transformers safetensors llama text-generation trl sft generated_from_trainer base_model:deepseek-ai/deepseek-math-7b-base license:other autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: other
base_model: deepseek-ai/deepseek-math-7b-base
tags:
- trl
- sft
- generated_from_trainer
model-index:
- name: albert-no-variable-items-length
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# albert-no-variable-items-length

This model is a fine-tuned version of [deepseek-ai/deepseek-math-7b-base](https://huggingface.co/deepseek-ai/deepseek-math-7b-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0201

## 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: 3e-06
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant_with_warmup
- lr_scheduler_warmup_steps: 1
- num_epochs: 3

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 0.7887        | 0.01  | 1    | 0.3267          |
| 0.8195        | 0.01  | 2    | 0.3220          |
| 0.7704        | 0.02  | 3    | 0.3179          |
| 0.7745        | 0.03  | 4    | 0.3148          |
| 0.7651        | 0.03  | 5    | 0.3115          |
| 0.7484        | 0.04  | 6    | 0.3085          |
| 0.7621        | 0.04  | 7    | 0.3065          |
| 0.7409        | 0.05  | 8    | 0.3033          |
| 0.7138        | 0.06  | 9    | 0.3003          |
| 0.7204        | 0.06  | 10   | 0.2985          |
| 0.6912        | 0.07  | 11   | 0.2952          |
| 0.7163        | 0.08  | 12   | 0.2922          |
| 0.6911        | 0.08  | 13   | 0.2901          |
| 0.6774        | 0.09  | 14   | 0.2878          |
| 0.6692        | 0.1   | 15   | 0.2851          |
| 0.6055        | 0.1   | 16   | 0.2825          |
| 0.4833        | 0.11  | 17   | 0.2801          |
| 0.4824        | 0.12  | 18   | 0.2765          |
| 0.4753        | 0.12  | 19   | 0.2752          |
| 0.4653        | 0.13  | 20   | 0.2722          |
| 0.466         | 0.13  | 21   | 0.2696          |
| 0.4599        | 0.14  | 22   | 0.2685          |
| 0.4484        | 0.15  | 23   | 0.2647          |
| 0.4508        | 0.15  | 24   | 0.2615          |
| 0.4436        | 0.16  | 25   | 0.2594          |
| 0.4526        | 0.17  | 26   | 0.2565          |
| 0.4332        | 0.17  | 27   | 0.2551          |
| 0.4246        | 0.18  | 28   | 0.2515          |
| 0.4241        | 0.19  | 29   | 0.2480          |
| 0.4173        | 0.19  | 30   | 0.2453          |
| 0.4031        | 0.2   | 31   | 0.2435          |
| 0.4122        | 0.2   | 32   | 0.2400          |
| 0.408         | 0.21  | 33   | 0.2386          |
| 0.3971        | 0.22  | 34   | 0.2361          |
| 0.4002        | 0.22  | 35   | 0.2337          |
| 0.3881        | 0.23  | 36   | 0.2310          |
| 0.3965        | 0.24  | 37   | 0.2272          |
| 0.3731        | 0.24  | 38   | 0.2245          |
| 0.3743        | 0.25  | 39   | 0.2211          |
| 0.3625        | 0.26  | 40   | 0.2191          |
| 0.3619        | 0.26  | 41   | 0.2167          |
| 0.3557        | 0.27  | 42   | 0.2149          |
| 0.3539        | 0.28  | 43   | 0.2107          |
| 0.3367        | 0.28  | 44   | 0.2089          |
