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# SChem5Labels-roberta-base-intra-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: 64.8839

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 138.5962      | 0.01  | 1    | 137.9058        |
| 121.2833      | 0.01  | 2    | 137.9016        |
| 132.957       | 0.02  | 3    | 137.8928        |
| 135.2596      | 0.02  | 4    | 137.8803        |
| 130.3886      | 0.03  | 5    | 137.8636        |
| 138.4557      | 0.03  | 6    | 137.8423        |
| 145.8617      | 0.04  | 7    | 137.8173        |
| 144.4536      | 0.04  | 8    | 137.7889        |
| 121.5097      | 0.05  | 9    | 137.7563        |
| 138.7848      | 0.05  | 10   | 137.7196        |
| 118.0329      | 0.06  | 11   | 137.6789        |
| 133.2337      | 0.06  | 12   | 137.6335        |
| 144.2783      | 0.07  | 13   | 137.5836        |
| 162.3503      | 0.07  | 14   | 137.5307        |
| 133.2597      | 0.08  | 15   | 137.4731        |
| 138.7462      | 0.08  | 16   | 137.4119        |
| 127.8504      | 0.09  | 17   | 137.3464        |
| 121.3497      | 0.09  | 18   | 137.2758        |
| 139.023       | 0.1   | 19   | 137.1996        |
| 142.9135      | 0.1   | 20   | 137.1182        |
| 135.3628      | 0.11  | 21   | 137.0310        |
| 142.8061      | 0.11  | 22   | 136.9383        |
| 131.1781      | 0.12  | 23   | 136.8395        |
| 132.1425      | 0.12  | 24   | 136.7333        |
| 123.5783      | 0.13  | 25   | 136.6205        |
| 149.9569      | 0.13  | 26   | 136.5001        |
| 112.4196      | 0.14  | 27   | 136.3721        |
| 150.4619      | 0.14  | 28   | 136.2363        |
| 139.7922      | 0.15  | 29   | 136.0916        |
| 118.3907      | 0.15  | 30   | 135.9373        |
| 135.1844      | 0.16  | 31   | 135.7749        |
| 148.5257      | 0.16  | 32   | 135.6048        |
| 133.007       | 0.17  | 33   | 135.4207        |
| 148.2137      | 0.17  | 34   | 135.2257        |
| 127.4639      | 0.18  | 35   | 135.0150        |
| 137.6283      | 0.18  | 36   | 134.7923        |
| 132.5876      | 0.19  | 37   | 134.5577        |
| 135.7877      | 0.19  | 38   | 134.3028        |
| 131.4465      | 0.2   | 39   | 134.0233        |
| 120.5291      | 0.2   | 40   | 133.7180        |
| 116.6364      | 0.21  | 41   | 133.3815        |
| 132.9822      | 0.21  | 42   | 132.8322        |
| 125.6772      | 0.22  | 43   | 127.3369        |
| 97.3947       | 0.22  | 44   | 117.0551        |
| 95.5302       | 0.23  | 45   | 103.3310        |
| 121.6884      | 0.23  | 46   | 98.3948         |
| 102.3837      | 0.24  | 47   | 96.0872         |
| 100.7453      | 0.24  | 48   | 95.0808         |
| 97.5299       | 0.25  | 49   | 94.3415         |
| 101.8858      | 0.25  | 50   | 93.3747         |
| 103.0748      | 0.26  | 51   | 92.5291         |
| 96.0772       | 0.26  | 52   | 91.6240         |
| 86.4075       | 0.27  | 53   | 90.6745         |
| 101.6424      | 0.27  | 54   | 89.1048         |
| 78.8251       | 0.28  | 55   | 87.0932         |
| 77.5888       | 0.28  | 56   | 83.6641         |
| 113.6771      | 0.29  | 57   | 80.3234         |
| 104.5086      | 0.29  | 58   | 78.4562         |
| 95.1803       | 0.3   | 59   | 77.0996         |
| 78.1704       | 0.3   | 60   | 76.5147         |
| 74.5218       | 0.31  | 61   | 76.0279         |
| 71.6476       | 0.31  | 62   | 75.5451         |
| 73.7463       | 0.32  | 63   | 75.1134         |
| 84.8068       | 0.32  | 64   | 74.6278         |
| 99.9087       | 0.33  | 65   | 73.8874         |
| 93.3274       | 0.33  | 66   | 73.1115         |
| 75.0837       | 0.34  | 67   | 71.0856         |
| 72.9382       | 0.34  | 68   | 67.5031         |
| 75.5274       | 0.35  | 69   | 64.0297         |
| 55.1944       | 0.35  | 70   | 62.4691         |
| 53.5912       | 0.36  | 71   | 60.6627         |
