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# SChem5Labels-roberta-base-intra-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: 9.9145

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 89.4596       | 0.01  | 1    | 83.6755         |
| 84.7653       | 0.01  | 2    | 83.6720         |
| 89.2849       | 0.02  | 3    | 83.6448         |
| 87.1935       | 0.02  | 4    | 83.6345         |
| 84.2591       | 0.03  | 5    | 83.6206         |
| 85.3097       | 0.03  | 6    | 83.5828         |
| 81.8845       | 0.04  | 7    | 83.5744         |
| 84.4069       | 0.04  | 8    | 83.5324         |
| 86.7935       | 0.05  | 9    | 83.4341         |
| 80.4965       | 0.05  | 10   | 83.2897         |
| 81.2415       | 0.06  | 11   | 83.1848         |
| 82.3844       | 0.06  | 12   | 83.0257         |
| 86.0993       | 0.07  | 13   | 82.8361         |
| 82.2491       | 0.07  | 14   | 82.4712         |
| 86.3995       | 0.08  | 15   | 82.3124         |
| 90.0853       | 0.08  | 16   | 82.4465         |
| 87.4261       | 0.09  | 17   | 82.4230         |
| 86.439        | 0.09  | 18   | 82.4674         |
| 82.4563       | 0.1   | 19   | 82.4701         |
| 79.4918       | 0.1   | 20   | 82.4765         |
| 82.2214       | 0.11  | 21   | 82.6107         |
| 81.8435       | 0.11  | 22   | 82.7518         |
| 78.5517       | 0.12  | 23   | 82.8440         |
| 83.7189       | 0.12  | 24   | 82.8534         |
| 77.9503       | 0.13  | 25   | 83.2009         |
| 79.0447       | 0.13  | 26   | 83.2561         |
| 79.9541       | 0.14  | 27   | 83.5099         |
| 81.6488       | 0.14  | 28   | 83.7860         |
| 84.4131       | 0.15  | 29   | 83.8006         |
| 75.8767       | 0.15  | 30   | 83.6987         |
| 87.0591       | 0.16  | 31   | 84.1967         |
| 81.6699       | 0.16  | 32   | 84.1237         |
| 88.8758       | 0.17  | 33   | 84.1163         |
| 84.3763       | 0.17  | 34   | 84.1378         |
| 83.6359       | 0.18  | 35   | 84.0094         |
| 86.0397       | 0.18  | 36   | 84.0424         |
| 78.3251       | 0.19  | 37   | 83.9625         |
| 80.965        | 0.19  | 38   | 83.2862         |
| 73.0729       | 0.2   | 39   | 82.9193         |
| 77.4418       | 0.2   | 40   | 82.5003         |
| 81.5931       | 0.21  | 41   | 81.7082         |
| 79.7689       | 0.21  | 42   | 80.8753         |
| 84.2173       | 0.22  | 43   | 80.1713         |
| 66.7127       | 0.22  | 44   | 77.8998         |
| 74.2748       | 0.23  | 45   | 71.3597         |
| 68.5444       | 0.23  | 46   | 61.5228         |
| 62.7851       | 0.24  | 47   | 53.3225         |
| 61.8662       | 0.24  | 48   | 49.4436         |
| 46.356        | 0.25  | 49   | 46.3317         |
| 54.9752       | 0.25  | 50   | 44.1004         |
| 42.2421       | 0.26  | 51   | 43.3266         |
| 51.5837       | 0.26  | 52   | 42.0511         |
| 44.8104       | 0.27  | 53   | 40.9520         |
| 38.3341       | 0.27  | 54   | 39.7903         |
| 40.1698       | 0.28  | 55   | 38.4327         |
| 37.089        | 0.28  | 56   | 36.6505         |
| 42.4773       | 0.29  | 57   | 35.2138         |
| 42.3964       | 0.29  | 58   | 34.0839         |
| 37.8295       | 0.3   | 59   | 33.2647         |
| 34.2854       | 0.3   | 60   | 32.6268         |
| 36.5997       | 0.31  | 61   | 32.2817         |
| 37.8606       | 0.31  | 62   | 32.0259         |
| 45.3623       | 0.32  | 63   | 31.9860         |
| 29.8189       | 0.32  | 64   | 31.7020         |
| 35.5113       | 0.33  | 65   | 31.5101         |
| 29.8715       | 0.33  | 66   | 31.0900         |
| 28.0699       | 0.34  | 67   | 30.9353         |
| 23.9819       | 0.34  | 68   | 30.7402         |
| 35.6963       | 0.35  | 69   | 30.6311         |
| 33.1088       | 0.35  | 70   | 30.5734         |
| 38.4529       | 0.36  | 71   | 30.5406         |
