5267       | 2.95  | 584  | 69.6219         |
| 68.2295       | 2.95  | 585  | 69.6570         |
| 47.3804       | 2.96  | 586  | 69.6144         |
| 67.4248       | 2.96  | 587  | 69.5870         |
| 91.3921       | 2.97  | 588  | 69.6127         |
| 49.0333       | 2.97  | 589  | 69.6175         |
| 86.863        | 2.98  | 590  | 69.6968         |
| 55.8274       | 2.98  | 591  | 69.7006         |
| 76.1711       | 2.99  | 592  | 69.6187         |
| 54.3628       | 2.99  | 593  | 69.6025         |
| 56.24         | 3.0   | 594  | 69.6029         |


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