| 75.7671       | 0.36  | 72   | 59.7338         |
| 67.1551       | 0.37  | 73   | 58.9567         |
| 73.5194       | 0.37  | 74   | 58.9556         |
| 70.4478       | 0.38  | 75   | 59.2491         |
| 81.1481       | 0.38  | 76   | 59.8795         |
| 68.3328       | 0.39  | 77   | 60.5501         |
| 69.5494       | 0.39  | 78   | 61.9983         |
| 76.2007       | 0.4   | 79   | 63.4046         |
| 74.9027       | 0.4   | 80   | 63.7277         |
| 58.6375       | 0.41  | 81   | 63.5917         |
| 95.6487       | 0.41  | 82   | 63.4690         |
| 76.1568       | 0.42  | 83   | 63.2825         |
| 60.9483       | 0.42  | 84   | 63.1068         |
| 69.4323       | 0.43  | 85   | 62.6182         |
| 57.9371       | 0.43  | 86   | 61.0989         |
| 78.4127       | 0.44  | 87   | 61.0442         |
| 48.2799       | 0.44  | 88   | 62.6458         |
| 70.3722       | 0.45  | 89   | 63.0691         |
| 74.504        | 0.45  | 90   | 63.7736         |
| 100.67        | 0.46  | 91   | 65.1372         |
| 63.665        | 0.46  | 92   | 66.4702         |
| 66.8437       | 0.47  | 93   | 67.1765         |
| 80.7118       | 0.47  | 94   | 66.8774         |
| 65.7754       | 0.48  | 95   | 66.2315         |
| 68.3689       | 0.48  | 96   | 66.6037         |
| 60.4066       | 0.49  | 97   | 68.2096         |
| 83.3091       | 0.49  | 98   | 69.2894         |
| 74.4575       | 0.5   | 99   | 69.8057         |
| 82.1329       | 0.51  | 100  | 69.0683         |
| 84.2053       | 0.51  | 101  | 66.9017         |
| 59.1366       | 0.52  | 102  | 65.2395         |
| 65.5856       | 0.52  | 103  | 65.2452         |
| 61.3881       | 0.53  | 104  | 62.5477         |
| 74.0311       | 0.53  | 105  | 59.4387         |
| 78.0393       | 0.54  | 106  | 58.1511         |
| 84.4485       | 0.54  | 107  | 58.0658         |
| 71.6847       | 0.55  | 108  | 57.8668         |
| 55.0336       | 0.55  | 109  | 57.6063         |
| 61.7395       | 0.56  | 110  | 57.3523         |
| 80.706        | 0.56  | 111  | 57.4058         |
| 65.982        | 0.57  | 112  | 57.4605         |
| 52.7191       | 0.57  | 113  | 57.4851         |
| 63.5795       | 0.58  | 114  | 57.5098         |
| 54.7402       | 0.58  | 115  | 57.7364         |
| 68.4576       | 0.59  | 116  | 57.5714         |
| 63.0877       | 0.59  | 117  | 57.7906         |
| 49.3654       | 0.6   | 118  | 57.9227         |
| 60.7742       | 0.6   | 119  | 58.9143         |
| 78.8304       | 0.61  | 120  | 60.7017         |
| 76.1555       | 0.61  | 121  | 64.2000         |
| 64.6661       | 0.62  | 122  | 67.2742         |
| 71.2854       | 0.62  | 123  | 68.7944         |
| 87.5443       | 0.63  | 124  | 69.9460         |
| 63.4476       | 0.63  | 125  | 71.2275         |
| 57.6516       | 0.64  | 126  | 70.9190         |
| 74.2376       | 0.64  | 127  | 71.2924         |
| 66.5979       | 0.65  | 128  | 71.1761         |
| 61.5632       | 0.65  | 129  | 71.4691         |
| 69.3402       | 0.66  | 130  | 71.4611         |
| 66.4029       | 0.66  | 131  | 71.7794         |
| 77.0402       | 0.67  | 132  | 71.1800         |
| 68.4564       | 0.67  | 133  | 70.4851         |
| 78.6859       | 0.68  | 134  | 69.9285         |
| 78.5242       | 0.68  | 135  | 70.4155         |
| 63.1759       | 0.69  | 136  | 70.5783         |
| 109.3095      | 0.69  | 137  | 70.6045         |
| 86.1267       | 0.7   | 138  | 70.5729         |
| 83.8868       | 0.7   | 139  | 71.1487         |
| 93.9374       | 0.71  | 140  | 71.3014         |
| 82.4149       | 0.71  | 141  | 71.2873         |
| 57.8695       | 0.72  | 142  | 71.4432         |
| 74.5444       | 0.72  | 143  | 71.0880         |
| 83.8157       | 0.73  | 144  | 70.7754         |
| 85.9465       | 0.73  | 145  | 69.3971         |
| 53.0648       | 0.74  | 146  | 69.0575         |