| 31.2185       | 0.36  | 72   | 30.4736         |
| 32.9535       | 0.37  | 73   | 30.4074         |
| 35.2241       | 0.37  | 74   | 30.3195         |
| 27.4223       | 0.38  | 75   | 30.2546         |
| 29.1384       | 0.38  | 76   | 30.1933         |
| 28.4591       | 0.39  | 77   | 30.1408         |
| 36.1081       | 0.39  | 78   | 30.1154         |
| 32.7336       | 0.4   | 79   | 30.1092         |
| 39.6682       | 0.4   | 80   | 30.1014         |
| 33.1453       | 0.41  | 81   | 30.0630         |
| 29.4002       | 0.41  | 82   | 30.1967         |
| 33.6409       | 0.42  | 83   | 30.2456         |
| 20.3655       | 0.42  | 84   | 29.9460         |
| 34.8873       | 0.43  | 85   | 29.8227         |
| 26.6124       | 0.43  | 86   | 29.7077         |
| 32.6142       | 0.44  | 87   | 29.6297         |
| 24.5288       | 0.44  | 88   | 29.5803         |
| 37.1846       | 0.45  | 89   | 29.5227         |
| 27.6586       | 0.45  | 90   | 29.4944         |
| 36.4915       | 0.46  | 91   | 29.4874         |
| 37.4324       | 0.46  | 92   | 29.4861         |
| 33.4893       | 0.47  | 93   | 29.4634         |
| 29.9054       | 0.47  | 94   | 29.4591         |
| 27.5194       | 0.48  | 95   | 29.4142         |
| 28.5847       | 0.48  | 96   | 29.9445         |
| 31.0732       | 0.49  | 97   | 31.0934         |
| 37.5064       | 0.49  | 98   | 31.5864         |
| 34.7307       | 0.5   | 99   | 31.4668         |
| 31.9823       | 0.51  | 100  | 30.9052         |
| 32.4003       | 0.51  | 101  | 30.0305         |
| 32.091        | 0.52  | 102  | 29.0932         |
| 30.4212       | 0.52  | 103  | 29.1966         |
| 32.8757       | 0.53  | 104  | 29.1671         |
| 36.7339       | 0.53  | 105  | 29.2019         |
| 31.6358       | 0.54  | 106  | 29.2434         |
| 33.653        | 0.54  | 107  | 29.2685         |
| 28.8414       | 0.55  | 108  | 29.2531         |
| 33.8997       | 0.55  | 109  | 29.2341         |
| 37.2711       | 0.56  | 110  | 29.1726         |
| 42.1194       | 0.56  | 111  | 29.1229         |
| 32.4911       | 0.57  | 112  | 29.0542         |
| 29.9974       | 0.57  | 113  | 29.0044         |
| 30.9965       | 0.58  | 114  | 28.9579         |
| 34.9543       | 0.58  | 115  | 28.9469         |
| 27.5439       | 0.59  | 116  | 28.9273         |
| 32.2517       | 0.59  | 117  | 28.9130         |
| 26.347        | 0.6   | 118  | 28.9212         |
| 32.6042       | 0.6   | 119  | 28.9355         |
| 36.1893       | 0.61  | 120  | 28.9460         |
| 32.1817       | 0.61  | 121  | 28.9344         |
| 30.1513       | 0.62  | 122  | 28.9315         |
| 27.0322       | 0.62  | 123  | 28.9355         |
| 23.0875       | 0.63  | 124  | 28.9630         |
| 42.4224       | 0.63  | 125  | 28.9750         |
| 24.1472       | 0.64  | 126  | 28.9815         |
| 29.1433       | 0.64  | 127  | 28.9634         |
| 28.5253       | 0.65  | 128  | 28.9190         |
| 37.9198       | 0.65  | 129  | 28.8945         |
| 29.2495       | 0.66  | 130  | 28.8945         |
| 38.3069       | 0.66  | 131  | 28.8775         |
| 48.9848       | 0.67  | 132  | 28.8795         |
| 29.3505       | 0.67  | 133  | 28.8880         |
| 34.3351       | 0.68  | 134  | 28.8811         |
| 25.5601       | 0.68  | 135  | 29.0973         |
| 23.5252       | 0.69  | 136  | 28.9805         |
| 30.0139       | 0.69  | 137  | 29.1165         |
| 32.4977       | 0.7   | 138  | 29.6820         |
| 36.7766       | 0.7   | 139  | 30.2047         |
| 29.6341       | 0.71  | 140  | 30.3496         |
| 30.4827       | 0.71  | 141  | 30.2378         |
| 29.8608       | 0.72  | 142  | 30.0973         |
| 28.3085       | 0.72  | 143  | 29.3805         |
| 36.3658       | 0.73  | 144  | 28.6155         |
| 50.0496       | 0.73  | 145  | 28.3261         |
| 33.1156       | 0.74  | 146  | 28.2151         |
