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# SChem5Labels-roberta-base-inter-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: 27.4801

## 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 138.9686      | 0.01  | 1    | 127.2370        |
| 120.7185      | 0.01  | 2    | 127.2333        |
| 128.3735      | 0.02  | 3    | 127.3673        |
| 135.0025      | 0.02  | 4    | 127.3564        |
| 138.3757      | 0.03  | 5    | 127.3417        |
| 128.4977      | 0.03  | 6    | 127.3231        |
| 134.373       | 0.04  | 7    | 127.3015        |
| 131.753       | 0.04  | 8    | 127.3277        |
| 133.6789      | 0.05  | 9    | 127.3503        |
| 133.4175      | 0.05  | 10   | 127.3998        |
| 126.6903      | 0.06  | 11   | 127.3650        |
| 127.5286      | 0.06  | 12   | 127.3266        |
| 122.6691      | 0.07  | 13   | 127.2859        |
| 118.7931      | 0.07  | 14   | 127.2416        |
| 135.8739      | 0.08  | 15   | 127.1938        |
| 130.4248      | 0.08  | 16   | 127.1430        |
| 132.6222      | 0.09  | 17   | 127.0894        |
| 130.8242      | 0.09  | 18   | 127.0328        |
| 116.4697      | 0.1   | 19   | 126.9729        |
| 130.6416      | 0.1   | 20   | 126.9805        |
| 122.0186      | 0.11  | 21   | 126.9165        |
| 137.3188      | 0.11  | 22   | 126.9010        |
| 125.7957      | 0.12  | 23   | 126.8326        |
| 120.5433      | 0.12  | 24   | 126.7599        |
| 122.741       | 0.13  | 25   | 126.6829        |
| 118.268       | 0.13  | 26   | 126.6043        |
| 130.4305      | 0.14  | 27   | 126.5212        |
| 124.1639      | 0.14  | 28   | 126.4335        |
| 123.4484      | 0.15  | 29   | 126.2904        |
| 119.4489      | 0.15  | 30   | 126.1935        |
| 116.8832      | 0.16  | 31   | 126.0906        |
| 121.2541      | 0.16  | 32   | 125.9333        |
| 120.14        | 0.17  | 33   | 125.8223        |
| 129.4163      | 0.17  | 34   | 125.7078        |
| 118.9669      | 0.18  | 35   | 125.5388        |
| 131.1667      | 0.18  | 36   | 125.3034        |
| 116.9836      | 0.19  | 37   | 125.1414        |
| 122.6708      | 0.19  | 38   | 125.0049        |
| 125.2265      | 0.2   | 39   | 124.8642        |
| 128.532       | 0.2   | 40   | 124.5666        |
| 118.4843      | 0.21  | 41   | 124.3888        |
| 126.5822      | 0.21  | 42   | 123.9186        |
| 124.8521      | 0.22  | 43   | 123.4391        |
| 107.1736      | 0.22  | 44   | 123.1734        |
| 118.6287      | 0.23  | 45   | 122.3938        |
| 120.2966      | 0.23  | 46   | 121.5007        |
| 119.6994      | 0.24  | 47   | 120.8165        |
| 123.379       | 0.24  | 48   | 117.3134        |
| 107.4514      | 0.25  | 49   | 108.9630        |
| 105.2949      | 0.25  | 50   | 97.7955         |
| 96.76         | 0.26  | 51   | 87.2710         |
| 100.3039      | 0.26  | 52   | 82.4136         |
| 79.933        | 0.27  | 53   | 79.9391         |
| 93.4973       | 0.27  | 54   | 79.0361         |
| 77.4817       | 0.28  | 55   | 78.4141         |
| 82.6619       | 0.28  | 56   | 77.8542         |
| 88.269        | 0.29  | 57   | 77.2706         |
| 95.3868       | 0.29  | 58   | 76.3697         |
| 81.4647       | 0.3   | 59   | 75.5865         |
| 82.1365       | 0.3   | 60   | 74.3660         |
| 75.0441       | 0.31  | 61   | 72.2629         |
| 71.0226       | 0.31  | 62   | 71.0302         |
| 75.3109       | 0.32  | 63   | 69.6245         |
| 64.9594       | 0.32  | 64   | 68.3349         |
| 72.6381       | 0.33  | 65   | 67.0301         |
| 71.5507       | 0.33  | 66   | 65.7360         |
| 57.8153       | 0.34  | 67   | 64.5214         |
| 59.1113       | 0.34  | 68   | 63.4640         |
| 66.1924       | 0.35  | 69   | 62.3304         |
| 65.9698       | 0.35  | 70   | 60.6521         |
| 65.4911       | 0.36  | 71   | 59.0765         |