| 58.6825       | 0.74  | 147  | 69.0969         |
| 54.8635       | 0.75  | 148  | 70.0652         |
| 73.1656       | 0.75  | 149  | 71.0239         |
| 88.526        | 0.76  | 150  | 71.0531         |
| 61.0362       | 0.76  | 151  | 71.0666         |
| 72.6265       | 0.77  | 152  | 71.0842         |
| 49.0062       | 0.77  | 153  | 71.1345         |
| 57.0371       | 0.78  | 154  | 71.2090         |
| 57.7104       | 0.78  | 155  | 71.3051         |
| 87.2208       | 0.79  | 156  | 71.3546         |
| 58.5112       | 0.79  | 157  | 71.4618         |
| 87.9854       | 0.8   | 158  | 71.5376         |
| 83.2892       | 0.8   | 159  | 71.5543         |
| 63.2565       | 0.81  | 160  | 71.4519         |
| 76.7514       | 0.81  | 161  | 71.2242         |
| 73.2367       | 0.82  | 162  | 70.9683         |
| 60.3213       | 0.82  | 163  | 70.9236         |
| 73.7173       | 0.83  | 164  | 70.9995         |
| 98.4124       | 0.83  | 165  | 70.9144         |
| 62.9674       | 0.84  | 166  | 70.8715         |
| 57.5455       | 0.84  | 167  | 70.8550         |
| 83.1825       | 0.85  | 168  | 70.7598         |
| 66.689        | 0.85  | 169  | 70.5322         |
| 60.5303       | 0.86  | 170  | 70.8115         |
| 58.6013       | 0.86  | 171  | 70.9791         |
| 72.7978       | 0.87  | 172  | 71.2853         |
| 70.5219       | 0.87  | 173  | 71.5162         |
| 90.3311       | 0.88  | 174  | 71.5104         |
| 67.6228       | 0.88  | 175  | 71.3529         |
| 60.7868       | 0.89  | 176  | 71.2249         |
| 80.4043       | 0.89  | 177  | 71.0969         |
| 76.1627       | 0.9   | 178  | 71.2607         |
| 87.3966       | 0.9   | 179  | 71.1007         |
| 68.908        | 0.91  | 180  | 71.8094         |
| 66.8339       | 0.91  | 181  | 71.6784         |
| 68.1609       | 0.92  | 182  | 71.6734         |
| 49.1306       | 0.92  | 183  | 71.2250         |
| 59.7712       | 0.93  | 184  | 71.1862         |
| 64.8572       | 0.93  | 185  | 71.2854         |
| 70.0847       | 0.94  | 186  | 71.4061         |
| 76.7443       | 0.94  | 187  | 71.4584         |
| 85.4385       | 0.95  | 188  | 71.4545         |
| 90.7601       | 0.95  | 189  | 71.3821         |
| 64.8368       | 0.96  | 190  | 71.3054         |
| 57.7459       | 0.96  | 191  | 71.2293         |
| 76.3873       | 0.97  | 192  | 71.2100         |
| 66.4673       | 0.97  | 193  | 71.1687         |
| 79.124        | 0.98  | 194  | 71.0983         |
| 72.889        | 0.98  | 195  | 71.0390         |
| 62.2083       | 0.99  | 196  | 70.9877         |
| 56.1109       | 0.99  | 197  | 70.6650         |
| 41.946        | 1.0   | 198  | 69.5788         |
| 71.818        | 1.01  | 199  | 67.8498         |
| 54.3707       | 1.01  | 200  | 65.7795         |
| 74.354        | 1.02  | 201  | 63.5178         |
| 38.624        | 1.02  | 202  | 63.3095         |
| 54.8387       | 1.03  | 203  | 64.8572         |
| 77.3898       | 1.03  | 204  | 67.2571         |
| 71.6029       | 1.04  | 205  | 70.6812         |
| 77.457        | 1.04  | 206  | 71.2269         |
| 66.0218       | 1.05  | 207  | 71.3832         |
| 60.3385       | 1.05  | 208  | 71.3564         |
| 68.9012       | 1.06  | 209  | 71.3229         |
| 52.0838       | 1.06  | 210  | 71.3318         |
| 62.8501       | 1.07  | 211  | 71.1680         |
| 72.9932       | 1.07  | 212  | 70.4922         |
| 68.1328       | 1.08  | 213  | 71.3878         |
| 58.0859       | 1.08  | 214  | 71.7652         |
| 72.767        | 1.09  | 215  | 70.2944         |
| 56.2473       | 1.09  | 216  | 69.7781         |
| 88.1174       | 1.1   | 217  | 70.5121         |
| 81.8043       | 1.1   | 218  | 70.9787         |
| 80.5085       | 1.11  | 219  | 71.2630         |
| 71.9816       | 1.11  | 220  | 70.4936         |
| 71.9662       | 1.12  | 221  | 70.2425         |