| 27.164        | 0.74  | 147  | 28.2534         |
| 28.964        | 0.75  | 148  | 28.3229         |
| 23.4605       | 0.75  | 149  | 28.3811         |
| 31.5738       | 0.76  | 150  | 28.3977         |
| 27.8992       | 0.76  | 151  | 28.4423         |
| 31.8554       | 0.77  | 152  | 28.4564         |
| 25.4797       | 0.77  | 153  | 28.4915         |
| 22.3353       | 0.78  | 154  | 28.5579         |
| 36.9705       | 0.78  | 155  | 28.5593         |
| 24.7804       | 0.79  | 156  | 28.5859         |
| 31.9762       | 0.79  | 157  | 28.5445         |
| 19.491        | 0.8   | 158  | 28.5732         |
| 30.7057       | 0.8   | 159  | 28.5334         |
| 29.2421       | 0.81  | 160  | 28.4083         |
| 34.8892       | 0.81  | 161  | 28.2625         |
| 23.1036       | 0.82  | 162  | 28.1217         |
| 17.7423       | 0.82  | 163  | 28.1093         |
| 37.5742       | 0.83  | 164  | 27.9297         |
| 23.2991       | 0.83  | 165  | 27.8322         |
| 25.411        | 0.84  | 166  | 27.8749         |
| 35.9792       | 0.84  | 167  | 27.9610         |
| 26.8751       | 0.85  | 168  | 27.5815         |
| 24.8663       | 0.85  | 169  | 27.5361         |
| 23.6028       | 0.86  | 170  | 27.4977         |
| 29.4484       | 0.86  | 171  | 27.6902         |
| 29.8933       | 0.87  | 172  | 27.9771         |
| 32.9901       | 0.87  | 173  | 28.0955         |
| 25.7136       | 0.88  | 174  | 28.1428         |
| 24.2364       | 0.88  | 175  | 28.0417         |
| 36.7734       | 0.89  | 176  | 27.8600         |
| 29.1962       | 0.89  | 177  | 27.5479         |
| 25.5069       | 0.9   | 178  | 27.1125         |
| 33.9392       | 0.9   | 179  | 27.3740         |
| 31.255        | 0.91  | 180  | 27.1396         |
| 37.7179       | 0.91  | 181  | 27.1528         |
| 29.8902       | 0.92  | 182  | 27.0559         |
| 28.1281       | 0.92  | 183  | 26.9586         |
| 26.8148       | 0.93  | 184  | 26.9598         |
| 33.5824       | 0.93  | 185  | 26.7136         |
| 28.0432       | 0.94  | 186  | 26.9718         |
| 32.7349       | 0.94  | 187  | 26.9280         |
| 24.9816       | 0.95  | 188  | 26.8057         |
| 21.7538       | 0.95  | 189  | 26.9979         |
| 26.7068       | 0.96  | 190  | 27.0967         |
| 19.977        | 0.96  | 191  | 27.2264         |
| 33.2967       | 0.97  | 192  | 27.4639         |
| 27.8894       | 0.97  | 193  | 27.5211         |
| 22.5604       | 0.98  | 194  | 27.7181         |
| 17.6943       | 0.98  | 195  | 27.6174         |
| 25.4155       | 0.99  | 196  | 27.7372         |
| 32.7127       | 0.99  | 197  | 27.6019         |
| 16.8952       | 1.0   | 198  | 27.3261         |
| 22.5715       | 1.01  | 199  | 27.4150         |
| 21.7793       | 1.01  | 200  | 27.2455         |
| 35.0129       | 1.02  | 201  | 26.6812         |
| 20.8883       | 1.02  | 202  | 26.2439         |
| 21.7934       | 1.03  | 203  | 26.0477         |
| 22.6121       | 1.03  | 204  | 26.0711         |
| 40.9115       | 1.04  | 205  | 25.9249         |
| 35.2806       | 1.04  | 206  | 25.9181         |
| 21.3458       | 1.05  | 207  | 25.9674         |
| 26.7875       | 1.05  | 208  | 26.0143         |
| 24.2318       | 1.06  | 209  | 26.4558         |
| 27.8608       | 1.06  | 210  | 26.4293         |
| 30.6349       | 1.07  | 211  | 26.5924         |
| 23.6962       | 1.07  | 212  | 26.7056         |
| 29.4296       | 1.08  | 213  | 26.4782         |
| 39.2055       | 1.08  | 214  | 26.2493         |
| 55.7575       | 1.09  | 215  | 25.9731         |
| 26.4185       | 1.09  | 216  | 25.3843         |
| 25.2646       | 1.1   | 217  | 25.3128         |
| 27.7177       | 1.1   | 218  | 24.9799         |
| 24.4096       | 1.11  | 219  | 25.3377         |
| 25.2902       | 1.11  | 220  | 25.5005         |
| 20.2935       | 1.12  | 221  | 25.6119         |