| 0.3427        | 0.29  | 45   | 0.2061          |
| 0.333         | 0.29  | 46   | 0.2026          |
| 0.308         | 0.3   | 47   | 0.1996          |
| 0.2572        | 0.31  | 48   | 0.1969          |
| 0.2568        | 0.31  | 49   | 0.1934          |
| 0.2452        | 0.32  | 50   | 0.1915          |
| 0.2406        | 0.33  | 51   | 0.1874          |
| 0.2395        | 0.33  | 52   | 0.1834          |
| 0.2337        | 0.34  | 53   | 0.1805          |
| 0.2223        | 0.35  | 54   | 0.1767          |
| 0.2295        | 0.35  | 55   | 0.1732          |
| 0.222         | 0.36  | 56   | 0.1692          |
| 0.2174        | 0.36  | 57   | 0.1653          |
| 0.2064        | 0.37  | 58   | 0.1637          |
| 0.2075        | 0.38  | 59   | 0.1591          |
| 0.2014        | 0.38  | 60   | 0.1559          |
| 0.1963        | 0.39  | 61   | 0.1519          |
| 0.1908        | 0.4   | 62   | 0.1485          |
| 0.1963        | 0.4   | 63   | 0.1445          |
| 0.1793        | 0.41  | 64   | 0.1408          |
| 0.179         | 0.42  | 65   | 0.1377          |
| 0.1645        | 0.42  | 66   | 0.1334          |
| 0.1651        | 0.43  | 67   | 0.1299          |
| 0.1632        | 0.44  | 68   | 0.1264          |
| 0.1549        | 0.44  | 69   | 0.1224          |
| 0.1479        | 0.45  | 70   | 0.1186          |
| 0.1491        | 0.45  | 71   | 0.1153          |
| 0.1397        | 0.46  | 72   | 0.1109          |
| 0.1384        | 0.47  | 73   | 0.1069          |
| 0.1308        | 0.47  | 74   | 0.1025          |
| 0.1144        | 0.48  | 75   | 0.0987          |
| 0.1191        | 0.49  | 76   | 0.0946          |
| 0.1132        | 0.49  | 77   | 0.0910          |
| 0.1057        | 0.5   | 78   | 0.0867          |
| 0.0911        | 0.51  | 79   | 0.0841          |
| 0.1005        | 0.51  | 80   | 0.0812          |
| 0.0885        | 0.52  | 81   | 0.0790          |
| 0.091         | 0.52  | 82   | 0.0766          |
| 0.0841        | 0.53  | 83   | 0.0742          |
| 0.0808        | 0.54  | 84   | 0.0728          |
| 0.0752        | 0.54  | 85   | 0.0708          |
| 0.0717        | 0.55  | 86   | 0.0690          |
| 0.0767        | 0.56  | 87   | 0.0676          |
| 0.069         | 0.56  | 88   | 0.0658          |
| 0.0721        | 0.57  | 89   | 0.0643          |
| 0.074         | 0.58  | 90   | 0.0635          |
| 0.0633        | 0.58  | 91   | 0.0621          |
| 0.0706        | 0.59  | 92   | 0.0609          |
| 0.0575        | 0.6   | 93   | 0.0587          |
| 0.0641        | 0.6   | 94   | 0.0584          |
| 0.0574        | 0.61  | 95   | 0.0572          |
| 0.0658        | 0.61  | 96   | 0.0567          |
| 0.0696        | 0.62  | 97   | 0.0553          |
| 0.0603        | 0.63  | 98   | 0.0544          |
| 0.0571        | 0.63  | 99   | 0.0537          |
| 0.057         | 0.64  | 100  | 0.0527          |
| 0.0569        | 0.65  | 101  | 0.0514          |
| 0.0521        | 0.65  | 102  | 0.0511          |
| 0.052         | 0.66  | 103  | 0.0501          |
| 0.0529        | 0.67  | 104  | 0.0490          |
| 0.0523        | 0.67  | 105  | 0.0490          |