| 99.039        | 1.12  | 222  | 70.6480         |
| 88.1031       | 1.13  | 223  | 70.3604         |
| 60.1881       | 1.13  | 224  | 70.0987         |
| 73.8246       | 1.14  | 225  | 68.7828         |
| 71.6911       | 1.14  | 226  | 66.8360         |
| 53.8852       | 1.15  | 227  | 65.1844         |
| 74.5995       | 1.15  | 228  | 62.6463         |
| 58.3076       | 1.16  | 229  | 60.7253         |
| 66.3954       | 1.16  | 230  | 59.8222         |
| 82.2109       | 1.17  | 231  | 58.4404         |
| 75.3075       | 1.17  | 232  | 57.8532         |
| 49.8064       | 1.18  | 233  | 58.0442         |
| 83.1771       | 1.18  | 234  | 58.1410         |
| 53.4802       | 1.19  | 235  | 58.2418         |
| 75.0507       | 1.19  | 236  | 58.4399         |
| 85.0325       | 1.2   | 237  | 58.9169         |
| 70.9325       | 1.2   | 238  | 59.7376         |
| 76.0215       | 1.21  | 239  | 62.5391         |
| 81.2373       | 1.21  | 240  | 66.8282         |
| 53.1263       | 1.22  | 241  | 70.2737         |
| 87.1655       | 1.22  | 242  | 70.9035         |
| 71.7056       | 1.23  | 243  | 71.3744         |
| 73.5584       | 1.23  | 244  | 70.7368         |
| 58.6049       | 1.24  | 245  | 71.0076         |
| 88.7391       | 1.24  | 246  | 71.0578         |
| 62.0862       | 1.25  | 247  | 71.1763         |
| 54.1263       | 1.25  | 248  | 71.1691         |
| 57.5335       | 1.26  | 249  | 71.1654         |
| 78.5414       | 1.26  | 250  | 71.1621         |
| 63.4313       | 1.27  | 251  | 71.1933         |
| 72.8344       | 1.27  | 252  | 71.2124         |
| 92.8284       | 1.28  | 253  | 71.1937         |
| 99.6139       | 1.28  | 254  | 71.1392         |
| 79.7452       | 1.29  | 255  | 71.0896         |
| 31.3037       | 1.29  | 256  | 71.1089         |
| 47.6565       | 1.3   | 257  | 71.1745         |
| 77.8463       | 1.3   | 258  | 71.2271         |
| 75.5278       | 1.31  | 259  | 71.2477         |
| 73.2057       | 1.31  | 260  | 71.2253         |
| 71.7128       | 1.32  | 261  | 71.1728         |
| 79.6678       | 1.32  | 262  | 70.9943         |
| 66.2978       | 1.33  | 263  | 70.5117         |
| 62.7686       | 1.33  | 264  | 68.2305         |
| 54.9554       | 1.34  | 265  | 66.9041         |
| 76.5131       | 1.34  | 266  | 65.5546         |
| 81.6528       | 1.35  | 267  | 64.1116         |
| 63.0659       | 1.35  | 268  | 62.5505         |
| 55.271        | 1.36  | 269  | 61.5068         |
| 76.1681       | 1.36  | 270  | 60.3786         |
| 70.8435       | 1.37  | 271  | 60.5920         |
| 68.8713       | 1.37  | 272  | 60.2464         |
| 73.4148       | 1.38  | 273  | 60.1905         |
| 65.1591       | 1.38  | 274  | 60.3305         |
| 55.7705       | 1.39  | 275  | 60.4011         |
| 69.7855       | 1.39  | 276  | 59.9544         |
| 73.9559       | 1.4   | 277  | 58.6590         |
| 63.6275       | 1.4   | 278  | 58.6265         |
| 68.5814       | 1.41  | 279  | 58.4405         |
| 64.4312       | 1.41  | 280  | 58.3307         |
| 57.7829       | 1.42  | 281  | 57.8951         |
| 56.3169       | 1.42  | 282  | 57.9874         |
| 58.2989       | 1.43  | 283  | 58.4356         |
| 62.0383       | 1.43  | 284  | 58.7841         |
| 63.7546       | 1.44  | 285  | 59.1722         |
| 81.0094       | 1.44  | 286  | 60.7096         |
| 64.225        | 1.45  | 287  | 60.8902         |
| 70.1106       | 1.45  | 288  | 61.1597         |
| 69.7023       | 1.46  | 289  | 61.2289         |
| 63.751        | 1.46  | 290  | 61.4719         |
| 58.0421       | 1.47  | 291  | 61.7141         |
| 65.8867       | 1.47  | 292  | 63.8452         |
| 76.0429       | 1.48  | 293  | 65.3466         |
| 63.2703       | 1.48  | 294  | 67.0408         |
| 72.7362       | 1.49  | 295  | 68.1532         |
| 81.292        | 1.49  | 296  | 69.2002         |