| 72.4412       | 0.36  | 72   | 58.1610         |
| 64.9552       | 0.37  | 73   | 58.0630         |
| 60.9129       | 0.37  | 74   | 57.5974         |
| 58.9426       | 0.38  | 75   | 57.1170         |
| 54.7813       | 0.38  | 76   | 56.6511         |
| 59.2053       | 0.39  | 77   | 56.2658         |
| 60.789        | 0.39  | 78   | 55.9735         |
| 61.9269       | 0.4   | 79   | 55.7480         |
| 72.8491       | 0.4   | 80   | 55.6025         |
| 51.3          | 0.41  | 81   | 55.4305         |
| 52.8366       | 0.41  | 82   | 55.4481         |
| 62.6098       | 0.42  | 83   | 55.2752         |
| 39.8867       | 0.42  | 84   | 55.2190         |
| 58.7404       | 0.43  | 85   | 55.0465         |
| 58.9359       | 0.43  | 86   | 54.7635         |
| 54.7394       | 0.44  | 87   | 54.5787         |
| 46.7675       | 0.44  | 88   | 54.3150         |
| 55.6538       | 0.45  | 89   | 54.0801         |
| 64.0257       | 0.45  | 90   | 53.8743         |
| 63.6033       | 0.46  | 91   | 52.8760         |
| 56.4329       | 0.46  | 92   | 52.0153         |
| 52.97         | 0.47  | 93   | 51.7925         |
| 55.8152       | 0.47  | 94   | 51.7179         |
| 49.2325       | 0.48  | 95   | 51.6305         |
| 48.8337       | 0.48  | 96   | 51.5785         |
| 50.0746       | 0.49  | 97   | 51.5586         |
| 62.731        | 0.49  | 98   | 51.4743         |
| 47.404        | 0.5   | 99   | 51.4529         |
| 52.8723       | 0.51  | 100  | 52.4284         |
| 54.1613       | 0.51  | 101  | 53.1946         |
| 58.8607       | 0.52  | 102  | 53.3404         |
| 49.5531       | 0.52  | 103  | 53.4031         |
| 60.4604       | 0.53  | 104  | 53.3031         |
| 55.1133       | 0.53  | 105  | 53.1764         |
| 52.0657       | 0.54  | 106  | 53.2590         |
| 67.7288       | 0.54  | 107  | 53.2438         |
| 49.8001       | 0.55  | 108  | 53.3715         |
| 59.2619       | 0.55  | 109  | 53.4554         |
| 61.1976       | 0.56  | 110  | 53.4540         |
| 68.247        | 0.56  | 111  | 53.4973         |
| 62.7938       | 0.57  | 112  | 53.5115         |
| 57.7924       | 0.57  | 113  | 53.5333         |
| 44.3867       | 0.58  | 114  | 53.4543         |
| 58.0581       | 0.58  | 115  | 53.4003         |
| 60.3199       | 0.59  | 116  | 53.3653         |
| 59.2032       | 0.59  | 117  | 53.3141         |
| 50.8004       | 0.6   | 118  | 53.1643         |
| 59.0821       | 0.6   | 119  | 53.0262         |
| 62.8669       | 0.61  | 120  | 52.3758         |
| 48.4198       | 0.61  | 121  | 51.5509         |
| 62.3083       | 0.62  | 122  | 50.4179         |
| 49.9772       | 0.62  | 123  | 50.1090         |
| 46.5556       | 0.63  | 124  | 50.0354         |
| 60.8601       | 0.63  | 125  | 50.0345         |
| 51.0555       | 0.64  | 126  | 49.9778         |
| 47.1371       | 0.64  | 127  | 50.6724         |
| 52.4858       | 0.65  | 128  | 52.0416         |
| 67.8397       | 0.65  | 129  | 52.9242         |
| 50.4634       | 0.66  | 130  | 53.0066         |
| 70.1125       | 0.66  | 131  | 52.5268         |
| 73.8806       | 0.67  | 132  | 51.1204         |
| 51.636        | 0.67  | 133  | 50.0460         |
| 57.2551       | 0.68  | 134  | 49.9540         |
| 38.3966       | 0.68  | 135  | 50.0219         |
| 45.0349       | 0.69  | 136  | 49.9965         |
| 56.4766       | 0.69  | 137  | 49.9533         |
| 60.4121       | 0.7   | 138  | 50.0208         |
| 61.5634       | 0.7   | 139  | 50.0769         |
| 55.4594       | 0.71  | 140  | 50.1836         |
| 42.7844       | 0.71  | 141  | 50.2441         |
| 48.8867       | 0.72  | 142  | 50.1547         |
| 44.062        | 0.72  | 143  | 50.0601         |
| 58.2589       | 0.73  | 144  | 49.9520         |
| 74.0139       | 0.73  | 145  | 50.2302         |
| 48.8862       | 0.74  | 146  | 50.5630         |