| 24.596        | 1.12  | 222  | 25.6883         |
| 27.3586       | 1.13  | 223  | 25.8613         |
| 32.5675       | 1.13  | 224  | 26.0685         |
| 28.6272       | 1.14  | 225  | 26.0497         |
| 25.4216       | 1.14  | 226  | 25.8176         |
| 23.8599       | 1.15  | 227  | 25.4150         |
| 22.3839       | 1.15  | 228  | 24.8914         |
| 19.2673       | 1.16  | 229  | 24.5581         |
| 31.1336       | 1.16  | 230  | 24.5314         |
| 31.4808       | 1.17  | 231  | 24.5829         |
| 28.1658       | 1.17  | 232  | 24.5043         |
| 19.2283       | 1.18  | 233  | 25.0249         |
| 25.5064       | 1.18  | 234  | 25.2326         |
| 24.4671       | 1.19  | 235  | 25.5019         |
| 20.1185       | 1.19  | 236  | 25.2959         |
| 32.9168       | 1.2   | 237  | 25.1826         |
| 23.4989       | 1.2   | 238  | 24.5131         |
| 22.1323       | 1.21  | 239  | 24.4529         |
| 24.6778       | 1.21  | 240  | 24.2728         |
| 19.3963       | 1.22  | 241  | 24.4760         |
| 24.9975       | 1.22  | 242  | 25.0487         |
| 22.4937       | 1.23  | 243  | 25.4319         |
| 35.6933       | 1.23  | 244  | 25.2992         |
| 23.7086       | 1.24  | 245  | 25.1481         |
| 19.3144       | 1.24  | 246  | 25.0637         |
| 34.0155       | 1.25  | 247  | 24.6443         |
| 17.4508       | 1.25  | 248  | 24.3482         |
| 29.0749       | 1.26  | 249  | 23.9065         |
| 23.3115       | 1.26  | 250  | 23.9247         |
| 23.0701       | 1.27  | 251  | 23.9252         |
| 22.1138       | 1.27  | 252  | 23.9034         |
| 21.3924       | 1.28  | 253  | 23.8271         |
| 25.038        | 1.28  | 254  | 23.4853         |
| 24.2346       | 1.29  | 255  | 23.3749         |
| 27.9863       | 1.29  | 256  | 23.3084         |
| 22.5218       | 1.3   | 257  | 23.2382         |
| 20.297        | 1.3   | 258  | 23.1786         |
| 28.8182       | 1.31  | 259  | 23.0030         |
| 27.0186       | 1.31  | 260  | 23.1999         |
| 19.3488       | 1.32  | 261  | 23.1048         |
| 20.3106       | 1.32  | 262  | 23.3329         |
| 22.6951       | 1.33  | 263  | 23.4500         |
| 23.0321       | 1.33  | 264  | 23.2547         |
| 27.1588       | 1.34  | 265  | 23.3537         |
| 18.829        | 1.34  | 266  | 23.3666         |
| 14.4196       | 1.35  | 267  | 23.1982         |
| 23.7947       | 1.35  | 268  | 22.9787         |
| 23.249        | 1.36  | 269  | 23.0070         |
| 21.2461       | 1.36  | 270  | 23.3991         |
| 35.9024       | 1.37  | 271  | 23.5110         |
| 17.3079       | 1.37  | 272  | 23.6370         |
| 25.751        | 1.38  | 273  | 23.8120         |
| 24.6903       | 1.38  | 274  | 23.8988         |
| 29.2765       | 1.39  | 275  | 23.6407         |
| 24.199        | 1.39  | 276  | 23.2726         |
| 13.9923       | 1.4   | 277  | 22.9656         |
| 25.9174       | 1.4   | 278  | 22.7830         |
| 21.2037       | 1.41  | 279  | 22.5169         |
| 16.7699       | 1.41  | 280  | 22.2058         |
| 19.3393       | 1.42  | 281  | 22.1436         |
| 21.2645       | 1.42  | 282  | 22.1342         |
| 20.2207       | 1.43  | 283  | 22.0267         |
| 23.5875       | 1.43  | 284  | 21.9801         |
| 25.5579       | 1.44  | 285  | 21.7648         |
| 17.5429       | 1.44  | 286  | 21.8256         |
| 23.9143       | 1.45  | 287  | 22.2347         |
| 21.5556       | 1.45  | 288  | 22.8790         |
| 26.1947       | 1.46  | 289  | 23.7700         |
| 46.7193       | 1.46  | 290  | 24.3592         |
| 31.0646       | 1.47  | 291  | 24.4683         |
| 23.1417       | 1.47  | 292  | 24.2902         |
| 18.9596       | 1.48  | 293  | 23.8587         |
| 22.1617       | 1.48  | 294  | 22.6618         |
| 17.9608       | 1.49  | 295  | 22.3531         |
| 43.1215       | 1.49  | 296  | 21.4156         |
