transformers tensorboard safetensors t5 text2text-generation generated_from_trainer base_model:google/flan-t5-small license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: apache-2.0
base_model: google/flan-t5-small
tags:
- generated_from_trainer
model-index:
- name: flant5-tuned-30
  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. -->

# flant5-tuned-30

This model is a fine-tuned version of [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.2339

## 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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 6
- num_epochs: 15

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.9667        | 0.02  | 1    | 1.6464          |
| 2.4545        | 0.04  | 2    | 1.6328          |
| 2.4285        | 0.06  | 3    | 1.6089          |
| 2.1423        | 0.09  | 4    | 1.5831          |
| 1.8409        | 0.11  | 5    | 1.5580          |
| 1.6974        | 0.13  | 6    | 1.5369          |
| 1.8883        | 0.15  | 7    | 1.5176          |
| 2.0006        | 0.17  | 8    | 1.4977          |
| 2.1835        | 0.19  | 9    | 1.4791          |
| 2.1405        | 0.21  | 10   | 1.4608          |
| 1.64          | 0.23  | 11   | 1.4414          |
| 1.9192        | 0.26  | 12   | 1.4238          |
| 1.4762        | 0.28  | 13   | 1.4078          |
| 1.5581        | 0.3   | 14   | 1.3918          |
| 1.7605        | 0.32  | 15   | 1.3788          |
| 1.557         | 0.34  | 16   | 1.3676          |
| 1.5071        | 0.36  | 17   | 1.3585          |
| 1.9494        | 0.38  | 18   | 1.3504          |
| 1.8308        | 0.4   | 19   | 1.3432          |
| 1.7127        | 0.43  | 20   | 1.3368          |
| 1.3814        | 0.45  | 21   | 1.3313          |
| 1.4301        | 0.47  | 22   | 1.3260          |
| 1.3969        | 0.49  | 23   | 1.3212          |
| 1.5349        | 0.51  | 24   | 1.3164          |
| 1.2284        | 0.53  | 25   | 1.3115          |
| 2.2728        | 0.55  | 26   | 1.3061          |
| 1.9144        | 0.57  | 27   | 1.3005          |
| 1.4339        | 0.6   | 28   | 1.2957          |
| 1.9083        | 0.62  | 29   | 1.2904          |
| 2.164         | 0.64  | 30   | 1.2856          |
| 1.2391        | 0.66  | 31   | 1.2812          |
| 1.5761        | 0.68  | 32   | 1.2774          |
| 1.69          | 0.7   | 33   | 1.2740          |
| 1.6597        | 0.72  | 34   | 1.2707          |
| 1.7752        | 0.74  | 35   | 1.2676          |
| 1.5281        | 0.77  | 36   | 1.2651          |
| 1.6833        | 0.79  | 37   | 1.2629          |
| 1.591         | 0.81  | 38   | 1.2606          |
| 1.6555        | 0.83  | 39   | 1.2579          |
| 2.0004        | 0.85  | 40   | 1.2552          |
| 1.2845        | 0.87  | 41   | 1.2534          |
| 1.139         | 0.89  | 42   | 1.2524          |
| 1.5526        | 0.91  | 43   | 1.2518          |
| 1.3037        | 0.94  | 44   | 1.2509          |
| 1.6106        | 0.96  | 45   | 1.2507          |
| 1.3613        | 0.98  | 46   | 1.2508          |
| 2.6988        | 1.0   | 47   | 1.2505          |
| 1.2909        | 1.02  | 48   | 1.2506          |
| 1.0862        | 1.04  | 49   | 1.2516          |
| 1.1204        | 1.06  | 50   | 1.2535          |
| 1.6266        | 1.09  | 51   | 1.2545          |
| 1.4118        | 1.11  | 52   | 1.2541          |
| 1.7869        | 1.13  | 53   | 1.2527          |
| 1.8297        | 1.15  | 54   | 1.2510          |
| 1.3467        | 1.17  | 55   | 1.2483          |
| 1.6901        | 1.19  | 56   | 1.2449          |
| 1.5308        | 1.21  | 57   | 1.2411          |
| 1.0475        | 1.23  | 58   | 1.2382          |
| 1.3635        | 1.26  | 59   | 1.2352          |
| 1.0099        | 1.28  | 60   | 1.2335          |
| 1.5154        | 1.3   | 61   | 1.2309          |
| 1.6367        | 1.32  | 62   | 1.2281          |
| 1.613         | 1.34  | 63   | 1.2255          |