| 85.2762       | 1.5   | 297  | 69.1028         |
| 81.0096       | 1.51  | 298  | 69.2899         |
| 73.1769       | 1.51  | 299  | 69.2816         |
| 81.9475       | 1.52  | 300  | 70.1343         |
| 73.617        | 1.52  | 301  | 69.6474         |
| 46.9088       | 1.53  | 302  | 69.5025         |
| 71.9417       | 1.53  | 303  | 69.7528         |
| 68.0914       | 1.54  | 304  | 68.6823         |
| 70.8783       | 1.54  | 305  | 67.7030         |
| 86.0346       | 1.55  | 306  | 67.9397         |
| 68.9126       | 1.55  | 307  | 68.2215         |
| 78.5871       | 1.56  | 308  | 68.0963         |
| 72.2486       | 1.56  | 309  | 68.0058         |
| 59.6452       | 1.57  | 310  | 67.8230         |
| 53.6562       | 1.57  | 311  | 67.6627         |
| 69.9066       | 1.58  | 312  | 66.6849         |
| 67.7975       | 1.58  | 313  | 66.0545         |
| 64.0187       | 1.59  | 314  | 65.6231         |
| 64.4288       | 1.59  | 315  | 65.6874         |
| 63.0982       | 1.6   | 316  | 65.2485         |
| 88.3863       | 1.6   | 317  | 64.2839         |
| 74.1441       | 1.61  | 318  | 64.3057         |
| 63.9805       | 1.61  | 319  | 64.7551         |
| 62.6747       | 1.62  | 320  | 66.4706         |
| 50.4519       | 1.62  | 321  | 68.0677         |
| 55.8508       | 1.63  | 322  | 68.1607         |
| 69.6704       | 1.63  | 323  | 68.3655         |
| 59.244        | 1.64  | 324  | 68.3856         |
| 69.6426       | 1.64  | 325  | 69.6846         |
| 56.9161       | 1.65  | 326  | 69.8146         |
| 70.3109       | 1.65  | 327  | 69.7954         |
| 80.5413       | 1.66  | 328  | 70.8094         |
| 63.8848       | 1.66  | 329  | 70.6518         |
| 75.6966       | 1.67  | 330  | 70.0668         |
| 69.4059       | 1.67  | 331  | 69.9779         |
| 78.9239       | 1.68  | 332  | 70.1692         |
| 75.2137       | 1.68  | 333  | 69.7844         |
| 84.2344       | 1.69  | 334  | 67.2452         |
| 63.5415       | 1.69  | 335  | 64.9066         |
| 59.4554       | 1.7   | 336  | 61.8288         |
| 75.9259       | 1.7   | 337  | 59.7957         |
| 75.6884       | 1.71  | 338  | 59.2136         |
| 74.6759       | 1.71  | 339  | 58.9832         |
| 65.7478       | 1.72  | 340  | 58.8602         |
| 87.3068       | 1.72  | 341  | 58.5580         |
| 54.0304       | 1.73  | 342  | 58.1461         |
| 67.9687       | 1.73  | 343  | 57.7921         |
| 51.4774       | 1.74  | 344  | 57.4959         |
| 56.0562       | 1.74  | 345  | 57.3562         |
| 52.7516       | 1.75  | 346  | 57.2552         |
| 57.7942       | 1.75  | 347  | 57.1914         |
| 53.2267       | 1.76  | 348  | 57.1542         |
| 70.2874       | 1.76  | 349  | 57.3561         |
| 53.9438       | 1.77  | 350  | 57.3863         |
| 63.4568       | 1.77  | 351  | 57.5745         |
| 54.9157       | 1.78  | 352  | 57.6105         |
| 43.9344       | 1.78  | 353  | 57.6720         |
| 64.5532       | 1.79  | 354  | 57.7322         |
| 62.0281       | 1.79  | 355  | 57.7410         |
| 60.7797       | 1.8   | 356  | 57.9204         |
| 70.4646       | 1.8   | 357  | 57.9799         |
| 65.6878       | 1.81  | 358  | 58.0156         |
| 50.5855       | 1.81  | 359  | 58.6190         |
| 68.7678       | 1.82  | 360  | 59.3825         |
| 54.0429       | 1.82  | 361  | 59.8578         |
| 49.8088       | 1.83  | 362  | 61.1184         |
| 63.0551       | 1.83  | 363  | 63.1510         |
| 60.9007       | 1.84  | 364  | 64.4318         |
| 73.7147       | 1.84  | 365  | 65.4559         |
| 75.7739       | 1.85  | 366  | 67.1507         |
| 64.029        | 1.85  | 367  | 68.7287         |
| 54.7718       | 1.86  | 368  | 69.6372         |
| 68.3475       | 1.86  | 369  | 70.3664         |
| 62.6908       | 1.87  | 370  | 70.5294         |
| 81.3842       | 1.87  | 371  | 70.6167         |
