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# SChem5Labels-roberta-base-inter-dataset-frequency-human_annots-cross-ent

This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 9.0748

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 91.8868       | 0.01  | 1    | 83.8868         |
| 84.2703       | 0.01  | 2    | 83.8826         |
| 97.0078       | 0.02  | 3    | 83.8743         |
| 83.5038       | 0.02  | 4    | 83.8617         |
| 88.2111       | 0.03  | 5    | 83.8245         |
| 78.384        | 0.03  | 6    | 83.7927         |
| 79.5813       | 0.04  | 7    | 83.7263         |
| 81.3757       | 0.04  | 8    | 83.6555         |
| 86.4506       | 0.05  | 9    | 83.5297         |
| 76.0068       | 0.05  | 10   | 83.4803         |
| 85.2656       | 0.06  | 11   | 83.4368         |
| 84.3548       | 0.06  | 12   | 83.2464         |
| 70.3954       | 0.07  | 13   | 83.0923         |
| 79.5616       | 0.07  | 14   | 83.0031         |
| 86.0177       | 0.08  | 15   | 82.9181         |
| 77.6068       | 0.08  | 16   | 82.8409         |
| 85.3084       | 0.09  | 17   | 82.7654         |
| 83.5205       | 0.09  | 18   | 82.6029         |
| 73.5485       | 0.1   | 19   | 82.5139         |
| 80.838        | 0.1   | 20   | 82.4173         |
| 75.4088       | 0.11  | 21   | 82.3131         |
| 74.4386       | 0.11  | 22   | 82.2032         |
| 86.6331       | 0.12  | 23   | 82.0865         |
| 76.6032       | 0.12  | 24   | 81.8895         |
| 75.143        | 0.13  | 25   | 81.7527         |
| 77.0048       | 0.13  | 26   | 81.6047         |
| 78.3883       | 0.14  | 27   | 81.4435         |
| 82.5254       | 0.14  | 28   | 81.1976         |
| 69.004        | 0.15  | 29   | 80.9781         |
| 71.4878       | 0.15  | 30   | 80.3227         |
| 74.3911       | 0.16  | 31   | 77.8453         |
| 60.9129       | 0.16  | 32   | 69.9716         |
| 74.6346       | 0.17  | 33   | 61.7883         |
| 71.3218       | 0.17  | 34   | 51.7999         |
| 53.629        | 0.18  | 35   | 45.9218         |
| 55.4633       | 0.18  | 36   | 44.7913         |
| 54.2821       | 0.19  | 37   | 44.1405         |
| 57.8739       | 0.19  | 38   | 43.5489         |
| 51.7667       | 0.2   | 39   | 43.1719         |
| 53.5266       | 0.2   | 40   | 42.7657         |
| 42.5532       | 0.21  | 41   | 42.3151         |
| 47.4929       | 0.21  | 42   | 41.8203         |
| 57.8251       | 0.22  | 43   | 41.2858         |
| 49.2036       | 0.22  | 44   | 40.7274         |
| 44.4193       | 0.23  | 45   | 40.1409         |
| 47.1137       | 0.23  | 46   | 39.3853         |
| 51.8803       | 0.24  | 47   | 38.7962         |
| 42.149        | 0.24  | 48   | 37.4019         |
| 46.1489       | 0.25  | 49   | 36.6366         |
| 46.4672       | 0.25  | 50   | 35.8034         |
| 30.9323       | 0.26  | 51   | 35.3112         |
| 35.8993       | 0.26  | 52   | 34.5255         |
| 37.1773       | 0.27  | 53   | 33.7789         |
| 31.3028       | 0.27  | 54   | 33.3892         |
| 34.3134       | 0.28  | 55   | 33.0439         |
| 35.263        | 0.28  | 56   | 32.7271         |
| 40.7107       | 0.29  | 57   | 32.4473         |
| 45.1967       | 0.29  | 58   | 32.2067         |
| 37.9027       | 0.3   | 59   | 31.9835         |
| 32.6705       | 0.3   | 60   | 31.7805         |
| 36.6717       | 0.31  | 61   | 31.5870         |
| 37.1418       | 0.31  | 62   | 31.3980         |
| 44.7151       | 0.32  | 63   | 31.2390         |
| 32.2216       | 0.32  | 64   | 31.0914         |
| 35.0179       | 0.33  | 65   | 30.9468         |
| 28.4817       | 0.33  | 66   | 30.8041         |
| 27.9342       | 0.34  | 67   | 30.6641         |
| 21.0189       | 0.34  | 68   | 30.5388         |
| 37.3427       | 0.35  | 69   | 30.4387         |
| 33.2581       | 0.35  | 70   | 30.3634         |