| 0.0567        | 0.68  | 106  | 0.0480          |
| 0.0547        | 0.68  | 107  | 0.0475          |
| 0.0509        | 0.69  | 108  | 0.0468          |
| 0.0506        | 0.7   | 109  | 0.0462          |
| 0.0533        | 0.7   | 110  | 0.0458          |
| 0.0544        | 0.71  | 111  | 0.0449          |
| 0.0521        | 0.72  | 112  | 0.0442          |
| 0.0527        | 0.72  | 113  | 0.0439          |
| 0.0495        | 0.73  | 114  | 0.0436          |
| 0.0471        | 0.74  | 115  | 0.0430          |
| 0.0442        | 0.74  | 116  | 0.0424          |
| 0.0432        | 0.75  | 117  | 0.0421          |
| 0.0451        | 0.76  | 118  | 0.0420          |
| 0.0498        | 0.76  | 119  | 0.0409          |
| 0.0468        | 0.77  | 120  | 0.0409          |
| 0.0474        | 0.77  | 121  | 0.0403          |
| 0.0462        | 0.78  | 122  | 0.0399          |
| 0.037         | 0.79  | 123  | 0.0397          |
| 0.041         | 0.79  | 124  | 0.0393          |
| 0.045         | 0.8   | 125  | 0.0387          |
| 0.045         | 0.81  | 126  | 0.0393          |
| 0.0416        | 0.81  | 127  | 0.0381          |
| 0.0418        | 0.82  | 128  | 0.0383          |
| 0.0382        | 0.83  | 129  | 0.0377          |
| 0.0444        | 0.83  | 130  | 0.0376          |
| 0.0404        | 0.84  | 131  | 0.0373          |
| 0.0438        | 0.84  | 132  | 0.0369          |
| 0.0411        | 0.85  | 133  | 0.0365          |
| 0.041         | 0.86  | 134  | 0.0364          |
| 0.0425        | 0.86  | 135  | 0.0362          |
| 0.0418        | 0.87  | 136  | 0.0356          |
| 0.0407        | 0.88  | 137  | 0.0358          |
| 0.04          | 0.88  | 138  | 0.0362          |
| 0.0382        | 0.89  | 139  | 0.0358          |
| 0.0415        | 0.9   | 140  | 0.0351          |
| 0.0374        | 0.9   | 141  | 0.0353          |
| 0.0377        | 0.91  | 142  | 0.0350          |
| 0.0368        | 0.92  | 143  | 0.0348          |
| 0.0389        | 0.92  | 144  | 0.0348          |
| 0.035         | 0.93  | 145  | 0.0344          |
| 0.0377        | 0.93  | 146  | 0.0346          |
| 0.0394        | 0.94  | 147  | 0.0344          |
| 0.0349        | 0.95  | 148  | 0.0344          |
| 0.0379        | 0.95  | 149  | 0.0341          |
| 0.0336        | 0.96  | 150  | 0.0340          |
| 0.037         | 0.97  | 151  | 0.0338          |
| 0.0338        | 0.97  | 152  | 0.0337          |
| 0.0384        | 0.98  | 153  | 0.0337          |
| 0.0385        | 0.99  | 154  | 0.0333          |
| 0.0345        | 0.99  | 155  | 0.0333          |
| 0.0354        | 1.0   | 156  | 0.0330          |
| 0.0359        | 1.0   | 157  | 0.0324          |
| 0.0372        | 1.01  | 158  | 0.0328          |
| 0.0337        | 1.02  | 159  | 0.0321          |
| 0.0344        | 1.02  | 160  | 0.0322          |
| 0.0351        | 1.03  | 161  | 0.0319          |
| 0.0324        | 1.04  | 162  | 0.0324          |
| 0.034         | 1.04  | 163  | 0.0320          |
| 0.0287        | 1.05  | 164  | 0.0321          |
| 0.03          | 1.06  | 165  | 0.0320          |
| 0.0314        | 1.06  | 166  | 0.0319          |