| 21.6586       | 1.5   | 297  | 21.2482         |
| 13.2052       | 1.51  | 298  | 21.2832         |
| 16.72         | 1.51  | 299  | 21.5485         |
| 17.7807       | 1.52  | 300  | 21.4880         |
| 19.1711       | 1.52  | 301  | 21.3627         |
| 26.1508       | 1.53  | 302  | 21.2757         |
| 28.8054       | 1.53  | 303  | 21.3848         |
| 22.3951       | 1.54  | 304  | 21.7633         |
| 28.3963       | 1.54  | 305  | 21.8489         |
| 18.0886       | 1.55  | 306  | 21.8274         |
| 19.5554       | 1.55  | 307  | 21.7243         |
| 19.8516       | 1.56  | 308  | 21.7389         |
| 20.9763       | 1.56  | 309  | 21.3520         |
| 22.6425       | 1.57  | 310  | 21.0941         |
| 25.2021       | 1.57  | 311  | 20.9070         |
| 15.7158       | 1.58  | 312  | 21.0126         |
| 20.8493       | 1.58  | 313  | 20.7094         |
| 21.3736       | 1.59  | 314  | 20.3227         |
| 35.5515       | 1.59  | 315  | 20.3419         |
| 17.0651       | 1.6   | 316  | 20.2486         |
| 22.5898       | 1.6   | 317  | 20.2985         |
| 14.7959       | 1.61  | 318  | 20.1959         |
| 20.2725       | 1.61  | 319  | 20.1495         |
| 17.638        | 1.62  | 320  | 20.2624         |
| 22.4899       | 1.62  | 321  | 20.1117         |
| 21.2852       | 1.63  | 322  | 20.3698         |
| 39.6989       | 1.63  | 323  | 20.5189         |
| 30.9155       | 1.64  | 324  | 20.5246         |
| 23.2753       | 1.64  | 325  | 20.3677         |
| 26.4878       | 1.65  | 326  | 19.7365         |
| 20.4052       | 1.65  | 327  | 19.4469         |
| 18.1841       | 1.66  | 328  | 19.2911         |
| 16.6556       | 1.66  | 329  | 19.2613         |
| 30.2673       | 1.67  | 330  | 19.4398         |
| 22.0558       | 1.67  | 331  | 19.4038         |
| 21.6452       | 1.68  | 332  | 19.2804         |
| 17.2086       | 1.68  | 333  | 19.0967         |
| 26.4517       | 1.69  | 334  | 19.1218         |
| 34.1959       | 1.69  | 335  | 19.0357         |
| 22.3666       | 1.7   | 336  | 18.7840         |
| 20.7509       | 1.7   | 337  | 18.7600         |
| 24.1713       | 1.71  | 338  | 18.5589         |
| 17.5615       | 1.71  | 339  | 18.5352         |
| 14.5616       | 1.72  | 340  | 18.5948         |
| 22.4756       | 1.72  | 341  | 18.9184         |
| 22.4798       | 1.73  | 342  | 19.3601         |
| 23.343        | 1.73  | 343  | 20.3061         |
| 23.1942       | 1.74  | 344  | 21.4090         |
| 29.3856       | 1.74  | 345  | 22.0832         |
| 17.7287       | 1.75  | 346  | 22.2824         |
| 16.4549       | 1.75  | 347  | 22.7165         |
| 15.9293       | 1.76  | 348  | 22.4824         |
| 16.5986       | 1.76  | 349  | 22.3049         |
| 18.3446       | 1.77  | 350  | 21.4328         |
| 17.3763       | 1.77  | 351  | 20.5889         |
| 20.984        | 1.78  | 352  | 19.7131         |
| 24.4085       | 1.78  | 353  | 19.1254         |
| 21.4041       | 1.79  | 354  | 18.6357         |
| 22.6632       | 1.79  | 355  | 18.5483         |
| 21.3171       | 1.8   | 356  | 18.6856         |
| 29.1508       | 1.8   | 357  | 18.5631         |
| 26.7998       | 1.81  | 358  | 18.1402         |
| 20.0995       | 1.81  | 359  | 17.7777         |
| 14.2875       | 1.82  | 360  | 17.7577         |
| 20.2611       | 1.82  | 361  | 17.7466         |
| 17.6097       | 1.83  | 362  | 17.5791         |
| 14.3316       | 1.83  | 363  | 17.4685         |
| 18.9222       | 1.84  | 364  | 17.8644         |
| 18.2895       | 1.84  | 365  | 17.8897         |
| 19.73         | 1.85  | 366  | 18.0697         |
| 13.8072       | 1.85  | 367  | 18.0360         |
| 21.0182       | 1.86  | 368  | 17.9299         |
| 20.0494       | 1.86  | 369  | 17.7024         |
| 16.8497       | 1.87  | 370  | 17.5141         |
| 14.9938       | 1.87  | 371  | 17.4242         |