| 39.7353       | 0.36  | 71   | 30.3075         |
| 32.24         | 0.36  | 72   | 30.2456         |
| 34.8258       | 0.37  | 73   | 30.1940         |
| 35.2874       | 0.37  | 74   | 30.1306         |
| 27.5743       | 0.38  | 75   | 30.0678         |
| 29.398        | 0.38  | 76   | 30.0081         |
| 29.1951       | 0.39  | 77   | 29.9569         |
| 36.7904       | 0.39  | 78   | 29.9221         |
| 35.1607       | 0.4   | 79   | 29.8949         |
| 38.6106       | 0.4   | 80   | 29.8721         |
| 31.6505       | 0.41  | 81   | 29.8536         |
| 30.1252       | 0.41  | 82   | 29.8414         |
| 32.5531       | 0.42  | 83   | 29.8438         |
| 18.0446       | 0.42  | 84   | 29.8254         |
| 34.696        | 0.43  | 85   | 29.8085         |
| 25.2289       | 0.43  | 86   | 29.7866         |
| 33.3495       | 0.44  | 87   | 29.7616         |
| 24.6802       | 0.44  | 88   | 29.7491         |
| 38.2325       | 0.45  | 89   | 29.7188         |
| 29.0157       | 0.45  | 90   | 29.6707         |
| 37.995        | 0.46  | 91   | 29.6226         |
| 37.2191       | 0.46  | 92   | 29.5630         |
| 32.7674       | 0.47  | 93   | 29.4820         |
| 33.3628       | 0.47  | 94   | 29.4440         |
| 26.5677       | 0.48  | 95   | 29.4317         |
| 28.4596       | 0.48  | 96   | 29.4386         |
| 31.273        | 0.49  | 97   | 29.4330         |
| 35.7876       | 0.49  | 98   | 29.4387         |
| 31.1727       | 0.5   | 99   | 29.4286         |
| 29.0323       | 0.51  | 100  | 29.4088         |
| 29.5789       | 0.51  | 101  | 29.3777         |
| 31.9851       | 0.52  | 102  | 29.3443         |
| 29.6624       | 0.52  | 103  | 29.3165         |
| 32.4181       | 0.53  | 104  | 29.3089         |
| 36.1284       | 0.53  | 105  | 29.3196         |
| 31.6624       | 0.54  | 106  | 29.3209         |
| 34.855        | 0.54  | 107  | 29.3498         |
| 29.5138       | 0.55  | 108  | 29.3551         |
| 32.8664       | 0.55  | 109  | 29.3532         |
| 37.2604       | 0.56  | 110  | 29.3245         |
| 43.254        | 0.56  | 111  | 29.2891         |
| 33.6833       | 0.57  | 112  | 29.2363         |
| 30.1394       | 0.57  | 113  | 29.1944         |
| 30.4815       | 0.58  | 114  | 29.1472         |
| 33.7733       | 0.58  | 115  | 29.1226         |
| 27.8608       | 0.59  | 116  | 29.0967         |
| 34.7034       | 0.59  | 117  | 29.0710         |
| 25.9967       | 0.6   | 118  | 29.0568         |
| 32.3736       | 0.6   | 119  | 29.0427         |
| 38.2661       | 0.61  | 120  | 29.0247         |
| 32.2441       | 0.61  | 121  | 29.0003         |
| 29.4773       | 0.62  | 122  | 28.9917         |
| 24.9732       | 0.62  | 123  | 29.0064         |
| 23.8932       | 0.63  | 124  | 29.0449         |
| 39.0651       | 0.63  | 125  | 29.0676         |
| 24.5708       | 0.64  | 126  | 29.1084         |
| 29.5436       | 0.64  | 127  | 29.1095         |
| 29.7295       | 0.65  | 128  | 29.1002         |
| 41.1901       | 0.65  | 129  | 29.1143         |
| 30.8568       | 0.66  | 130  | 29.1717         |
| 39.3222       | 0.66  | 131  | 29.1783         |
| 48.7753       | 0.67  | 132  | 29.1642         |
| 29.2343       | 0.67  | 133  | 29.1440         |
| 34.3843       | 0.68  | 134  | 29.1177         |
| 26.6793       | 0.68  | 135  | 29.1244         |
| 24.1635       | 0.69  | 136  | 29.1360         |
| 31.4456       | 0.69  | 137  | 29.3157         |
| 32.77         | 0.7   | 138  | 29.7571         |
| 37.2591       | 0.7   | 139  | 30.7190         |
| 27.8781       | 0.71  | 140  | 31.3708         |
| 30.7226       | 0.71  | 141  | 31.2115         |
| 29.8643       | 0.72  | 142  | 30.8801         |
| 28.8181       | 0.72  | 143  | 30.2180         |
| 38.0861       | 0.73  | 144  | 29.4506         |
| 50.9499       | 0.73  | 145  | 28.9581         |