| 0.0275        | 1.07  | 167  | 0.0315          |
| 0.0213        | 1.08  | 168  | 0.0321          |
| 0.0277        | 1.08  | 169  | 0.0321          |
| 0.0275        | 1.09  | 170  | 0.0319          |
| 0.0182        | 1.09  | 171  | 0.0320          |
| 0.0236        | 1.1   | 172  | 0.0319          |
| 0.0319        | 1.11  | 173  | 0.0312          |
| 0.0358        | 1.11  | 174  | 0.0319          |
| 0.0328        | 1.12  | 175  | 0.0319          |
| 0.0337        | 1.13  | 176  | 0.0318          |
| 0.0382        | 1.13  | 177  | 0.0319          |
| 0.0315        | 1.14  | 178  | 0.0312          |
| 0.0308        | 1.15  | 179  | 0.0320          |
| 0.0314        | 1.15  | 180  | 0.0325          |
| 0.0312        | 1.16  | 181  | 0.0324          |
| 0.0326        | 1.16  | 182  | 0.0327          |
| 0.0278        | 1.17  | 183  | 0.0332          |
| 0.0264        | 1.18  | 184  | 0.0329          |
| 0.0307        | 1.18  | 185  | 0.0334          |
| 0.0255        | 1.19  | 186  | 0.0336          |
| 0.0284        | 1.2   | 187  | 0.0338          |
| 0.029         | 1.2   | 188  | 0.0342          |
| 0.0299        | 1.21  | 189  | 0.0343          |
| 0.0317        | 1.22  | 190  | 0.0342          |
| 0.0319        | 1.22  | 191  | 0.0345          |
| 0.0281        | 1.23  | 192  | 0.0344          |
| 0.0293        | 1.24  | 193  | 0.0341          |
| 0.0256        | 1.24  | 194  | 0.0344          |
| 0.0253        | 1.25  | 195  | 0.0345          |
| 0.0255        | 1.25  | 196  | 0.0344          |
| 0.0238        | 1.26  | 197  | 0.0343          |
| 0.0247        | 1.27  | 198  | 0.0338          |
| 0.0239        | 1.27  | 199  | 0.0344          |
| 0.0248        | 1.28  | 200  | 0.0345          |
| 0.0253        | 1.29  | 201  | 0.0343          |
| 0.0252        | 1.29  | 202  | 0.0340          |
| 0.0275        | 1.3   | 203  | 0.0340          |
| 0.0376        | 1.31  | 204  | 0.0336          |
| 0.0374        | 1.31  | 205  | 0.0333          |
| 0.0397        | 1.32  | 206  | 0.0331          |
| 0.0361        | 1.32  | 207  | 0.0322          |
| 0.0402        | 1.33  | 208  | 0.0319          |
| 0.0307        | 1.34  | 209  | 0.0317          |
| 0.0305        | 1.34  | 210  | 0.0309          |
| 0.0285        | 1.35  | 211  | 0.0307          |
| 0.0301        | 1.36  | 212  | 0.0307          |
| 0.0298        | 1.36  | 213  | 0.0306          |
| 0.0278        | 1.37  | 214  | 0.0305          |
| 0.0283        | 1.38  | 215  | 0.0303          |
| 0.0311        | 1.38  | 216  | 0.0304          |
| 0.0314        | 1.39  | 217  | 0.0306          |
| 0.0301        | 1.4   | 218  | 0.0304          |
| 0.0301        | 1.4   | 219  | 0.0303          |
| 0.0297        | 1.41  | 220  | 0.0299          |
| 0.0298        | 1.41  | 221  | 0.0300          |
| 0.0316        | 1.42  | 222  | 0.0299          |
| 0.0258        | 1.43  | 223  | 0.0296          |
| 0.0297        | 1.43  | 224  | 0.0297          |
| 0.0307        | 1.44  | 225  | 0.0289          |
| 0.0256        | 1.45  | 226  | 0.0285          |
| 0.0291        | 1.45  | 227  | 0.0285          |