| 13.969        | 1.88  | 372  | 17.2701         |
| 13.6995       | 1.88  | 373  | 17.0911         |
| 20.8296       | 1.89  | 374  | 17.3219         |
| 17.8426       | 1.89  | 375  | 17.3090         |
| 19.9371       | 1.9   | 376  | 17.2945         |
| 27.3893       | 1.9   | 377  | 17.1574         |
| 30.3302       | 1.91  | 378  | 17.1240         |
| 22.0399       | 1.91  | 379  | 17.2270         |
| 12.6795       | 1.92  | 380  | 17.7982         |
| 18.4214       | 1.92  | 381  | 18.5979         |
| 21.5418       | 1.93  | 382  | 19.4696         |
| 31.3706       | 1.93  | 383  | 19.9116         |
| 28.0918       | 1.94  | 384  | 19.8615         |
| 23.0076       | 1.94  | 385  | 19.4369         |
| 16.634        | 1.95  | 386  | 19.1358         |
| 16.068        | 1.95  | 387  | 18.4984         |
| 19.393        | 1.96  | 388  | 17.6093         |
| 18.2722       | 1.96  | 389  | 17.1740         |
| 18.1933       | 1.97  | 390  | 16.5176         |
| 14.8745       | 1.97  | 391  | 16.3386         |
| 20.1794       | 1.98  | 392  | 16.4477         |
| 18.4761       | 1.98  | 393  | 16.5697         |
| 21.9184       | 1.99  | 394  | 16.5399         |
| 17.9701       | 1.99  | 395  | 16.4435         |
| 17.8764       | 2.0   | 396  | 16.2456         |
| 20.9235       | 2.01  | 397  | 15.7721         |
| 16.6312       | 2.01  | 398  | 15.5675         |
| 15.5036       | 2.02  | 399  | 15.5861         |
| 19.1082       | 2.02  | 400  | 15.7327         |
| 12.0533       | 2.03  | 401  | 15.7887         |
| 12.3475       | 2.03  | 402  | 15.8304         |
| 17.689        | 2.04  | 403  | 15.6259         |
| 23.3021       | 2.04  | 404  | 15.4512         |
| 11.164        | 2.05  | 405  | 15.1768         |
| 18.6136       | 2.05  | 406  | 15.2289         |
| 15.8079       | 2.06  | 407  | 15.1692         |
| 15.0182       | 2.06  | 408  | 15.0545         |
| 15.5332       | 2.07  | 409  | 14.9604         |
| 17.2648       | 2.07  | 410  | 14.9565         |
| 11.7804       | 2.08  | 411  | 14.9262         |
| 20.5465       | 2.08  | 412  | 14.9470         |
| 11.5057       | 2.09  | 413  | 14.9894         |
| 10.2285       | 2.09  | 414  | 15.0388         |
| 13.4684       | 2.1   | 415  | 15.0387         |
| 11.0121       | 2.1   | 416  | 15.1594         |
| 17.3241       | 2.11  | 417  | 15.4557         |
| 10.9537       | 2.11  | 418  | 15.8467         |
| 23.936        | 2.12  | 419  | 16.1238         |
| 35.9558       | 2.12  | 420  | 16.1662         |
| 9.8893        | 2.13  | 421  | 16.4018         |
| 17.9569       | 2.13  | 422  | 16.4535         |
| 13.1424       | 2.14  | 423  | 16.2606         |
| 25.4078       | 2.14  | 424  | 15.8989         |
| 16.7209       | 2.15  | 425  | 15.4928         |
| 14.8258       | 2.15  | 426  | 15.1166         |
| 15.834        | 2.16  | 427  | 14.9086         |
| 14.6573       | 2.16  | 428  | 14.7235         |
| 16.6282       | 2.17  | 429  | 14.8295         |
| 11.2215       | 2.17  | 430  | 14.9717         |
| 9.4158        | 2.18  | 431  | 15.1385         |
| 16.8757       | 2.18  | 432  | 15.1965         |
| 20.9749       | 2.19  | 433  | 15.4647         |
| 11.7418       | 2.19  | 434  | 15.8168         |
| 15.8388       | 2.2   | 435  | 15.7227         |
| 14.106        | 2.2   | 436  | 15.6806         |
| 17.8599       | 2.21  | 437  | 15.3356         |
| 11.0648       | 2.21  | 438  | 14.9310         |
| 20.3131       | 2.22  | 439  | 14.5681         |
| 23.965        | 2.22  | 440  | 13.9993         |
| 21.063        | 2.23  | 441  | 13.6731         |
| 10.4543       | 2.23  | 442  | 13.4932         |
| 18.5672       | 2.24  | 443  | 13.3908         |
| 17.8642       | 2.24  | 444  | 13.2586         |
| 18.7396       | 2.25  | 445  | 13.3528         |
| 15.284        | 2.25  | 446  | 13.4443         |