| 33.8974       | 0.74  | 146  | 28.8036         |
| 25.9854       | 0.74  | 147  | 28.7435         |
| 28.4488       | 0.75  | 148  | 28.7066         |
| 23.0535       | 0.75  | 149  | 28.6916         |
| 32.1555       | 0.76  | 150  | 28.6788         |
| 27.1172       | 0.76  | 151  | 28.6807         |
| 30.7443       | 0.77  | 152  | 28.6753         |
| 25.9914       | 0.77  | 153  | 28.7138         |
| 23.0324       | 0.78  | 154  | 28.7970         |
| 37.1883       | 0.78  | 155  | 28.8549         |
| 24.3177       | 0.79  | 156  | 28.9637         |
| 31.907        | 0.79  | 157  | 28.9977         |
| 21.545        | 0.8   | 158  | 29.0525         |
| 29.9055       | 0.8   | 159  | 29.0464         |
| 31.0571       | 0.81  | 160  | 28.9621         |
| 36.9914       | 0.81  | 161  | 28.7898         |
| 23.0625       | 0.82  | 162  | 28.5892         |
| 18.3363       | 0.82  | 163  | 28.5089         |
| 37.2501       | 0.83  | 164  | 28.4177         |
| 21.6069       | 0.83  | 165  | 28.3894         |
| 23.5485       | 0.84  | 166  | 28.3516         |
| 34.7325       | 0.84  | 167  | 28.1772         |
| 26.1475       | 0.85  | 168  | 28.0745         |
| 25.6916       | 0.85  | 169  | 28.1375         |
| 25.6811       | 0.86  | 170  | 28.2174         |
| 29.2956       | 0.86  | 171  | 28.4034         |
| 29.3897       | 0.87  | 172  | 28.7204         |
| 31.3614       | 0.87  | 173  | 28.8018         |
| 26.7283       | 0.88  | 174  | 28.7814         |
| 23.1533       | 0.88  | 175  | 28.4875         |
| 36.2123       | 0.89  | 176  | 28.3472         |
| 29.2876       | 0.89  | 177  | 28.0997         |
| 25.7321       | 0.9   | 178  | 27.9039         |
| 33.7301       | 0.9   | 179  | 27.3144         |
| 29.8438       | 0.91  | 180  | 27.0808         |
| 32.1943       | 0.91  | 181  | 26.5473         |
| 32.4621       | 0.92  | 182  | 26.4998         |
| 29.4365       | 0.92  | 183  | 26.5008         |
| 27.1564       | 0.93  | 184  | 26.6253         |
| 27.9019       | 0.93  | 185  | 26.6378         |
| 29.4569       | 0.94  | 186  | 26.4224         |
| 34.9806       | 0.94  | 187  | 26.3894         |
| 29.2651       | 0.95  | 188  | 26.2620         |
| 27.0015       | 0.95  | 189  | 26.2426         |
| 28.8949       | 0.96  | 190  | 26.5561         |
| 20.4457       | 0.96  | 191  | 26.9378         |
| 33.9497       | 0.97  | 192  | 27.6184         |
| 30.6193       | 0.97  | 193  | 27.7941         |
| 24.6099       | 0.98  | 194  | 27.9880         |
| 16.4404       | 0.98  | 195  | 28.2410         |
| 25.088        | 0.99  | 196  | 28.3926         |
| 31.2788       | 0.99  | 197  | 28.4729         |
| 17.4864       | 1.0   | 198  | 28.4399         |
| 24.1674       | 1.01  | 199  | 28.5374         |
| 23.5014       | 1.01  | 200  | 28.5167         |
| 36.1048       | 1.02  | 201  | 28.3539         |
| 22.8302       | 1.02  | 202  | 28.3152         |
| 18.939        | 1.03  | 203  | 28.2808         |
| 25.028        | 1.03  | 204  | 28.2228         |
| 37.2636       | 1.04  | 205  | 28.2351         |
| 45.9223       | 1.04  | 206  | 27.8197         |
| 25.2207       | 1.05  | 207  | 27.0664         |
| 25.3599       | 1.05  | 208  | 26.8753         |
| 25.9451       | 1.06  | 209  | 27.0966         |
| 26.496        | 1.06  | 210  | 27.3691         |
| 33.0454       | 1.07  | 211  | 27.2200         |
| 25.0036       | 1.07  | 212  | 27.0165         |
| 29.4469       | 1.08  | 213  | 26.4474         |
| 38.5308       | 1.08  | 214  | 26.1378         |
| 55.0588       | 1.09  | 215  | 25.9132         |
| 24.9974       | 1.09  | 216  | 25.6118         |
| 24.8391       | 1.1   | 217  | 25.8038         |
| 28.8453       | 1.1   | 218  | 26.0127         |
| 22.4755       | 1.11  | 219  | 26.2653         |
| 27.7392       | 1.11  | 220  | 26.4078         |