| 0.0295        | 1.46  | 228  | 0.0286          |
| 0.0263        | 1.47  | 229  | 0.0283          |
| 0.0301        | 1.47  | 230  | 0.0284          |
| 0.0289        | 1.48  | 231  | 0.0285          |
| 0.0272        | 1.48  | 232  | 0.0286          |
| 0.0297        | 1.49  | 233  | 0.0286          |
| 0.0261        | 1.5   | 234  | 0.0286          |
| 0.0254        | 1.5   | 235  | 0.0286          |
| 0.0298        | 1.51  | 236  | 0.0284          |
| 0.0329        | 1.52  | 237  | 0.0278          |
| 0.0325        | 1.52  | 238  | 0.0281          |
| 0.0297        | 1.53  | 239  | 0.0280          |
| 0.0274        | 1.54  | 240  | 0.0281          |
| 0.0291        | 1.54  | 241  | 0.0277          |
| 0.0271        | 1.55  | 242  | 0.0279          |
| 0.0283        | 1.56  | 243  | 0.0278          |
| 0.0258        | 1.56  | 244  | 0.0277          |
| 0.0271        | 1.57  | 245  | 0.0276          |
| 0.0279        | 1.57  | 246  | 0.0273          |
| 0.0282        | 1.58  | 247  | 0.0274          |
| 0.0286        | 1.59  | 248  | 0.0272          |
| 0.0248        | 1.59  | 249  | 0.0268          |
| 0.0268        | 1.6   | 250  | 0.0272          |
| 0.0239        | 1.61  | 251  | 0.0271          |
| 0.0321        | 1.61  | 252  | 0.0268          |
| 0.0305        | 1.62  | 253  | 0.0266          |
| 0.0307        | 1.63  | 254  | 0.0263          |
| 0.0245        | 1.63  | 255  | 0.0266          |
| 0.0261        | 1.64  | 256  | 0.0268          |
| 0.0264        | 1.64  | 257  | 0.0262          |
| 0.0268        | 1.65  | 258  | 0.0264          |
| 0.0253        | 1.66  | 259  | 0.0261          |
| 0.0267        | 1.66  | 260  | 0.0261          |
| 0.0276        | 1.67  | 261  | 0.0262          |
| 0.0269        | 1.68  | 262  | 0.0260          |
| 0.0265        | 1.68  | 263  | 0.0262          |
| 0.0267        | 1.69  | 264  | 0.0262          |
| 0.0256        | 1.7   | 265  | 0.0260          |
| 0.0285        | 1.7   | 266  | 0.0257          |
| 0.0305        | 1.71  | 267  | 0.0259          |
| 0.0302        | 1.72  | 268  | 0.0262          |
| 0.0294        | 1.72  | 269  | 0.0258          |
| 0.0295        | 1.73  | 270  | 0.0255          |
| 0.027         | 1.73  | 271  | 0.0255          |
| 0.0276        | 1.74  | 272  | 0.0256          |
| 0.0256        | 1.75  | 273  | 0.0257          |
| 0.0248        | 1.75  | 274  | 0.0257          |
| 0.0305        | 1.76  | 275  | 0.0253          |
| 0.029         | 1.77  | 276  | 0.0253          |
| 0.0296        | 1.77  | 277  | 0.0251          |
| 0.0307        | 1.78  | 278  | 0.0250          |
| 0.0247        | 1.79  | 279  | 0.0250          |
| 0.0235        | 1.79  | 280  | 0.0250          |
| 0.0267        | 1.8   | 281  | 0.0250          |
| 0.0278        | 1.8   | 282  | 0.0246          |
| 0.0277        | 1.81  | 283  | 0.0248          |
| 0.0266        | 1.82  | 284  | 0.0242          |
| 0.0232        | 1.82  | 285  | 0.0244          |
| 0.0288        | 1.83  | 286  | 0.0243          |
| 0.0276        | 1.84  | 287  | 0.0243          |
| 0.0295        | 1.84  | 288  | 0.0241          |