| 43.3423       | 0.74  | 147  | 51.2039         |
| 51.8421       | 0.75  | 148  | 51.6010         |
| 46.517        | 0.75  | 149  | 51.7062         |
| 55.7772       | 0.76  | 150  | 52.0580         |
| 53.4972       | 0.76  | 151  | 52.1814         |
| 45.5872       | 0.77  | 152  | 52.3189         |
| 47.0232       | 0.77  | 153  | 52.3568         |
| 47.9327       | 0.78  | 154  | 52.3961         |
| 70.9423       | 0.78  | 155  | 52.3111         |
| 51.9214       | 0.79  | 156  | 52.1652         |
| 55.1105       | 0.79  | 157  | 51.9931         |
| 51.1834       | 0.8   | 158  | 51.9123         |
| 57.0484       | 0.8   | 159  | 51.8188         |
| 55.0456       | 0.81  | 160  | 51.7955         |
| 54.3575       | 0.81  | 161  | 51.6635         |
| 51.2852       | 0.82  | 162  | 51.5056         |
| 36.7884       | 0.82  | 163  | 51.3167         |
| 54.5557       | 0.83  | 164  | 51.3493         |
| 40.4425       | 0.83  | 165  | 51.3590         |
| 46.1349       | 0.84  | 166  | 51.4338         |
| 60.1466       | 0.84  | 167  | 51.3788         |
| 50.7662       | 0.85  | 168  | 50.8230         |
| 52.2608       | 0.85  | 169  | 50.5789         |
| 45.1559       | 0.86  | 170  | 50.3494         |
| 57.2889       | 0.86  | 171  | 50.2165         |
| 56.0921       | 0.87  | 172  | 50.0757         |
| 52.722        | 0.87  | 173  | 50.0169         |
| 45.4123       | 0.88  | 174  | 49.9606         |
| 45.9095       | 0.88  | 175  | 50.0091         |
| 65.9068       | 0.89  | 176  | 49.9890         |
| 49.2683       | 0.89  | 177  | 49.8314         |
| 44.307        | 0.9   | 178  | 49.6834         |
| 54.5695       | 0.9   | 179  | 49.6500         |
| 69.2752       | 0.91  | 180  | 49.4470         |
| 62.9881       | 0.91  | 181  | 49.2586         |
| 55.9713       | 0.92  | 182  | 49.1094         |
| 50.2016       | 0.92  | 183  | 49.2460         |
| 53.5245       | 0.93  | 184  | 49.1164         |
| 50.8094       | 0.93  | 185  | 48.9893         |
| 51.1158       | 0.94  | 186  | 49.1540         |
| 57.8486       | 0.94  | 187  | 49.1709         |
| 48.274        | 0.95  | 188  | 49.25           |
| 47.041        | 0.95  | 189  | 49.2257         |
| 51.4935       | 0.96  | 190  | 49.2029         |
| 42.6965       | 0.96  | 191  | 49.3095         |
| 51.0606       | 0.97  | 192  | 49.2321         |
| 52.6303       | 0.97  | 193  | 49.0192         |
| 45.4487       | 0.98  | 194  | 49.0538         |
| 47.6848       | 0.98  | 195  | 49.0091         |
| 53.8709       | 0.99  | 196  | 49.0543         |
| 58.171        | 0.99  | 197  | 49.0079         |
| 32.0964       | 1.0   | 198  | 48.7450         |
| 47.7755       | 1.01  | 199  | 48.7766         |
| 38.6861       | 1.01  | 200  | 48.8080         |
| 54.1529       | 1.02  | 201  | 48.8560         |
| 43.0827       | 1.02  | 202  | 48.7465         |
| 39.7459       | 1.03  | 203  | 48.5687         |
| 43.7373       | 1.03  | 204  | 48.4459         |
| 63.1071       | 1.04  | 205  | 48.6525         |
| 60.0916       | 1.04  | 206  | 49.0112         |
| 53.2158       | 1.05  | 207  | 49.1186         |
| 46.4029       | 1.05  | 208  | 49.4570         |
| 42.095        | 1.06  | 209  | 49.5258         |
| 43.8126       | 1.06  | 210  | 49.7414         |
| 54.4163       | 1.07  | 211  | 49.6425         |
| 51.6706       | 1.07  | 212  | 49.3554         |
| 50.4974       | 1.08  | 213  | 48.9004         |
| 62.0248       | 1.08  | 214  | 48.1661         |
| 77.7386       | 1.09  | 215  | 47.5957         |
| 48.2104       | 1.09  | 216  | 47.2422         |
| 45.6535       | 1.1   | 217  | 47.1651         |
| 43.4246       | 1.1   | 218  | 47.1433         |
| 50.6706       | 1.11  | 219  | 47.2556         |
| 48.9664       | 1.11  | 220  | 47.3480         |
| 45.3812       | 1.12  | 221  | 47.2453         |