| 19.7967       | 1.12  | 221  | 26.5911         |
| 22.1071       | 1.12  | 222  | 26.6998         |
| 26.952        | 1.13  | 223  | 26.7928         |
| 34.3573       | 1.13  | 224  | 26.7035         |
| 33.4337       | 1.14  | 225  | 26.4454         |
| 25.0031       | 1.14  | 226  | 26.2547         |
| 25.2462       | 1.15  | 227  | 26.1937         |
| 25.4944       | 1.15  | 228  | 25.8409         |
| 19.353        | 1.16  | 229  | 25.5217         |
| 37.2232       | 1.16  | 230  | 25.3514         |
| 29.1584       | 1.17  | 231  | 25.2117         |
| 26.229        | 1.17  | 232  | 24.9708         |
| 20.1025       | 1.18  | 233  | 24.5680         |
| 25.9615       | 1.18  | 234  | 24.3963         |
| 26.0289       | 1.19  | 235  | 24.5992         |
| 19.6503       | 1.19  | 236  | 24.5874         |
| 33.486        | 1.2   | 237  | 24.4325         |
| 28.0028       | 1.2   | 238  | 24.3564         |
| 25.7583       | 1.21  | 239  | 24.4214         |
| 23.1591       | 1.21  | 240  | 24.3033         |
| 19.7423       | 1.22  | 241  | 24.3904         |
| 24.8692       | 1.22  | 242  | 24.9252         |
| 20.1565       | 1.23  | 243  | 25.0390         |
| 32.3947       | 1.23  | 244  | 25.3254         |
| 19.9021       | 1.24  | 245  | 25.3448         |
| 17.9752       | 1.24  | 246  | 25.2049         |
| 33.2593       | 1.25  | 247  | 25.2588         |
| 19.9301       | 1.25  | 248  | 25.0520         |
| 29.0985       | 1.26  | 249  | 25.1009         |
| 22.3633       | 1.26  | 250  | 25.1043         |
| 23.8898       | 1.27  | 251  | 24.8278         |
| 20.9427       | 1.27  | 252  | 24.5815         |
| 25.9134       | 1.28  | 253  | 24.0753         |
| 24.0669       | 1.28  | 254  | 23.9175         |
| 27.5844       | 1.29  | 255  | 23.4032         |
| 26.3779       | 1.29  | 256  | 23.1598         |
| 24.2717       | 1.3   | 257  | 22.9343         |
| 17.5485       | 1.3   | 258  | 22.7891         |
| 30.4745       | 1.31  | 259  | 22.9388         |
| 26.3115       | 1.31  | 260  | 22.9721         |
| 21.7289       | 1.32  | 261  | 22.9353         |
| 19.5781       | 1.32  | 262  | 22.9687         |
| 24.916        | 1.33  | 263  | 23.1475         |
| 22.8455       | 1.33  | 264  | 23.1505         |
| 20.6948       | 1.34  | 265  | 23.2415         |
| 21.8416       | 1.34  | 266  | 23.4042         |
| 14.931        | 1.35  | 267  | 23.4657         |
| 29.2263       | 1.35  | 268  | 23.3367         |
| 21.8921       | 1.36  | 269  | 23.0907         |
| 20.1008       | 1.36  | 270  | 22.9198         |
| 32.673        | 1.37  | 271  | 22.7204         |
| 23.9685       | 1.37  | 272  | 22.8576         |
| 26.3839       | 1.38  | 273  | 22.9303         |
| 22.2759       | 1.38  | 274  | 23.1064         |
| 30.333        | 1.39  | 275  | 23.2352         |
| 23.1877       | 1.39  | 276  | 23.2265         |
| 14.4074       | 1.4   | 277  | 23.1385         |
| 29.4388       | 1.4   | 278  | 22.7058         |
| 24.3113       | 1.41  | 279  | 22.3354         |
| 17.7291       | 1.41  | 280  | 22.2857         |
| 21.8764       | 1.42  | 281  | 22.1744         |
| 25.7066       | 1.42  | 282  | 22.3469         |
| 22.8961       | 1.43  | 283  | 22.3659         |
| 25.4787       | 1.43  | 284  | 22.4663         |
| 22.243        | 1.44  | 285  | 22.3439         |
| 19.2255       | 1.44  | 286  | 22.3890         |
| 21.5907       | 1.45  | 287  | 22.4646         |
| 24.3266       | 1.45  | 288  | 22.7334         |
| 25.513        | 1.46  | 289  | 23.1707         |
| 38.6852       | 1.46  | 290  | 23.2904         |
| 26.3447       | 1.47  | 291  | 23.2467         |
| 21.5031       | 1.47  | 292  | 22.9119         |
| 18.7384       | 1.48  | 293  | 22.6193         |
| 22.1344       | 1.48  | 294  | 22.3876         |
| 20.5803       | 1.49  | 295  | 22.1506         |