| 0.0253        | 1.85  | 289  | 0.0240          |
| 0.0267        | 1.86  | 290  | 0.0244          |
| 0.0286        | 1.86  | 291  | 0.0242          |
| 0.0272        | 1.87  | 292  | 0.0237          |
| 0.0267        | 1.88  | 293  | 0.0240          |
| 0.0251        | 1.88  | 294  | 0.0243          |
| 0.0257        | 1.89  | 295  | 0.0239          |
| 0.0283        | 1.89  | 296  | 0.0237          |
| 0.0246        | 1.9   | 297  | 0.0238          |
| 0.0241        | 1.91  | 298  | 0.0238          |
| 0.0259        | 1.91  | 299  | 0.0241          |
| 0.0246        | 1.92  | 300  | 0.0237          |
| 0.0253        | 1.93  | 301  | 0.0239          |
| 0.0257        | 1.93  | 302  | 0.0237          |
| 0.0232        | 1.94  | 303  | 0.0238          |
| 0.0241        | 1.95  | 304  | 0.0237          |
| 0.0254        | 1.95  | 305  | 0.0237          |
| 0.0227        | 1.96  | 306  | 0.0238          |
| 0.023         | 1.96  | 307  | 0.0238          |
| 0.0232        | 1.97  | 308  | 0.0238          |
| 0.0268        | 1.98  | 309  | 0.0234          |
| 0.027         | 1.98  | 310  | 0.0237          |
| 0.0243        | 1.99  | 311  | 0.0235          |
| 0.025         | 2.0   | 312  | 0.0235          |
| 0.0185        | 2.0   | 313  | 0.0235          |
| 0.0153        | 2.01  | 314  | 0.0234          |
| 0.0119        | 2.02  | 315  | 0.0236          |
| 0.0094        | 2.02  | 316  | 0.0235          |
| 0.0171        | 2.03  | 317  | 0.0237          |
| 0.0121        | 2.04  | 318  | 0.0235          |
| 0.0135        | 2.04  | 319  | 0.0231          |
| 0.0182        | 2.05  | 320  | 0.0235          |
| 0.0128        | 2.05  | 321  | 0.0232          |
| 0.014         | 2.06  | 322  | 0.0235          |
| 0.0142        | 2.07  | 323  | 0.0237          |
| 0.0084        | 2.07  | 324  | 0.0236          |
| 0.0137        | 2.08  | 325  | 0.0235          |
| 0.0144        | 2.09  | 326  | 0.0238          |
| 0.0114        | 2.09  | 327  | 0.0237          |
| 0.0104        | 2.1   | 328  | 0.0239          |
| 0.0205        | 2.11  | 329  | 0.0234          |
| 0.0234        | 2.11  | 330  | 0.0233          |
| 0.0227        | 2.12  | 331  | 0.0237          |
| 0.0217        | 2.12  | 332  | 0.0235          |
| 0.025         | 2.13  | 333  | 0.0237          |
| 0.0208        | 2.14  | 334  | 0.0245          |
| 0.0192        | 2.14  | 335  | 0.0245          |
| 0.0195        | 2.15  | 336  | 0.0249          |
| 0.0203        | 2.16  | 337  | 0.0253          |
| 0.0234        | 2.16  | 338  | 0.0252          |
| 0.0176        | 2.17  | 339  | 0.0259          |
| 0.018         | 2.18  | 340  | 0.0260          |
| 0.0188        | 2.18  | 341  | 0.0265          |
| 0.0198        | 2.19  | 342  | 0.0262          |
| 0.0172        | 2.2   | 343  | 0.0268          |
| 0.0184        | 2.2   | 344  | 0.0271          |
| 0.0192        | 2.21  | 345  | 0.0273          |
| 0.0203        | 2.21  | 346  | 0.0277          |
| 0.0221        | 2.22  | 347  | 0.0283          |
| 0.0189        | 2.23  | 348  | 0.0282          |