| 46.2006       | 1.12  | 222  | 47.1926         |
| 51.8296       | 1.13  | 223  | 47.3372         |
| 53.773        | 1.13  | 224  | 47.5867         |
| 54.0152       | 1.14  | 225  | 47.7112         |
| 47.2224       | 1.14  | 226  | 47.5197         |
| 40.6755       | 1.15  | 227  | 47.2618         |
| 44.5099       | 1.15  | 228  | 47.0964         |
| 44.3199       | 1.16  | 229  | 47.2791         |
| 57.1603       | 1.16  | 230  | 48.2669         |
| 55.4289       | 1.17  | 231  | 48.4436         |
| 52.2618       | 1.17  | 232  | 48.5278         |
| 36.0036       | 1.18  | 233  | 48.7779         |
| 46.8702       | 1.18  | 234  | 48.6045         |
| 44.2636       | 1.19  | 235  | 48.1175         |
| 51.4829       | 1.19  | 236  | 47.8347         |
| 56.8647       | 1.2   | 237  | 47.2599         |
| 54.8276       | 1.2   | 238  | 46.5697         |
| 53.3241       | 1.21  | 239  | 46.7724         |
| 42.1547       | 1.21  | 240  | 47.0997         |
| 39.7932       | 1.22  | 241  | 47.3625         |
| 57.254        | 1.22  | 242  | 47.8289         |
| 44.2235       | 1.23  | 243  | 48.6367         |
| 64.103        | 1.23  | 244  | 48.7414         |
| 47.5678       | 1.24  | 245  | 49.1312         |
| 42.3283       | 1.24  | 246  | 48.2997         |
| 51.673        | 1.25  | 247  | 47.7056         |
| 44.4902       | 1.25  | 248  | 46.8782         |
| 47.3068       | 1.26  | 249  | 46.7749         |
| 47.9246       | 1.26  | 250  | 46.6994         |
| 41.0771       | 1.27  | 251  | 46.4189         |
| 52.095        | 1.27  | 252  | 46.7056         |
| 50.3141       | 1.28  | 253  | 46.7165         |
| 41.2363       | 1.28  | 254  | 46.7646         |
| 53.4753       | 1.29  | 255  | 46.4807         |
| 46.1095       | 1.29  | 256  | 46.2813         |
| 41.1051       | 1.3   | 257  | 46.2609         |
| 44.0136       | 1.3   | 258  | 46.2985         |
| 61.9067       | 1.31  | 259  | 46.3632         |
| 53.7053       | 1.31  | 260  | 46.4073         |
| 56.7968       | 1.32  | 261  | 46.5722         |
| 42.87         | 1.32  | 262  | 46.9966         |
| 41.5902       | 1.33  | 263  | 47.2174         |
| 53.7023       | 1.33  | 264  | 46.9422         |
| 50.5831       | 1.34  | 265  | 46.8197         |
| 39.1723       | 1.34  | 266  | 46.1597         |
| 34.3399       | 1.35  | 267  | 45.1957         |
| 54.5808       | 1.35  | 268  | 44.5354         |
| 45.1675       | 1.36  | 269  | 44.1766         |
| 38.2775       | 1.36  | 270  | 44.2588         |
| 46.7762       | 1.37  | 271  | 44.9078         |
| 39.8703       | 1.37  | 272  | 45.4209         |
| 48.7304       | 1.38  | 273  | 45.5037         |
| 51.6803       | 1.38  | 274  | 45.3879         |
| 47.1355       | 1.39  | 275  | 45.1403         |
| 40.0921       | 1.39  | 276  | 44.6654         |
| 44.4695       | 1.4   | 277  | 44.3359         |
| 41.4919       | 1.4   | 278  | 43.9408         |
| 43.3088       | 1.41  | 279  | 43.8116         |
| 39.1735       | 1.41  | 280  | 44.3690         |
| 40.4212       | 1.42  | 281  | 44.6669         |
| 38.8164       | 1.42  | 282  | 45.4212         |
| 45.0218       | 1.43  | 283  | 45.3681         |
| 46.8474       | 1.43  | 284  | 44.7396         |
| 48.0831       | 1.44  | 285  | 43.9541         |
| 42.6297       | 1.44  | 286  | 43.5577         |
| 56.8468       | 1.45  | 287  | 43.9726         |
| 33.2679       | 1.45  | 288  | 44.2304         |
| 52.2344       | 1.46  | 289  | 45.0097         |
| 71.2597       | 1.46  | 290  | 45.8103         |
| 50.8484       | 1.47  | 291  | 46.0011         |
| 49.1839       | 1.47  | 292  | 46.2515         |
| 33.1307       | 1.48  | 293  | 46.5617         |
| 39.5633       | 1.48  | 294  | 46.8620         |
| 40.316        | 1.49  | 295  | 46.6552         |
| 80.6441       | 1.49  | 296  | 46.1200         |