| 36.1715       | 1.49  | 296  | 21.9699         |
| 21.8811       | 1.5   | 297  | 21.5287         |
| 14.4178       | 1.51  | 298  | 21.0325         |
| 20.4654       | 1.51  | 299  | 21.0131         |
| 18.8823       | 1.52  | 300  | 20.5956         |
| 19.1627       | 1.52  | 301  | 20.7067         |
| 21.0528       | 1.53  | 302  | 20.7834         |
| 26.8464       | 1.53  | 303  | 20.6929         |
| 27.2056       | 1.54  | 304  | 20.6560         |
| 30.4138       | 1.54  | 305  | 20.5387         |
| 18.9276       | 1.55  | 306  | 20.4313         |
| 18.3629       | 1.55  | 307  | 20.5153         |
| 17.1781       | 1.56  | 308  | 21.0833         |
| 19.0976       | 1.56  | 309  | 21.4078         |
| 18.7686       | 1.57  | 310  | 21.4149         |
| 20.8169       | 1.57  | 311  | 21.1648         |
| 17.81         | 1.58  | 312  | 20.7596         |
| 20.5869       | 1.58  | 313  | 20.5785         |
| 21.2838       | 1.59  | 314  | 20.2865         |
| 32.154        | 1.59  | 315  | 20.0778         |
| 15.0147       | 1.6   | 316  | 20.1063         |
| 25.2772       | 1.6   | 317  | 20.0994         |
| 16.5995       | 1.61  | 318  | 20.0962         |
| 19.7809       | 1.61  | 319  | 20.0680         |
| 18.2076       | 1.62  | 320  | 19.9699         |
| 19.3186       | 1.62  | 321  | 19.8270         |
| 24.5571       | 1.63  | 322  | 19.9773         |
| 31.3348       | 1.63  | 323  | 19.7015         |
| 27.8774       | 1.64  | 324  | 19.4519         |
| 20.706        | 1.64  | 325  | 19.2592         |
| 26.1928       | 1.65  | 326  | 19.0007         |
| 19.6235       | 1.65  | 327  | 18.6860         |
| 13.3739       | 1.66  | 328  | 18.4996         |
| 17.5316       | 1.66  | 329  | 18.4145         |
| 26.4932       | 1.67  | 330  | 18.4913         |
| 16.442        | 1.67  | 331  | 18.4049         |
| 17.3227       | 1.68  | 332  | 18.3318         |
| 18.395        | 1.68  | 333  | 18.1138         |
| 22.0428       | 1.69  | 334  | 18.0224         |
| 32.1875       | 1.69  | 335  | 18.0749         |
| 22.7495       | 1.7   | 336  | 17.9068         |
| 19.129        | 1.7   | 337  | 17.7858         |
| 23.8832       | 1.71  | 338  | 17.6265         |
| 15.6222       | 1.71  | 339  | 17.7087         |
| 15.5907       | 1.72  | 340  | 17.7092         |
| 18.7233       | 1.72  | 341  | 17.6388         |
| 20.1524       | 1.73  | 342  | 17.8151         |
| 22.1947       | 1.73  | 343  | 18.0671         |
| 19.7692       | 1.74  | 344  | 18.9529         |
| 29.5341       | 1.74  | 345  | 19.1075         |
| 17.1082       | 1.75  | 346  | 19.6354         |
| 16.1614       | 1.75  | 347  | 20.4204         |
| 13.5284       | 1.76  | 348  | 20.7470         |
| 17.7317       | 1.76  | 349  | 20.7962         |
| 20.1984       | 1.77  | 350  | 20.0904         |
| 19.5174       | 1.77  | 351  | 19.3005         |
| 23.2622       | 1.78  | 352  | 18.7494         |
| 24.1584       | 1.78  | 353  | 18.1657         |
| 21.7002       | 1.79  | 354  | 17.4755         |
| 19.8656       | 1.79  | 355  | 16.9243         |
| 20.8502       | 1.8   | 356  | 17.1019         |
| 27.1125       | 1.8   | 357  | 17.2510         |
| 24.7938       | 1.81  | 358  | 17.2834         |
| 20.5323       | 1.81  | 359  | 17.2860         |
| 16.2438       | 1.82  | 360  | 17.3584         |
| 21.5152       | 1.82  | 361  | 17.3345         |
| 21.1308       | 1.83  | 362  | 17.3803         |
| 13.7211       | 1.83  | 363  | 17.6510         |
| 15.3286       | 1.84  | 364  | 18.3048         |
| 17.3613       | 1.84  | 365  | 18.2795         |
| 17.3142       | 1.85  | 366  | 17.8304         |
| 17.1574       | 1.85  | 367  | 17.4524         |
| 22.0267       | 1.86  | 368  | 17.0744         |
| 17.8794       | 1.86  | 369  | 16.5358         |
| 15.7127       | 1.87  | 370  | 16.3339         |