| 12.1852       | 2.26  | 447  | 13.5294         |
| 13.1032       | 2.26  | 448  | 13.2447         |
| 15.0467       | 2.27  | 449  | 13.3038         |
| 7.5843        | 2.27  | 450  | 13.4308         |
| 18.363        | 2.28  | 451  | 13.5892         |
| 15.8144       | 2.28  | 452  | 13.8984         |
| 13.4648       | 2.29  | 453  | 14.5417         |
| 12.8802       | 2.29  | 454  | 15.5241         |
| 18.9882       | 2.3   | 455  | 15.8747         |
| 16.5032       | 2.3   | 456  | 15.9138         |
| 18.8756       | 2.31  | 457  | 15.8351         |
| 10.508        | 2.31  | 458  | 15.3167         |
| 14.808        | 2.32  | 459  | 15.0194         |
| 15.2338       | 2.32  | 460  | 14.6045         |
| 13.6413       | 2.33  | 461  | 14.1994         |
| 15.0719       | 2.33  | 462  | 13.6187         |
| 12.0162       | 2.34  | 463  | 12.9315         |
| 13.921        | 2.34  | 464  | 12.7373         |
| 18.2132       | 2.35  | 465  | 12.8645         |
| 12.7605       | 2.35  | 466  | 13.0367         |
| 16.0563       | 2.36  | 467  | 13.1729         |
| 7.3281        | 2.36  | 468  | 13.1582         |
| 14.9387       | 2.37  | 469  | 13.0693         |
| 13.101        | 2.37  | 470  | 13.0861         |
| 17.0025       | 2.38  | 471  | 12.8954         |
| 36.2855       | 2.38  | 472  | 12.6181         |
| 10.1979       | 2.39  | 473  | 12.6292         |
| 9.9517        | 2.39  | 474  | 12.8373         |
| 11.9744       | 2.4   | 475  | 13.0406         |
| 13.3041       | 2.4   | 476  | 13.4310         |
| 11.3776       | 2.41  | 477  | 13.5547         |
| 13.9595       | 2.41  | 478  | 13.5653         |
| 13.1787       | 2.42  | 479  | 13.5002         |
| 14.7792       | 2.42  | 480  | 12.8813         |
| 12.5454       | 2.43  | 481  | 12.6566         |
| 18.6069       | 2.43  | 482  | 12.3591         |
| 12.6922       | 2.44  | 483  | 12.1532         |
| 14.934        | 2.44  | 484  | 12.0369         |
| 9.5491        | 2.45  | 485  | 12.0483         |
| 15.0418       | 2.45  | 486  | 12.0270         |
| 18.8022       | 2.46  | 487  | 11.9999         |
| 10.0481       | 2.46  | 488  | 11.8572         |
| 25.31         | 2.47  | 489  | 11.9427         |
| 15.2495       | 2.47  | 490  | 12.1395         |
| 14.0542       | 2.48  | 491  | 12.4543         |
| 12.4596       | 2.48  | 492  | 12.6851         |
| 18.0297       | 2.49  | 493  | 12.6966         |
| 11.7871       | 2.49  | 494  | 12.4148         |
| 16.6334       | 2.5   | 495  | 12.1549         |
| 8.9134        | 2.51  | 496  | 11.9770         |
| 11.7016       | 2.51  | 497  | 11.6757         |
| 7.8935        | 2.52  | 498  | 11.5399         |
| 12.1674       | 2.52  | 499  | 11.1795         |
| 19.536        | 2.53  | 500  | 11.1558         |
| 13.1041       | 2.53  | 501  | 11.2654         |
| 15.2764       | 2.54  | 502  | 11.2716         |
| 9.2663        | 2.54  | 503  | 11.2054         |
| 11.4619       | 2.55  | 504  | 11.0609         |
| 8.0261        | 2.55  | 505  | 10.9755         |
| 13.5972       | 2.56  | 506  | 11.3141         |
| 10.3409       | 2.56  | 507  | 11.7384         |
| 20.0418       | 2.57  | 508  | 12.1733         |
| 26.9253       | 2.57  | 509  | 12.3193         |
| 11.2388       | 2.58  | 510  | 12.1607         |
| 8.9311        | 2.58  | 511  | 12.2528         |
| 17.1257       | 2.59  | 512  | 12.0049         |
| 13.8365       | 2.59  | 513  | 11.8036         |
| 14.995        | 2.6   | 514  | 11.3070         |
| 14.6521       | 2.6   | 515  | 10.9313         |
| 18.742        | 2.61  | 516  | 10.5874         |
| 8.1213        | 2.61  | 517  | 10.4086         |
| 18.7933       | 2.62  | 518  | 10.4248         |
| 15.7623       | 2.62  | 519  | 10.4341         |
| 10.225        | 2.63  | 520  | 10.6156         |
| 21.5201       | 2.63  | 521  | 10.6641         |
| 11.7498       | 2.64  | 522  | 10.6608         |