| 1.4852        | 1.36  | 64   | 1.2231          |
| 1.5181        | 1.38  | 65   | 1.2206          |
| 1.6653        | 1.4   | 66   | 1.2177          |
| 1.4544        | 1.43  | 67   | 1.2148          |
| 1.2966        | 1.45  | 68   | 1.2131          |
| 1.8326        | 1.47  | 69   | 1.2112          |
| 1.2731        | 1.49  | 70   | 1.2099          |
| 1.5005        | 1.51  | 71   | 1.2087          |
| 1.6507        | 1.53  | 72   | 1.2077          |
| 1.4095        | 1.55  | 73   | 1.2068          |
| 1.5355        | 1.57  | 74   | 1.2059          |
| 1.0448        | 1.6   | 75   | 1.2064          |
| 1.5037        | 1.62  | 76   | 1.2068          |
| 1.7362        | 1.64  | 77   | 1.2068          |
| 1.4892        | 1.66  | 78   | 1.2072          |
| 1.7818        | 1.68  | 79   | 1.2071          |
| 1.4143        | 1.7   | 80   | 1.2065          |
| 1.4           | 1.72  | 81   | 1.2065          |
| 1.225         | 1.74  | 82   | 1.2065          |
| 1.6821        | 1.77  | 83   | 1.2063          |
| 1.4214        | 1.79  | 84   | 1.2065          |
| 1.2094        | 1.81  | 85   | 1.2074          |
| 1.6202        | 1.83  | 86   | 1.2077          |
| 1.6654        | 1.85  | 87   | 1.2083          |
| 0.9378        | 1.87  | 88   | 1.2102          |
| 1.5872        | 1.89  | 89   | 1.2121          |
| 1.7262        | 1.91  | 90   | 1.2131          |
| 1.2392        | 1.94  | 91   | 1.2140          |
| 0.9844        | 1.96  | 92   | 1.2155          |
| 1.3346        | 1.98  | 93   | 1.2164          |
| 1.0203        | 2.0   | 94   | 1.2176          |
| 1.3007        | 2.02  | 95   | 1.2182          |
| 1.6318        | 2.04  | 96   | 1.2185          |
| 1.5082        | 2.06  | 97   | 1.2185          |
| 1.5797        | 2.09  | 98   | 1.2179          |
| 1.2403        | 2.11  | 99   | 1.2164          |
| 1.5859        | 2.13  | 100  | 1.2143          |
| 1.0519        | 2.15  | 101  | 1.2134          |
| 1.2823        | 2.17  | 102  | 1.2116          |
| 1.2484        | 2.19  | 103  | 1.2105          |
| 1.3197        | 2.21  | 104  | 1.2100          |
| 1.3335        | 2.23  | 105  | 1.2095          |
| 1.1574        | 2.26  | 106  | 1.2090          |
| 1.4573        | 2.28  | 107  | 1.2079          |
| 1.0433        | 2.3   | 108  | 1.2072          |
| 1.3362        | 2.32  | 109  | 1.2068          |
| 1.403         | 2.34  | 110  | 1.2056          |
| 1.3345        | 2.36  | 111  | 1.2049          |
| 0.819         | 2.38  | 112  | 1.2050          |
| 1.4289        | 2.4   | 113  | 1.2049          |
| 1.2274        | 2.43  | 114  | 1.2051          |
| 1.0653        | 2.45  | 115  | 1.2053          |
| 1.1851        | 2.47  | 116  | 1.2062          |
| 1.2725        | 2.49  | 117  | 1.2065          |
| 1.4383        | 2.51  | 118  | 1.2060          |
| 1.5551        | 2.53  | 119  | 1.2055          |
| 1.4857        | 2.55  | 120  | 1.2047          |
| 1.3742        | 2.57  | 121  | 1.2042          |
| 1.7207        | 2.6   | 122  | 1.2032          |
| 1.2508        | 2.62  | 123  | 1.2022          |
| 0.9982        | 2.64  | 124  | 1.2018          |
| 1.4797        | 2.66  | 125  | 1.2012          |
| 1.363         | 2.68  | 126  | 1.2009          |
| 1.2205        | 2.7   | 127  | 1.2012          |
| 1.0644        | 2.72  | 128  | 1.2016          |
| 1.246         | 2.74  | 129  | 1.2023          |
| 1.511         | 2.77  | 130  | 1.2038          |
| 1.0708        | 2.79  | 131  | 1.2055          |
| 1.5127        | 2.81  | 132  | 1.2067          |
| 1.4696        | 2.83  | 133  | 1.2078          |
| 1.4078        | 2.85  | 134  | 1.2086          |
| 1.3518        | 2.87  | 135  | 1.2091          |
| 1.6338        | 2.89  | 136  | 1.2088          |
| 1.5519        | 2.91  | 137  | 1.2073          |
| 1.5849        | 2.94  | 138  | 1.2047          |