| 19.2835       | 1.87  | 371  | 16.3200         |
| 15.4317       | 1.88  | 372  | 16.5244         |
| 15.8582       | 1.88  | 373  | 16.9692         |
| 23.5718       | 1.89  | 374  | 17.0686         |
| 21.9408       | 1.89  | 375  | 16.8484         |
| 25.0898       | 1.9   | 376  | 16.9485         |
| 22.1969       | 1.9   | 377  | 16.4812         |
| 26.5625       | 1.91  | 378  | 16.7798         |
| 19.5521       | 1.91  | 379  | 17.4567         |
| 11.7673       | 1.92  | 380  | 18.6299         |
| 24.1389       | 1.92  | 381  | 19.5681         |
| 20.7134       | 1.93  | 382  | 19.5703         |
| 23.1767       | 1.93  | 383  | 19.3041         |
| 32.0933       | 1.94  | 384  | 18.4629         |
| 22.6967       | 1.94  | 385  | 17.2998         |
| 16.6514       | 1.95  | 386  | 16.5057         |
| 15.0543       | 1.95  | 387  | 15.9210         |
| 17.7768       | 1.96  | 388  | 15.4200         |
| 19.4168       | 1.96  | 389  | 15.4428         |
| 12.8033       | 1.97  | 390  | 15.2985         |
| 13.2526       | 1.97  | 391  | 15.3856         |
| 21.5838       | 1.98  | 392  | 15.0908         |
| 13.9946       | 1.98  | 393  | 15.2237         |
| 22.2301       | 1.99  | 394  | 15.1143         |
| 17.3019       | 1.99  | 395  | 15.4456         |
| 20.4645       | 2.0   | 396  | 15.8138         |
| 15.1766       | 2.01  | 397  | 16.2163         |
| 13.2251       | 2.01  | 398  | 16.3536         |
| 15.4302       | 2.02  | 399  | 16.1365         |
| 13.9379       | 2.02  | 400  | 15.7767         |
| 15.2362       | 2.03  | 401  | 15.3586         |
| 11.9833       | 2.03  | 402  | 14.9555         |
| 15.072        | 2.04  | 403  | 14.5823         |
| 17.0702       | 2.04  | 404  | 14.6809         |
| 10.6801       | 2.05  | 405  | 14.9849         |
| 16.0256       | 2.05  | 406  | 14.9907         |
| 12.1692       | 2.06  | 407  | 14.6254         |
| 15.8287       | 2.06  | 408  | 14.2668         |
| 16.0637       | 2.07  | 409  | 14.4917         |
| 19.9381       | 2.07  | 410  | 14.7757         |
| 15.324        | 2.08  | 411  | 14.8338         |
| 17.3356       | 2.08  | 412  | 14.8738         |
| 10.7487       | 2.09  | 413  | 14.9617         |
| 11.3678       | 2.09  | 414  | 14.8390         |
| 10.6797       | 2.1   | 415  | 14.7007         |
| 11.0649       | 2.1   | 416  | 14.7141         |
| 15.4209       | 2.11  | 417  | 14.7896         |
| 14.0394       | 2.11  | 418  | 14.7883         |
| 19.5829       | 2.12  | 419  | 14.7030         |
| 34.8307       | 2.12  | 420  | 14.4504         |
| 11.2569       | 2.13  | 421  | 14.5893         |
| 19.181        | 2.13  | 422  | 14.7110         |
| 16.0314       | 2.14  | 423  | 14.6890         |
| 20.6712       | 2.14  | 424  | 14.4364         |
| 15.0453       | 2.15  | 425  | 14.2861         |
| 13.5589       | 2.15  | 426  | 14.2664         |
| 12.5287       | 2.16  | 427  | 14.1721         |
| 17.358        | 2.16  | 428  | 14.2457         |
| 17.8019       | 2.17  | 429  | 14.4954         |
| 11.9317       | 2.17  | 430  | 14.6569         |
| 12.2335       | 2.18  | 431  | 14.7972         |
| 16.6912       | 2.18  | 432  | 14.9019         |
| 20.1843       | 2.19  | 433  | 15.2396         |
| 18.302        | 2.19  | 434  | 15.0899         |
| 13.8454       | 2.2   | 435  | 14.7650         |
| 12.1176       | 2.2   | 436  | 14.5109         |
| 20.8533       | 2.21  | 437  | 14.0569         |
| 13.4081       | 2.21  | 438  | 13.8391         |
| 22.9243       | 2.22  | 439  | 13.8908         |
| 26.5322       | 2.22  | 440  | 14.0936         |
| 18.648        | 2.23  | 441  | 14.1059         |
| 13.0152       | 2.23  | 442  | 13.8104         |
| 19.8202       | 2.24  | 443  | 13.4760         |
| 17.7359       | 2.24  | 444  | 13.1598         |
| 13.4377       | 2.25  | 445  | 13.3845         |