| 0.0196        | 2.23  | 349  | 0.0289          |
| 0.0205        | 2.24  | 350  | 0.0288          |
| 0.0168        | 2.25  | 351  | 0.0291          |
| 0.0176        | 2.25  | 352  | 0.0294          |
| 0.0165        | 2.26  | 353  | 0.0295          |
| 0.0148        | 2.27  | 354  | 0.0301          |
| 0.0178        | 2.27  | 355  | 0.0296          |
| 0.0163        | 2.28  | 356  | 0.0301          |
| 0.0203        | 2.28  | 357  | 0.0303          |
| 0.0163        | 2.29  | 358  | 0.0301          |
| 0.0183        | 2.3   | 359  | 0.0301          |
| 0.0266        | 2.3   | 360  | 0.0299          |
| 0.0295        | 2.31  | 361  | 0.0295          |
| 0.0293        | 2.32  | 362  | 0.0291          |
| 0.0248        | 2.32  | 363  | 0.0281          |
| 0.0285        | 2.33  | 364  | 0.0273          |
| 0.0252        | 2.34  | 365  | 0.0262          |
| 0.0222        | 2.34  | 366  | 0.0257          |
| 0.0208        | 2.35  | 367  | 0.0245          |
| 0.0194        | 2.36  | 368  | 0.0239          |
| 0.0217        | 2.36  | 369  | 0.0238          |
| 0.0183        | 2.37  | 370  | 0.0237          |
| 0.0218        | 2.37  | 371  | 0.0238          |
| 0.0224        | 2.38  | 372  | 0.0233          |
| 0.023         | 2.39  | 373  | 0.0235          |
| 0.0205        | 2.39  | 374  | 0.0235          |
| 0.0215        | 2.4   | 375  | 0.0237          |
| 0.0189        | 2.41  | 376  | 0.0238          |
| 0.0233        | 2.41  | 377  | 0.0236          |
| 0.0225        | 2.42  | 378  | 0.0238          |
| 0.0196        | 2.43  | 379  | 0.0233          |
| 0.0224        | 2.43  | 380  | 0.0232          |
| 0.0214        | 2.44  | 381  | 0.0234          |
| 0.0187        | 2.44  | 382  | 0.0233          |
| 0.0199        | 2.45  | 383  | 0.0231          |
| 0.0227        | 2.46  | 384  | 0.0231          |
| 0.0199        | 2.46  | 385  | 0.0231          |
| 0.0248        | 2.47  | 386  | 0.0231          |
| 0.0196        | 2.48  | 387  | 0.0231          |
| 0.0214        | 2.48  | 388  | 0.0231          |
| 0.022         | 2.49  | 389  | 0.0230          |
| 0.0201        | 2.5   | 390  | 0.0232          |
| 0.0205        | 2.5   | 391  | 0.0233          |
| 0.0221        | 2.51  | 392  | 0.0231          |
| 0.0255        | 2.52  | 393  | 0.0233          |
| 0.0235        | 2.52  | 394  | 0.0232          |
| 0.0235        | 2.53  | 395  | 0.0231          |
| 0.0237        | 2.53  | 396  | 0.0232          |
| 0.0216        | 2.54  | 397  | 0.0236          |
| 0.0229        | 2.55  | 398  | 0.0232          |
| 0.0191        | 2.55  | 399  | 0.0231          |
| 0.0211        | 2.56  | 400  | 0.0231          |
| 0.02          | 2.57  | 401  | 0.0232          |
| 0.0217        | 2.57  | 402  | 0.0228          |
| 0.0228        | 2.58  | 403  | 0.0228          |
| 0.0222        | 2.59  | 404  | 0.0230          |
| 0.0197        | 2.59  | 405  | 0.0226          |
| 0.0195        | 2.6   | 406  | 0.0225          |
| 0.0208        | 2.6   | 407  | 0.0227          |
| 0.0238        | 2.61  | 408  | 0.0226          |
| 0.0247        | 2.62  | 409  | 0.0222          |