| 49.318        | 1.5   | 297  | 45.4841         |
| 39.9915       | 1.51  | 298  | 45.0226         |
| 53.4811       | 1.51  | 299  | 44.4793         |
| 33.343        | 1.52  | 300  | 44.0761         |
| 53.8327       | 1.52  | 301  | 43.6618         |
| 36.892        | 1.53  | 302  | 43.3230         |
| 52.313        | 1.53  | 303  | 42.4569         |
| 54.4899       | 1.54  | 304  | 42.5892         |
| 48.3641       | 1.54  | 305  | 42.5024         |
| 37.4669       | 1.55  | 306  | 41.9262         |
| 45.5793       | 1.55  | 307  | 41.4040         |
| 31.2521       | 1.56  | 308  | 40.9817         |
| 42.1861       | 1.56  | 309  | 40.9448         |
| 51.4261       | 1.57  | 310  | 40.9171         |
| 48.6519       | 1.57  | 311  | 41.0138         |
| 39.8936       | 1.58  | 312  | 41.2336         |
| 39.6749       | 1.58  | 313  | 41.5365         |
| 36.6927       | 1.59  | 314  | 41.7896         |
| 80.0342       | 1.59  | 315  | 42.8038         |
| 41.7728       | 1.6   | 316  | 43.7052         |
| 43.2239       | 1.6   | 317  | 43.5702         |
| 35.9381       | 1.61  | 318  | 42.6406         |
| 40.1904       | 1.61  | 319  | 41.4113         |
| 37.7131       | 1.62  | 320  | 40.3763         |
| 44.3527       | 1.62  | 321  | 40.2577         |
| 53.0281       | 1.63  | 322  | 40.4171         |
| 65.0224       | 1.63  | 323  | 40.2901         |
| 41.4724       | 1.64  | 324  | 40.1893         |
| 47.3771       | 1.64  | 325  | 40.3141         |
| 51.9549       | 1.65  | 326  | 39.9207         |
| 51.4298       | 1.65  | 327  | 39.4805         |
| 46.5565       | 1.66  | 328  | 39.2845         |
| 38.9062       | 1.66  | 329  | 39.7176         |
| 49.7347       | 1.67  | 330  | 40.1387         |
| 50.294        | 1.67  | 331  | 40.8241         |
| 49.411        | 1.68  | 332  | 41.0852         |
| 40.1737       | 1.68  | 333  | 41.5964         |
| 51.1413       | 1.69  | 334  | 41.3556         |
| 58.043        | 1.69  | 335  | 40.6724         |
| 49.7792       | 1.7   | 336  | 39.5068         |
| 38.5879       | 1.7   | 337  | 38.7293         |
| 46.2292       | 1.71  | 338  | 38.2296         |
| 52.7539       | 1.71  | 339  | 38.2617         |
| 35.3296       | 1.72  | 340  | 38.6133         |
| 43.4012       | 1.72  | 341  | 38.7181         |
| 48.392        | 1.73  | 342  | 38.4704         |
| 49.1342       | 1.73  | 343  | 38.1409         |
| 35.3354       | 1.74  | 344  | 37.7988         |
| 56.664        | 1.74  | 345  | 37.9887         |
| 31.8089       | 1.75  | 346  | 37.8637         |
| 49.4351       | 1.75  | 347  | 37.8794         |
| 31.1849       | 1.76  | 348  | 38.1458         |
| 38.4142       | 1.76  | 349  | 38.0053         |
| 34.3037       | 1.77  | 350  | 38.1359         |
| 35.8283       | 1.77  | 351  | 37.9902         |
| 39.1381       | 1.78  | 352  | 37.6682         |
| 35.2961       | 1.78  | 353  | 37.6208         |
| 42.5593       | 1.79  | 354  | 37.9750         |
| 52.3516       | 1.79  | 355  | 38.2693         |
| 42.1108       | 1.8   | 356  | 38.3844         |
| 49.3112       | 1.8   | 357  | 38.6326         |
| 51.4336       | 1.81  | 358  | 38.3847         |
| 40.4972       | 1.81  | 359  | 38.3165         |
| 35.8041       | 1.82  | 360  | 38.2847         |
| 49.4688       | 1.82  | 361  | 37.9410         |
| 43.0467       | 1.83  | 362  | 37.5973         |
| 27.7246       | 1.83  | 363  | 37.5457         |
| 39.5738       | 1.84  | 364  | 37.2312         |
| 28.1867       | 1.84  | 365  | 37.0697         |
| 44.9317       | 1.85  | 366  | 37.0869         |
| 30.8674       | 1.85  | 367  | 37.0047         |
| 36.0451       | 1.86  | 368  | 37.0018         |
| 40.8521       | 1.86  | 369  | 37.2195         |
| 42.6139       | 1.87  | 370  | 37.4755         |
| 28.9535       | 1.87  | 371  | 37.4133         |