| 20.9036       | 2.25  | 446  | 14.0658         |
| 11.5853       | 2.26  | 447  | 14.2246         |
| 11.9682       | 2.26  | 448  | 14.3158         |
| 16.7939       | 2.27  | 449  | 14.1181         |
| 11.2968       | 2.27  | 450  | 13.7307         |
| 14.9859       | 2.28  | 451  | 13.3852         |
| 15.3069       | 2.28  | 452  | 13.0313         |
| 11.1096       | 2.29  | 453  | 13.2270         |
| 15.7657       | 2.29  | 454  | 13.1952         |
| 15.404        | 2.3   | 455  | 13.1270         |
| 15.8078       | 2.3   | 456  | 13.2944         |
| 14.5569       | 2.31  | 457  | 13.4631         |
| 13.0159       | 2.31  | 458  | 13.8613         |
| 16.6387       | 2.32  | 459  | 14.1780         |
| 15.9966       | 2.32  | 460  | 14.2711         |
| 12.4415       | 2.33  | 461  | 14.2609         |
| 12.9766       | 2.33  | 462  | 14.1199         |
| 14.4141       | 2.34  | 463  | 13.8511         |
| 12.0442       | 2.34  | 464  | 13.3817         |
| 26.7123       | 2.35  | 465  | 12.8607         |
| 10.4461       | 2.35  | 466  | 12.2438         |
| 9.2329        | 2.36  | 467  | 12.3162         |
| 10.9603       | 2.36  | 468  | 12.3015         |
| 12.8292       | 2.37  | 469  | 12.1574         |
| 12.1785       | 2.37  | 470  | 12.2002         |
| 13.659        | 2.38  | 471  | 12.0445         |
| 29.4334       | 2.38  | 472  | 11.8813         |
| 7.136         | 2.39  | 473  | 12.2784         |
| 9.3994        | 2.39  | 474  | 12.5889         |
| 17.9574       | 2.4   | 475  | 12.6645         |
| 12.2368       | 2.4   | 476  | 12.6036         |
| 13.5875       | 2.41  | 477  | 12.3701         |
| 9.5413        | 2.41  | 478  | 12.1627         |
| 13.2348       | 2.42  | 479  | 11.9153         |
| 9.5835        | 2.42  | 480  | 11.9095         |
| 15.0063       | 2.43  | 481  | 11.9762         |
| 15.4092       | 2.43  | 482  | 11.8680         |
| 12.3844       | 2.44  | 483  | 11.9507         |
| 13.4016       | 2.44  | 484  | 11.9225         |
| 11.4792       | 2.45  | 485  | 12.1126         |
| 13.8797       | 2.45  | 486  | 12.1510         |
| 18.5928       | 2.46  | 487  | 12.2570         |
| 13.6477       | 2.46  | 488  | 12.3241         |
| 22.4358       | 2.47  | 489  | 12.2312         |
| 17.2923       | 2.47  | 490  | 12.2027         |
| 11.48         | 2.48  | 491  | 12.0539         |
| 10.3323       | 2.48  | 492  | 11.8976         |
| 14.0929       | 2.49  | 493  | 11.7817         |
| 12.0909       | 2.49  | 494  | 11.5591         |
| 9.423         | 2.5   | 495  | 11.5174         |
| 8.1287        | 2.51  | 496  | 11.5421         |
| 10.8613       | 2.51  | 497  | 11.6241         |
| 11.4611       | 2.52  | 498  | 11.5344         |
| 12.7018       | 2.52  | 499  | 11.5986         |
| 17.3273       | 2.53  | 500  | 11.5033         |
| 16.0439       | 2.53  | 501  | 11.1007         |
| 14.539        | 2.54  | 502  | 10.8760         |
| 7.0589        | 2.54  | 503  | 10.7327         |
| 11.6276       | 2.55  | 504  | 10.7599         |
| 10.1479       | 2.55  | 505  | 10.8695         |
| 13.2989       | 2.56  | 506  | 10.9525         |
| 16.4704       | 2.56  | 507  | 11.3253         |
| 18.1242       | 2.57  | 508  | 11.7366         |
| 21.6247       | 2.57  | 509  | 11.8208         |
| 13.9039       | 2.58  | 510  | 11.5931         |
| 11.2968       | 2.58  | 511  | 11.1702         |
| 17.976        | 2.59  | 512  | 10.9224         |
| 12.1476       | 2.59  | 513  | 10.7812         |
| 13.8027       | 2.6   | 514  | 10.5978         |
| 13.3929       | 2.6   | 515  | 10.5643         |
| 17.3638       | 2.61  | 516  | 10.5211         |
| 9.8401        | 2.61  | 517  | 10.3864         |
| 13.0578       | 2.62  | 518  | 10.2512         |
| 14.392        | 2.62  | 519  | 10.1746         |
| 10.7301       | 2.63  | 520  | 10.2016         |