| 1.4904        | 2.96  | 139  | 1.2022          |
| 1.0131        | 2.98  | 140  | 1.2004          |
| 1.7739        | 3.0   | 141  | 1.1981          |
| 1.3103        | 3.02  | 142  | 1.1961          |
| 1.1845        | 3.04  | 143  | 1.1942          |
| 1.2925        | 3.06  | 144  | 1.1926          |
| 1.1181        | 3.09  | 145  | 1.1911          |
| 1.4873        | 3.11  | 146  | 1.1893          |
| 1.1669        | 3.13  | 147  | 1.1877          |
| 1.384         | 3.15  | 148  | 1.1861          |
| 1.1951        | 3.17  | 149  | 1.1850          |
| 1.5083        | 3.19  | 150  | 1.1842          |
| 1.4537        | 3.21  | 151  | 1.1831          |
| 1.3802        | 3.23  | 152  | 1.1819          |
| 1.443         | 3.26  | 153  | 1.1807          |
| 1.2788        | 3.28  | 154  | 1.1790          |
| 1.3796        | 3.3   | 155  | 1.1779          |
| 1.3123        | 3.32  | 156  | 1.1772          |
| 1.3024        | 3.34  | 157  | 1.1769          |
| 1.0419        | 3.36  | 158  | 1.1769          |
| 1.1423        | 3.38  | 159  | 1.1777          |
| 1.0954        | 3.4   | 160  | 1.1787          |
| 1.2069        | 3.43  | 161  | 1.1798          |
| 1.3704        | 3.45  | 162  | 1.1810          |
| 1.4654        | 3.47  | 163  | 1.1817          |
| 1.223         | 3.49  | 164  | 1.1822          |
| 1.3811        | 3.51  | 165  | 1.1823          |
| 1.027         | 3.53  | 166  | 1.1826          |
| 0.9523        | 3.55  | 167  | 1.1831          |
| 1.1546        | 3.57  | 168  | 1.1832          |
| 1.2748        | 3.6   | 169  | 1.1835          |
| 1.2699        | 3.62  | 170  | 1.1836          |
| 1.4697        | 3.64  | 171  | 1.1834          |
| 1.3501        | 3.66  | 172  | 1.1830          |
| 1.2668        | 3.68  | 173  | 1.1827          |
| 1.2121        | 3.7   | 174  | 1.1821          |
| 0.8967        | 3.72  | 175  | 1.1826          |
| 1.3126        | 3.74  | 176  | 1.1835          |
| 1.2997        | 3.77  | 177  | 1.1846          |
| 1.3666        | 3.79  | 178  | 1.1856          |
| 1.2517        | 3.81  | 179  | 1.1867          |
| 1.022         | 3.83  | 180  | 1.1885          |
| 1.1694        | 3.85  | 181  | 1.1905          |
| 1.1843        | 3.87  | 182  | 1.1923          |
| 0.8612        | 3.89  | 183  | 1.1951          |
| 1.1394        | 3.91  | 184  | 1.1976          |
| 1.387         | 3.94  | 185  | 1.1993          |
| 1.2614        | 3.96  | 186  | 1.2007          |
| 1.3705        | 3.98  | 187  | 1.2009          |
| 1.0086        | 4.0   | 188  | 1.2009          |
| 1.4405        | 4.02  | 189  | 1.2007          |
| 1.2031        | 4.04  | 190  | 1.2003          |
| 1.2633        | 4.06  | 191  | 1.1997          |
| 1.0525        | 4.09  | 192  | 1.1988          |
| 1.0734        | 4.11  | 193  | 1.1971          |
| 1.1034        | 4.13  | 194  | 1.1953          |
| 1.4865        | 4.15  | 195  | 1.1929          |
| 1.0999        | 4.17  | 196  | 1.1907          |
| 0.9867        | 4.19  | 197  | 1.1893          |
| 0.9741        | 4.21  | 198  | 1.1885          |
| 1.3371        | 4.23  | 199  | 1.1880          |
| 1.0978        | 4.26  | 200  | 1.1875          |
| 1.1863        | 4.28  | 201  | 1.1873          |
| 1.2346        | 4.3   | 202  | 1.1869          |
| 1.007         | 4.32  | 203  | 1.1865          |
| 1.2739        | 4.34  | 204  | 1.1854          |
| 1.3803        | 4.36  | 205  | 1.1845          |
| 0.9438        | 4.38  | 206  | 1.1847          |
| 0.9082        | 4.4   | 207  | 1.1853          |
| 1.2066        | 4.43  | 208  | 1.1862          |
| 1.1002        | 4.45  | 209  | 1.1869          |
| 1.0443        | 4.47  | 210  | 1.1881          |
| 1.5107        | 4.49  | 211  | 1.1889          |
| 1.1524        | 4.51  | 212  | 1.1898          |
| 1.4075        | 4.53  | 213  | 1.1901          |
| 1.0296        | 4.55  | 214  | 1.1909          |