| 68.7775       | 1.88  | 372  | 70.7743         |
| 58.7025       | 1.88  | 373  | 70.9503         |
| 68.7115       | 1.89  | 374  | 70.9543         |
| 67.4888       | 1.89  | 375  | 70.8021         |
| 85.6208       | 1.9   | 376  | 70.8068         |
| 83.5207       | 1.9   | 377  | 70.6376         |
| 70.5547       | 1.91  | 378  | 70.4569         |
| 93.5512       | 1.91  | 379  | 70.4918         |
| 75.3585       | 1.92  | 380  | 69.9698         |
| 96.8133       | 1.92  | 381  | 69.6206         |
| 59.0036       | 1.93  | 382  | 69.0258         |
| 53.2939       | 1.93  | 383  | 69.1551         |
| 55.9138       | 1.94  | 384  | 68.4960         |
| 68.0823       | 1.94  | 385  | 67.5970         |
| 80.3302       | 1.95  | 386  | 67.3244         |
| 59.3492       | 1.95  | 387  | 66.3638         |
| 55.7755       | 1.96  | 388  | 66.0729         |
| 79.2312       | 1.96  | 389  | 65.9075         |
| 53.7829       | 1.97  | 390  | 65.2914         |
| 86.9867       | 1.97  | 391  | 64.7952         |
| 80.4851       | 1.98  | 392  | 65.0622         |
| 72.2343       | 1.98  | 393  | 65.4922         |
| 87.6602       | 1.99  | 394  | 66.1555         |
| 57.8186       | 1.99  | 395  | 66.0506         |
| 41.2891       | 2.0   | 396  | 66.3935         |
| 74.5595       | 2.01  | 397  | 66.2291         |
| 66.1734       | 2.01  | 398  | 66.4300         |
| 68.0352       | 2.02  | 399  | 67.1364         |
| 61.5775       | 2.02  | 400  | 66.8524         |
| 91.2484       | 2.03  | 401  | 67.3845         |
| 64.7681       | 2.03  | 402  | 68.0607         |
| 73.8427       | 2.04  | 403  | 68.6967         |
| 62.9041       | 2.04  | 404  | 68.9044         |
| 74.3822       | 2.05  | 405  | 68.7178         |
| 60.1917       | 2.05  | 406  | 67.8567         |
| 52.6972       | 2.06  | 407  | 67.3715         |
| 79.2585       | 2.06  | 408  | 67.6107         |
| 88.3473       | 2.07  | 409  | 67.5635         |
| 68.2501       | 2.07  | 410  | 67.0650         |
| 83.7312       | 2.08  | 411  | 66.7677         |
| 82.0823       | 2.08  | 412  | 66.5515         |
| 62.1667       | 2.09  | 413  | 66.8212         |
| 70.2108       | 2.09  | 414  | 66.4510         |
| 60.6241       | 2.1   | 415  | 66.5680         |
| 66.1957       | 2.1   | 416  | 66.3994         |
| 60.545        | 2.11  | 417  | 65.9303         |
| 65.7064       | 2.11  | 418  | 65.8866         |
| 54.8773       | 2.12  | 419  | 65.8486         |
| 88.366        | 2.12  | 420  | 65.9352         |
| 92.698        | 2.13  | 421  | 66.2192         |
| 65.9721       | 2.13  | 422  | 66.7296         |
| 92.1433       | 2.14  | 423  | 67.1352         |
| 80.1155       | 2.14  | 424  | 66.9308         |
| 77.3043       | 2.15  | 425  | 66.3997         |
| 59.5956       | 2.15  | 426  | 65.4614         |
| 67.9349       | 2.16  | 427  | 65.0374         |
| 67.2415       | 2.16  | 428  | 65.0791         |
| 65.967        | 2.17  | 429  | 64.9235         |
| 62.4349       | 2.17  | 430  | 65.0558         |
| 61.6884       | 2.18  | 431  | 66.2880         |
| 79.4082       | 2.18  | 432  | 66.8639         |
| 64.2981       | 2.19  | 433  | 67.2564         |
| 74.5546       | 2.19  | 434  | 68.3481         |
| 73.8199       | 2.2   | 435  | 68.8555         |
| 63.1028       | 2.2   | 436  | 67.9395         |
| 59.2896       | 2.21  | 437  | 67.6471         |
| 64.8223       | 2.21  | 438  | 67.9159         |
| 70.763        | 2.22  | 439  | 67.3090         |
| 51.6832       | 2.22  | 440  | 67.9848         |
| 45.9806       | 2.23  | 441  | 68.1110         |
| 75.3811       | 2.23  | 442  | 68.9579         |
| 74.1296       | 2.24  | 443  | 69.2710         |
| 59.5236       | 2.24  | 444  | 68.8320         |
| 103.3484      | 2.25  | 445  | 68.7010         |
| 57.5243       | 2.25  | 446  | 68.8172         |