| 14.8033       | 2.63  | 521  | 10.1664         |
| 13.271        | 2.64  | 522  | 10.1655         |
| 16.1192       | 2.64  | 523  | 10.1162         |
| 9.8183        | 2.65  | 524  | 10.0769         |
| 17.6523       | 2.65  | 525  | 10.0573         |
| 12.7446       | 2.66  | 526  | 10.1338         |
| 10.9542       | 2.66  | 527  | 10.1883         |
| 8.1954        | 2.67  | 528  | 10.2692         |
| 16.6479       | 2.67  | 529  | 10.3148         |
| 14.0846       | 2.68  | 530  | 10.2876         |
| 13.0152       | 2.68  | 531  | 10.2323         |
| 13.1258       | 2.69  | 532  | 10.1012         |
| 5.0701        | 2.69  | 533  | 9.9887          |
| 15.1393       | 2.7   | 534  | 9.8682          |
| 9.9051        | 2.7   | 535  | 9.7574          |
| 11.4474       | 2.71  | 536  | 9.7252          |
| 10.9439       | 2.71  | 537  | 9.7470          |
| 8.786         | 2.72  | 538  | 9.8965          |
| 11.4062       | 2.72  | 539  | 10.1213         |
| 9.205         | 2.73  | 540  | 10.1330         |
| 14.1248       | 2.73  | 541  | 10.0968         |
| 11.9401       | 2.74  | 542  | 10.1417         |
| 16.5107       | 2.74  | 543  | 10.0643         |
| 10.079        | 2.75  | 544  | 10.0517         |
| 9.3045        | 2.75  | 545  | 9.8812          |
| 14.8159       | 2.76  | 546  | 9.8606          |
| 9.1009        | 2.76  | 547  | 9.7748          |
| 10.4121       | 2.77  | 548  | 9.6525          |
| 10.4866       | 2.77  | 549  | 9.7126          |
| 10.7178       | 2.78  | 550  | 9.6108          |
| 12.415        | 2.78  | 551  | 9.6567          |
| 12.1834       | 2.79  | 552  | 9.7706          |
| 10.0355       | 2.79  | 553  | 9.7263          |
| 16.3484       | 2.8   | 554  | 9.6848          |
| 7.204         | 2.8   | 555  | 9.6095          |
| 15.549        | 2.81  | 556  | 9.5552          |
| 9.6348        | 2.81  | 557  | 9.2366          |
| 16.2535       | 2.82  | 558  | 9.3155          |
| 12.3899       | 2.82  | 559  | 9.5525          |
| 9.3436        | 2.83  | 560  | 9.9644          |
| 8.4053        | 2.83  | 561  | 10.2975         |
| 16.8105       | 2.84  | 562  | 10.4038         |
| 7.285         | 2.84  | 563  | 10.3320         |
| 8.4237        | 2.85  | 564  | 10.2599         |
| 12.1141       | 2.85  | 565  | 10.1950         |
| 14.0935       | 2.86  | 566  | 10.2100         |
| 9.1419        | 2.86  | 567  | 10.1882         |
| 8.1537        | 2.87  | 568  | 9.9599          |
| 8.6482        | 2.87  | 569  | 9.9427          |
| 14.5334       | 2.88  | 570  | 9.9355          |
| 10.3392       | 2.88  | 571  | 10.1868         |
| 8.5175        | 2.89  | 572  | 10.0982         |
| 6.546         | 2.89  | 573  | 9.9767          |
| 9.334         | 2.9   | 574  | 9.8584          |
| 12.3141       | 2.9   | 575  | 9.8305          |
| 8.9897        | 2.91  | 576  | 9.4896          |
| 11.1372       | 2.91  | 577  | 9.3767          |
| 9.2942        | 2.92  | 578  | 9.3251          |
| 7.7962        | 2.92  | 579  | 9.3340          |
| 9.6252        | 2.93  | 580  | 9.2852          |
| 8.1394        | 2.93  | 581  | 9.2926          |
| 13.4093       | 2.94  | 582  | 9.2378          |
| 14.2368       | 2.94  | 583  | 9.1102          |
| 10.0015       | 2.95  | 584  | 9.0621          |
| 13.426        | 2.95  | 585  | 9.0254          |
| 8.0052        | 2.96  | 586  | 9.4062          |
| 8.0357        | 2.96  | 587  | 9.4595          |
| 13.2486       | 2.97  | 588  | 9.6194          |
| 9.0107        | 2.97  | 589  | 9.5655          |
| 8.268         | 2.98  | 590  | 9.5952          |
| 6.6566        | 2.98  | 591  | 9.7574          |
| 11.5516       | 2.99  | 592  | 9.5882          |
| 15.4163       | 2.99  | 593  | 9.1979          |
| 6.2301        | 3.0   | 594  | 9.0748          |


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