| 16.4436       | 2.64  | 523  | 10.5550         |
| 12.1184       | 2.65  | 524  | 10.2968         |
| 16.8464       | 2.65  | 525  | 10.0925         |
| 11.2646       | 2.66  | 526  | 9.9473          |
| 10.8967       | 2.66  | 527  | 10.1696         |
| 9.7703        | 2.67  | 528  | 10.3558         |
| 14.1819       | 2.67  | 529  | 10.3066         |
| 10.4182       | 2.68  | 530  | 10.2298         |
| 11.5164       | 2.68  | 531  | 10.3548         |
| 9.2565        | 2.69  | 532  | 10.4097         |
| 6.9141        | 2.69  | 533  | 10.3336         |
| 14.3832       | 2.7   | 534  | 10.1927         |
| 11.2466       | 2.7   | 535  | 10.1259         |
| 12.8066       | 2.71  | 536  | 10.0494         |
| 12.0108       | 2.71  | 537  | 10.1460         |
| 10.0942       | 2.72  | 538  | 10.1829         |
| 7.8567        | 2.72  | 539  | 9.9463          |
| 12.6345       | 2.73  | 540  | 9.7639          |
| 15.0544       | 2.73  | 541  | 9.8019          |
| 14.1804       | 2.74  | 542  | 10.0159         |
| 18.6054       | 2.74  | 543  | 10.1214         |
| 10.4642       | 2.75  | 544  | 9.9746          |
| 8.4578        | 2.75  | 545  | 9.8639          |
| 13.6304       | 2.76  | 546  | 9.7352          |
| 8.5145        | 2.76  | 547  | 9.7073          |
| 10.7117       | 2.77  | 548  | 9.6309          |
| 5.8628        | 2.77  | 549  | 9.7433          |
| 11.2083       | 2.78  | 550  | 9.6575          |
| 11.1649       | 2.78  | 551  | 9.4999          |
| 11.4849       | 2.79  | 552  | 9.2729          |
| 9.0881        | 2.79  | 553  | 9.1728          |
| 18.0693       | 2.8   | 554  | 9.1824          |
| 7.8191        | 2.8   | 555  | 9.2008          |
| 10.2054       | 2.81  | 556  | 9.2053          |
| 10.1454       | 2.81  | 557  | 9.3379          |
| 11.624        | 2.82  | 558  | 9.6461          |
| 7.4295        | 2.82  | 559  | 9.8270          |
| 7.4637        | 2.83  | 560  | 10.0992         |
| 6.7867        | 2.83  | 561  | 10.2166         |
| 15.8658       | 2.84  | 562  | 10.1630         |
| 12.4848       | 2.84  | 563  | 10.3317         |
| 12.0387       | 2.85  | 564  | 10.4638         |
| 7.2673        | 2.85  | 565  | 10.6405         |
| 9.1854        | 2.86  | 566  | 10.7782         |
| 10.1685       | 2.86  | 567  | 10.9227         |
| 7.6354        | 2.87  | 568  | 11.0231         |
| 10.111        | 2.87  | 569  | 11.0859         |
| 7.3295        | 2.88  | 570  | 10.7644         |
| 10.8504       | 2.88  | 571  | 10.5509         |
| 7.5787        | 2.89  | 572  | 10.0820         |
| 5.9274        | 2.89  | 573  | 9.8500          |
| 3.9817        | 2.9   | 574  | 9.7597          |
| 12.2148       | 2.9   | 575  | 9.8537          |
| 8.1844        | 2.91  | 576  | 9.7887          |
| 9.6362        | 2.91  | 577  | 9.7305          |
| 13.9562       | 2.92  | 578  | 9.5735          |
| 8.8814        | 2.92  | 579  | 9.4084          |
| 9.3854        | 2.93  | 580  | 9.3843          |
| 8.5969        | 2.93  | 581  | 9.6822          |
| 12.6104       | 2.94  | 582  | 9.9750          |
| 24.0705       | 2.94  | 583  | 10.2305         |
| 7.6645        | 2.95  | 584  | 10.1052         |
| 9.2644        | 2.95  | 585  | 9.6610          |
| 8.9639        | 2.96  | 586  | 9.3018          |
| 12.1826       | 2.96  | 587  | 9.1179          |
| 13.6179       | 2.97  | 588  | 9.1900          |
| 9.3484        | 2.97  | 589  | 9.5796          |
| 7.037         | 2.98  | 590  | 9.9948          |
| 8.5522        | 2.98  | 591  | 10.3266         |
| 12.8895       | 2.99  | 592  | 10.4770         |
| 15.4935       | 2.99  | 593  | 10.3398         |
| 9.4062        | 3.0   | 594  | 9.9145          |


### Framework versions

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

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