| 33.5564       | 1.88  | 372  | 37.3094         |
| 35.1066       | 1.88  | 373  | 37.0734         |
| 53.6794       | 1.89  | 374  | 37.0387         |
| 44.0131       | 1.89  | 375  | 36.8043         |
| 35.067        | 1.9   | 376  | 36.7458         |
| 42.4547       | 1.9   | 377  | 36.9839         |
| 52.0947       | 1.91  | 378  | 36.9200         |
| 41.0771       | 1.91  | 379  | 37.1539         |
| 35.7379       | 1.92  | 380  | 37.5779         |
| 35.829        | 1.92  | 381  | 37.5736         |
| 43.1359       | 1.93  | 382  | 37.1673         |
| 48.2217       | 1.93  | 383  | 36.7897         |
| 52.4709       | 1.94  | 384  | 36.4440         |
| 33.5192       | 1.94  | 385  | 35.8123         |
| 35.2194       | 1.95  | 386  | 36.0225         |
| 34.1176       | 1.95  | 387  | 36.0727         |
| 34.6739       | 1.96  | 388  | 35.8461         |
| 32.973        | 1.96  | 389  | 35.7374         |
| 32.7222       | 1.97  | 390  | 35.3409         |
| 32.9372       | 1.97  | 391  | 35.2908         |
| 41.8812       | 1.98  | 392  | 34.9969         |
| 34.9151       | 1.98  | 393  | 35.1340         |
| 40.2993       | 1.99  | 394  | 35.2679         |
| 42.3207       | 1.99  | 395  | 35.7110         |
| 33.4262       | 2.0   | 396  | 35.9728         |
| 35.2588       | 2.01  | 397  | 36.0527         |
| 34.649        | 2.01  | 398  | 35.6631         |
| 41.3983       | 2.02  | 399  | 35.0881         |
| 50.5435       | 2.02  | 400  | 34.3061         |
| 42.6457       | 2.03  | 401  | 33.9942         |
| 39.5113       | 2.03  | 402  | 34.1117         |
| 36.7795       | 2.04  | 403  | 34.7009         |
| 37.4694       | 2.04  | 404  | 35.4385         |
| 26.7151       | 2.05  | 405  | 35.6076         |
| 41.1515       | 2.05  | 406  | 35.4470         |
| 28.8916       | 2.06  | 407  | 35.4043         |
| 38.8955       | 2.06  | 408  | 35.0426         |
| 38.7603       | 2.07  | 409  | 34.4601         |
| 37.6897       | 2.07  | 410  | 33.9817         |
| 31.7244       | 2.08  | 411  | 33.8431         |
| 36.0114       | 2.08  | 412  | 33.8030         |
| 29.2062       | 2.09  | 413  | 34.0696         |
| 32.9794       | 2.09  | 414  | 34.0274         |
| 28.0172       | 2.1   | 415  | 33.9580         |
| 25.4286       | 2.1   | 416  | 33.7486         |
| 24.7631       | 2.11  | 417  | 34.1689         |
| 30.5483       | 2.11  | 418  | 34.4400         |
| 45.4362       | 2.12  | 419  | 34.5708         |
| 63.6236       | 2.12  | 420  | 34.5263         |
| 24.6728       | 2.13  | 421  | 34.4679         |
| 55.1277       | 2.13  | 422  | 34.3449         |
| 32.6898       | 2.14  | 423  | 34.0883         |
| 49.2816       | 2.14  | 424  | 33.7760         |
| 31.8717       | 2.15  | 425  | 33.6188         |
| 35.4245       | 2.15  | 426  | 33.6710         |
| 29.332        | 2.16  | 427  | 33.5579         |
| 26.4663       | 2.16  | 428  | 33.2873         |
| 43.251        | 2.17  | 429  | 33.2587         |
| 23.1925       | 2.17  | 430  | 33.4214         |
| 32.4293       | 2.18  | 431  | 33.3117         |
| 44.087        | 2.18  | 432  | 33.2615         |
| 32.8528       | 2.19  | 433  | 33.1414         |
| 31.5468       | 2.19  | 434  | 33.2305         |
| 31.124        | 2.2   | 435  | 33.3165         |
| 39.8501       | 2.2   | 436  | 33.4737         |
| 37.3844       | 2.21  | 437  | 33.6409         |
| 30.624        | 2.21  | 438  | 33.7745         |
| 34.4928       | 2.22  | 439  | 33.7146         |
| 37.4728       | 2.22  | 440  | 33.3977         |
| 35.4166       | 2.23  | 441  | 33.1589         |
| 32.9482       | 2.23  | 442  | 32.6428         |
| 34.9796       | 2.24  | 443  | 32.1870         |
| 23.5815       | 2.24  | 444  | 32.3189         |
| 38.3954       | 2.25  | 445  | 32.4421         |
| 38.5279       | 2.25  | 446  | 32.4443         |