| 0.0229        | 2.62  | 410  | 0.0223          |
| 0.0208        | 2.63  | 411  | 0.0222          |
| 0.0197        | 2.64  | 412  | 0.0220          |
| 0.0215        | 2.64  | 413  | 0.0222          |
| 0.0216        | 2.65  | 414  | 0.0221          |
| 0.0194        | 2.66  | 415  | 0.0221          |
| 0.0223        | 2.66  | 416  | 0.0220          |
| 0.022         | 2.67  | 417  | 0.0220          |
| 0.0204        | 2.68  | 418  | 0.0218          |
| 0.0211        | 2.68  | 419  | 0.0219          |
| 0.0205        | 2.69  | 420  | 0.0218          |
| 0.021         | 2.69  | 421  | 0.0213          |
| 0.0206        | 2.7   | 422  | 0.0216          |
| 0.0261        | 2.71  | 423  | 0.0215          |
| 0.0234        | 2.71  | 424  | 0.0216          |
| 0.0246        | 2.72  | 425  | 0.0215          |
| 0.0242        | 2.73  | 426  | 0.0217          |
| 0.0204        | 2.73  | 427  | 0.0217          |
| 0.0214        | 2.74  | 428  | 0.0215          |
| 0.0235        | 2.75  | 429  | 0.0216          |
| 0.0196        | 2.75  | 430  | 0.0213          |
| 0.0223        | 2.76  | 431  | 0.0213          |
| 0.0239        | 2.76  | 432  | 0.0211          |
| 0.0224        | 2.77  | 433  | 0.0210          |
| 0.025         | 2.78  | 434  | 0.0210          |
| 0.0228        | 2.78  | 435  | 0.0210          |
| 0.0182        | 2.79  | 436  | 0.0207          |
| 0.0214        | 2.8   | 437  | 0.0208          |
| 0.022         | 2.8   | 438  | 0.0212          |
| 0.0233        | 2.81  | 439  | 0.0205          |
| 0.0209        | 2.82  | 440  | 0.0208          |
| 0.0194        | 2.82  | 441  | 0.0206          |
| 0.0215        | 2.83  | 442  | 0.0205          |
| 0.0242        | 2.84  | 443  | 0.0204          |
| 0.0219        | 2.84  | 444  | 0.0205          |
| 0.0217        | 2.85  | 445  | 0.0205          |
| 0.0237        | 2.85  | 446  | 0.0205          |
| 0.0214        | 2.86  | 447  | 0.0205          |
| 0.0224        | 2.87  | 448  | 0.0201          |
| 0.0199        | 2.87  | 449  | 0.0206          |
| 0.0219        | 2.88  | 450  | 0.0202          |
| 0.022         | 2.89  | 451  | 0.0202          |
| 0.0224        | 2.89  | 452  | 0.0204          |
| 0.0214        | 2.9   | 453  | 0.0200          |
| 0.0185        | 2.91  | 454  | 0.0201          |
| 0.0219        | 2.91  | 455  | 0.0202          |
| 0.0204        | 2.92  | 456  | 0.0203          |
| 0.0198        | 2.92  | 457  | 0.0201          |
| 0.0214        | 2.93  | 458  | 0.0202          |
| 0.0184        | 2.94  | 459  | 0.0203          |
| 0.0191        | 2.94  | 460  | 0.0200          |
| 0.0221        | 2.95  | 461  | 0.0205          |
| 0.0192        | 2.96  | 462  | 0.0204          |
| 0.0186        | 2.96  | 463  | 0.0204          |
| 0.0176        | 2.97  | 464  | 0.0201          |
| 0.0209        | 2.98  | 465  | 0.0203          |
| 0.0233        | 2.98  | 466  | 0.0200          |
| 0.0189        | 2.99  | 467  | 0.0204          |
| 0.0214        | 3.0   | 468  | 0.0201          |


### Framework versions

- Transformers 4.37.2
- Pytorch 2.1.0a0+32f93b1
- Datasets 2.17.1
- Tokenizers 0.15.2