| 80.6783       | 2.26  | 447  | 68.6327         |
| 73.6654       | 2.26  | 448  | 68.8568         |
| 66.4941       | 2.27  | 449  | 69.1180         |
| 89.555        | 2.27  | 450  | 68.7983         |
| 68.5324       | 2.28  | 451  | 69.1905         |
| 88.2242       | 2.28  | 452  | 69.1628         |
| 76.2114       | 2.29  | 453  | 68.8826         |
| 75.222        | 2.29  | 454  | 68.8464         |
| 44.7063       | 2.3   | 455  | 68.1800         |
| 65.0121       | 2.3   | 456  | 67.5469         |
| 84.253        | 2.31  | 457  | 67.3939         |
| 65.0289       | 2.31  | 458  | 66.3085         |
| 105.6261      | 2.32  | 459  | 65.4984         |
| 70.4698       | 2.32  | 460  | 64.5611         |
| 69.2473       | 2.33  | 461  | 63.3862         |
| 95.3283       | 2.33  | 462  | 62.9057         |
| 67.9902       | 2.34  | 463  | 62.3312         |
| 42.662        | 2.34  | 464  | 62.6484         |
| 62.1465       | 2.35  | 465  | 62.4850         |
| 79.1935       | 2.35  | 466  | 62.3657         |
| 64.2597       | 2.36  | 467  | 62.4091         |
| 52.4181       | 2.36  | 468  | 62.4150         |
| 46.4879       | 2.37  | 469  | 62.4958         |
| 60.917        | 2.37  | 470  | 62.6983         |
| 69.7799       | 2.38  | 471  | 62.8207         |
| 72.6935       | 2.38  | 472  | 62.8330         |
| 60.6508       | 2.39  | 473  | 62.6745         |
| 87.7887       | 2.39  | 474  | 62.8573         |
| 67.2506       | 2.4   | 475  | 62.9204         |
| 44.9848       | 2.4   | 476  | 63.0480         |
| 42.4462       | 2.41  | 477  | 63.3791         |
| 63.082        | 2.41  | 478  | 63.6049         |
| 52.7516       | 2.42  | 479  | 64.1069         |
| 70.2794       | 2.42  | 480  | 63.9521         |
| 73.8296       | 2.43  | 481  | 64.3359         |
| 70.7641       | 2.43  | 482  | 64.1133         |
| 72.4638       | 2.44  | 483  | 64.3222         |
| 48.7471       | 2.44  | 484  | 64.3848         |
| 76.4477       | 2.45  | 485  | 64.9659         |
| 49.216        | 2.45  | 486  | 65.4239         |
| 60.1577       | 2.46  | 487  | 65.5764         |
| 79.6555       | 2.46  | 488  | 65.4947         |
| 72.2246       | 2.47  | 489  | 66.6031         |
| 64.4921       | 2.47  | 490  | 66.9363         |
| 58.6907       | 2.48  | 491  | 67.9645         |
| 68.8278       | 2.48  | 492  | 68.2404         |
| 66.928        | 2.49  | 493  | 68.1441         |
| 66.347        | 2.49  | 494  | 68.0393         |
| 77.2548       | 2.5   | 495  | 68.2218         |
| 64.7804       | 2.51  | 496  | 68.1815         |
| 54.5292       | 2.51  | 497  | 67.8647         |
| 73.9479       | 2.52  | 498  | 67.8942         |
| 71.7187       | 2.52  | 499  | 67.9334         |
| 58.6749       | 2.53  | 500  | 68.5812         |
| 54.9004       | 2.53  | 501  | 68.5402         |
| 89.3785       | 2.54  | 502  | 68.5568         |
| 67.5659       | 2.54  | 503  | 68.0964         |
| 68.9701       | 2.55  | 504  | 67.3094         |
| 48.2237       | 2.55  | 505  | 67.1880         |
| 75.5146       | 2.56  | 506  | 66.7364         |
| 64.6762       | 2.56  | 507  | 66.4869         |
| 53.4245       | 2.57  | 508  | 66.3879         |
| 50.5592       | 2.57  | 509  | 65.8983         |
| 63.3707       | 2.58  | 510  | 65.7742         |
| 64.4183       | 2.58  | 511  | 65.5204         |
| 56.7777       | 2.59  | 512  | 65.2996         |
| 55.5293       | 2.59  | 513  | 64.6716         |
| 65.8019       | 2.6   | 514  | 64.3909         |
| 68.1299       | 2.6   | 515  | 64.1241         |
| 43.0772       | 2.61  | 516  | 63.7033         |
| 57.04         | 2.61  | 517  | 63.6895         |
| 68.357        | 2.62  | 518  | 63.1123         |
| 68.0403       | 2.62  | 519  | 63.1254         |
| 55.6427       | 2.63  | 520  | 62.9895         |
| 51.278        | 2.63  | 521  | 63.2361         |
| 79.0162       | 2.64  | 522  | 62.9721         |