| 40.1771       | 2.26  | 447  | 32.5611         |
| 39.0438       | 2.26  | 448  | 32.4923         |
| 27.1173       | 2.27  | 449  | 32.7075         |
| 20.2192       | 2.27  | 450  | 32.7253         |
| 36.6767       | 2.28  | 451  | 32.9365         |
| 27.8567       | 2.28  | 452  | 33.0797         |
| 33.7808       | 2.29  | 453  | 33.4631         |
| 33.8078       | 2.29  | 454  | 33.5840         |
| 35.8143       | 2.3   | 455  | 33.4795         |
| 31.5582       | 2.3   | 456  | 33.2124         |
| 42.083        | 2.31  | 457  | 32.6277         |
| 27.4153       | 2.31  | 458  | 32.1474         |
| 33.8633       | 2.32  | 459  | 31.8866         |
| 25.4844       | 2.32  | 460  | 31.7056         |
| 36.9245       | 2.33  | 461  | 31.6881         |
| 43.395        | 2.33  | 462  | 31.8280         |
| 38.9682       | 2.34  | 463  | 31.7795         |
| 27.3057       | 2.34  | 464  | 31.7522         |
| 47.0625       | 2.35  | 465  | 31.4617         |
| 25.9745       | 2.35  | 466  | 31.6224         |
| 36.4751       | 2.36  | 467  | 31.5250         |
| 26.5984       | 2.36  | 468  | 31.1744         |
| 43.5532       | 2.37  | 469  | 31.2680         |
| 32.2959       | 2.37  | 470  | 31.2210         |
| 31.5374       | 2.38  | 471  | 31.2089         |
| 57.1429       | 2.38  | 472  | 31.3640         |
| 24.7496       | 2.39  | 473  | 31.7906         |
| 24.4448       | 2.39  | 474  | 31.9505         |
| 37.3478       | 2.4   | 475  | 32.4636         |
| 33.2989       | 2.4   | 476  | 32.5690         |
| 29.8185       | 2.41  | 477  | 32.1303         |
| 19.3251       | 2.41  | 478  | 31.7956         |
| 36.3268       | 2.42  | 479  | 31.5055         |
| 30.9275       | 2.42  | 480  | 31.2476         |
| 30.6078       | 2.43  | 481  | 31.2731         |
| 40.2818       | 2.43  | 482  | 31.2819         |
| 25.0252       | 2.44  | 483  | 31.2777         |
| 34.9527       | 2.44  | 484  | 31.1530         |
| 33.0477       | 2.45  | 485  | 31.2030         |
| 34.9902       | 2.45  | 486  | 31.3302         |
| 34.0885       | 2.46  | 487  | 31.4724         |
| 19.7763       | 2.46  | 488  | 31.5512         |
| 34.8331       | 2.47  | 489  | 31.8019         |
| 41.6425       | 2.47  | 490  | 31.8546         |
| 24.347        | 2.48  | 491  | 31.5618         |
| 36.1395       | 2.48  | 492  | 31.3826         |
| 34.3895       | 2.49  | 493  | 31.2164         |
| 34.1703       | 2.49  | 494  | 30.5302         |
| 38.4296       | 2.5   | 495  | 30.5446         |
| 23.6898       | 2.51  | 496  | 30.3110         |
| 46.4695       | 2.51  | 497  | 30.1264         |
| 29.731        | 2.52  | 498  | 29.9213         |
| 35.3666       | 2.52  | 499  | 29.8999         |
| 33.5369       | 2.53  | 500  | 29.8983         |
| 38.0088       | 2.53  | 501  | 29.8452         |
| 37.7099       | 2.54  | 502  | 29.7894         |
| 23.8798       | 2.54  | 503  | 29.7536         |
| 24.2025       | 2.55  | 504  | 29.7811         |
| 25.2918       | 2.55  | 505  | 29.5778         |
| 30.3063       | 2.56  | 506  | 29.4913         |
| 29.4399       | 2.56  | 507  | 29.3792         |
| 39.3862       | 2.57  | 508  | 29.0943         |
| 45.3382       | 2.57  | 509  | 29.2791         |
| 29.5157       | 2.58  | 510  | 29.2750         |
| 29.7839       | 2.58  | 511  | 29.1356         |
| 35.8658       | 2.59  | 512  | 29.4317         |
| 39.5128       | 2.59  | 513  | 29.4500         |
| 30.608        | 2.6   | 514  | 29.5768         |
| 40.1102       | 2.6   | 515  | 29.7401         |
| 34.752        | 2.61  | 516  | 29.8389         |
| 24.3923       | 2.61  | 517  | 29.7407         |
| 43.7968       | 2.62  | 518  | 29.6055         |
| 29.387        | 2.62  | 519  | 29.6762         |
| 28.5015       | 2.63  | 520  | 29.4403         |
| 40.807        | 2.63  | 521  | 29.1843         |
| 22.0893       | 2.64  | 522  | 29.0642         |