| 64.2792       | 2.64  | 523  | 62.6386         |
| 76.1537       | 2.65  | 524  | 62.7610         |
| 55.5151       | 2.65  | 525  | 62.7599         |
| 62.7252       | 2.66  | 526  | 62.4284         |
| 65.4525       | 2.66  | 527  | 62.1174         |
| 51.1036       | 2.67  | 528  | 61.7621         |
| 58.061        | 2.67  | 529  | 61.5278         |
| 62.6983       | 2.68  | 530  | 61.5287         |
| 46.8551       | 2.68  | 531  | 61.7631         |
| 50.904        | 2.69  | 532  | 61.7774         |
| 67.4723       | 2.69  | 533  | 62.3258         |
| 64.1058       | 2.7   | 534  | 62.2934         |
| 43.4914       | 2.7   | 535  | 62.1025         |
| 60.1691       | 2.71  | 536  | 62.5234         |
| 46.8839       | 2.71  | 537  | 62.2193         |
| 58.4217       | 2.72  | 538  | 63.2724         |
| 56.655        | 2.72  | 539  | 63.3417         |
| 61.9776       | 2.73  | 540  | 63.5982         |
| 63.4672       | 2.73  | 541  | 64.5499         |
| 48.72         | 2.74  | 542  | 64.8416         |
| 81.1103       | 2.74  | 543  | 65.1491         |
| 71.5431       | 2.75  | 544  | 65.8060         |
| 83.9994       | 2.75  | 545  | 65.9738         |
| 51.482        | 2.76  | 546  | 65.8943         |
| 81.2141       | 2.76  | 547  | 66.6824         |
| 82.9469       | 2.77  | 548  | 66.9988         |
| 69.4496       | 2.77  | 549  | 67.2592         |
| 82.6646       | 2.78  | 550  | 67.7524         |
| 64.9019       | 2.78  | 551  | 67.8812         |
| 67.5174       | 2.79  | 552  | 68.1190         |
| 76.4698       | 2.79  | 553  | 67.8587         |
| 66.4958       | 2.8   | 554  | 67.7939         |
| 67.1237       | 2.8   | 555  | 67.4491         |
| 45.3964       | 2.81  | 556  | 67.4543         |
| 70.179        | 2.81  | 557  | 67.2621         |
| 74.1481       | 2.82  | 558  | 67.3004         |
| 59.5353       | 2.82  | 559  | 67.6020         |
| 82.2321       | 2.83  | 560  | 67.7495         |
| 60.4303       | 2.83  | 561  | 67.8374         |
| 66.3544       | 2.84  | 562  | 67.6112         |
| 54.5195       | 2.84  | 563  | 67.1013         |
| 62.7305       | 2.85  | 564  | 67.0309         |
| 68.728        | 2.85  | 565  | 66.6415         |
| 79.9865       | 2.86  | 566  | 65.8658         |
| 102.3994      | 2.86  | 567  | 65.3015         |
| 79.9235       | 2.87  | 568  | 65.0778         |
| 49.6852       | 2.87  | 569  | 64.5888         |
| 63.1015       | 2.88  | 570  | 64.4038         |
| 88.7923       | 2.88  | 571  | 64.0976         |
| 53.2822       | 2.89  | 572  | 63.9511         |
| 73.2263       | 2.89  | 573  | 63.5515         |
| 48.8676       | 2.9   | 574  | 63.6578         |
| 54.0873       | 2.9   | 575  | 63.1930         |
| 67.3117       | 2.91  | 576  | 62.7034         |
| 64.4179       | 2.91  | 577  | 63.0081         |
| 61.5353       | 2.92  | 578  | 62.2930         |
| 76.9023       | 2.92  | 579  | 62.0800         |
| 87.6389       | 2.93  | 580  | 62.6643         |
| 86.318        | 2.93  | 581  | 63.0463         |
| 65.1233       | 2.94  | 582  | 62.5738         |
| 61.4318       | 2.94  | 583  | 62.3573         |
| 74.1263       | 2.95  | 584  | 62.3550         |
| 61.5211       | 2.95  | 585  | 62.3909         |
| 55.9574       | 2.96  | 586  | 62.6591         |
| 69.8056       | 2.96  | 587  | 62.4014         |
| 75.4543       | 2.97  | 588  | 63.1191         |
| 55.1701       | 2.97  | 589  | 63.5834         |
| 44.7101       | 2.98  | 590  | 63.7472         |
| 73.8471       | 2.98  | 591  | 64.3373         |
| 60.969        | 2.99  | 592  | 64.4532         |
| 71.9239       | 2.99  | 593  | 64.5968         |
| 49.5113       | 3.0   | 594  | 64.8839         |


### Framework versions

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

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