| 38.7959       | 2.64  | 523  | 28.9531         |
| 26.0387       | 2.65  | 524  | 28.7957         |
| 29.3994       | 2.65  | 525  | 28.6608         |
| 30.3096       | 2.66  | 526  | 28.7323         |
| 25.1864       | 2.66  | 527  | 28.6039         |
| 29.8897       | 2.67  | 528  | 28.4981         |
| 42.467        | 2.67  | 529  | 28.3779         |
| 28.6561       | 2.68  | 530  | 28.4896         |
| 27.0795       | 2.68  | 531  | 28.3400         |
| 35.4381       | 2.69  | 532  | 28.4305         |
| 22.4029       | 2.69  | 533  | 28.2875         |
| 33.0437       | 2.7   | 534  | 28.2107         |
| 30.8504       | 2.7   | 535  | 28.2414         |
| 31.4863       | 2.71  | 536  | 28.2265         |
| 30.6156       | 2.71  | 537  | 28.1870         |
| 29.9755       | 2.72  | 538  | 28.1378         |
| 17.5843       | 2.72  | 539  | 28.1050         |
| 24.8413       | 2.73  | 540  | 28.3354         |
| 37.2236       | 2.73  | 541  | 28.4092         |
| 33.436        | 2.74  | 542  | 28.5610         |
| 31.0878       | 2.74  | 543  | 28.4830         |
| 30.9284       | 2.75  | 544  | 28.1717         |
| 33.129        | 2.75  | 545  | 28.0974         |
| 23.3431       | 2.76  | 546  | 27.9845         |
| 21.86         | 2.76  | 547  | 27.8435         |
| 20.4963       | 2.77  | 548  | 27.7017         |
| 26.7381       | 2.77  | 549  | 27.7731         |
| 33.9401       | 2.78  | 550  | 27.7985         |
| 27.2136       | 2.78  | 551  | 27.7578         |
| 30.4494       | 2.79  | 552  | 27.7619         |
| 20.4941       | 2.79  | 553  | 27.5685         |
| 39.6308       | 2.8   | 554  | 27.4699         |
| 22.6506       | 2.8   | 555  | 27.3289         |
| 31.3929       | 2.81  | 556  | 27.5243         |
| 29.5297       | 2.81  | 557  | 27.4423         |
| 28.4704       | 2.82  | 558  | 27.5156         |
| 23.6          | 2.82  | 559  | 27.7621         |
| 12.9285       | 2.83  | 560  | 27.9428         |
| 19.1121       | 2.83  | 561  | 27.7400         |
| 23.6311       | 2.84  | 562  | 27.9111         |
| 31.8011       | 2.84  | 563  | 27.7625         |
| 27.4875       | 2.85  | 564  | 27.7456         |
| 25.5157       | 2.85  | 565  | 27.9024         |
| 18.5002       | 2.86  | 566  | 27.6358         |
| 20.632        | 2.86  | 567  | 27.5865         |
| 26.0763       | 2.87  | 568  | 28.1457         |
| 32.4745       | 2.87  | 569  | 28.5440         |
| 30.5853       | 2.88  | 570  | 29.1079         |
| 26.4693       | 2.88  | 571  | 29.3365         |
| 26.5458       | 2.89  | 572  | 29.3263         |
| 17.3601       | 2.89  | 573  | 29.4778         |
| 23.2713       | 2.9   | 574  | 29.2160         |
| 36.4652       | 2.9   | 575  | 28.8511         |
| 23.7656       | 2.91  | 576  | 28.4567         |
| 38.9933       | 2.91  | 577  | 28.0694         |
| 26.8864       | 2.92  | 578  | 27.8225         |
| 24.2137       | 2.92  | 579  | 27.5798         |
| 19.0712       | 2.93  | 580  | 27.3621         |
| 24.8204       | 2.93  | 581  | 27.5857         |
| 26.9769       | 2.94  | 582  | 27.3808         |
| 34.1923       | 2.94  | 583  | 27.1970         |
| 15.1379       | 2.95  | 584  | 27.1632         |
| 28.2192       | 2.95  | 585  | 27.1176         |
| 26.2013       | 2.96  | 586  | 27.1635         |
| 35.3882       | 2.96  | 587  | 26.8655         |
| 33.71         | 2.97  | 588  | 26.9675         |
| 20.2638       | 2.97  | 589  | 27.1754         |
| 24.7928       | 2.98  | 590  | 27.1780         |
| 25.7717       | 2.98  | 591  | 27.1825         |
| 24.6791       | 2.99  | 592  | 27.3945         |
| 22.3717       | 2.99  | 593  | 27.4763         |
| 22.4331       | 3.0   | 594  | 27.4801         |


### Framework versions

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

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