| 1.4881        | 4.57  | 215  | 1.1906          |
| 1.4919        | 4.6   | 216  | 1.1893          |
| 1.0295        | 4.62  | 217  | 1.1890          |
| 1.0891        | 4.64  | 218  | 1.1891          |
| 1.1395        | 4.66  | 219  | 1.1884          |
| 1.4347        | 4.68  | 220  | 1.1872          |
| 1.6514        | 4.7   | 221  | 1.1856          |
| 1.1608        | 4.72  | 222  | 1.1847          |
| 1.3473        | 4.74  | 223  | 1.1833          |
| 1.1785        | 4.77  | 224  | 1.1827          |
| 1.2321        | 4.79  | 225  | 1.1824          |
| 1.2876        | 4.81  | 226  | 1.1820          |
| 1.1757        | 4.83  | 227  | 1.1814          |
| 0.9282        | 4.85  | 228  | 1.1811          |
| 1.2784        | 4.87  | 229  | 1.1803          |
| 1.0302        | 4.89  | 230  | 1.1792          |
| 1.204         | 4.91  | 231  | 1.1784          |
| 1.0326        | 4.94  | 232  | 1.1778          |
| 1.3914        | 4.96  | 233  | 1.1770          |
| 0.9732        | 4.98  | 234  | 1.1770          |
| 1.0765        | 5.0   | 235  | 1.1771          |
| 1.2503        | 5.02  | 236  | 1.1776          |
| 1.2836        | 5.04  | 237  | 1.1782          |
| 1.1844        | 5.06  | 238  | 1.1785          |
| 1.3674        | 5.09  | 239  | 1.1785          |
| 1.3149        | 5.11  | 240  | 1.1789          |
| 1.2317        | 5.13  | 241  | 1.1792          |
| 0.9829        | 5.15  | 242  | 1.1799          |
| 0.8441        | 5.17  | 243  | 1.1802          |
| 1.0655        | 5.19  | 244  | 1.1810          |
| 1.0836        | 5.21  | 245  | 1.1817          |
| 1.2297        | 5.23  | 246  | 1.1823          |
| 0.9449        | 5.26  | 247  | 1.1828          |
| 1.4458        | 5.28  | 248  | 1.1829          |
| 0.9312        | 5.3   | 249  | 1.1833          |
| 1.0147        | 5.32  | 250  | 1.1844          |
| 1.0166        | 5.34  | 251  | 1.1853          |
| 1.2193        | 5.36  | 252  | 1.1863          |
| 1.1028        | 5.38  | 253  | 1.1876          |
| 0.9643        | 5.4   | 254  | 1.1883          |
| 0.7789        | 5.43  | 255  | 1.1887          |
| 1.3363        | 5.45  | 256  | 1.1889          |
| 1.0518        | 5.47  | 257  | 1.1890          |
| 0.984         | 5.49  | 258  | 1.1894          |
| 0.9891        | 5.51  | 259  | 1.1893          |
| 1.1256        | 5.53  | 260  | 1.1887          |
| 1.3248        | 5.55  | 261  | 1.1878          |
| 1.2256        | 5.57  | 262  | 1.1872          |
| 1.4624        | 5.6   | 263  | 1.1863          |
| 1.1927        | 5.62  | 264  | 1.1859          |
| 1.2636        | 5.64  | 265  | 1.1852          |
| 0.9282        | 5.66  | 266  | 1.1852          |
| 0.7331        | 5.68  | 267  | 1.1860          |
| 0.9813        | 5.7   | 268  | 1.1867          |
| 1.3365        | 5.72  | 269  | 1.1876          |
| 1.014         | 5.74  | 270  | 1.1885          |
| 1.2665        | 5.77  | 271  | 1.1885          |
| 0.9059        | 5.79  | 272  | 1.1890          |
| 1.0328        | 5.81  | 273  | 1.1899          |
| 1.0665        | 5.83  | 274  | 1.1905          |
| 1.1604        | 5.85  | 275  | 1.1909          |
| 0.9059        | 5.87  | 276  | 1.1913          |
| 1.061         | 5.89  | 277  | 1.1915          |
| 0.8671        | 5.91  | 278  | 1.1913          |
| 1.3143        | 5.94  | 279  | 1.1906          |
| 1.1451        | 5.96  | 280  | 1.1900          |
| 0.8383        | 5.98  | 281  | 1.1897          |
| 0.8921        | 6.0   | 282  | 1.1896          |
| 1.0486        | 6.02  | 283  | 1.1896          |
| 0.6538        | 6.04  | 284  | 1.1898          |
| 0.9361        | 6.06  | 285  | 1.1899          |
| 1.2392        | 6.09  | 286  | 1.1902          |
| 1.0409        | 6.11  | 287  | 1.1910          |
| 1.2406        | 6.13  | 288  | 1.1914          |
| 1.0792        | 6.15  | 289  | 1.1921          |
| 0.9954        | 6.17  | 290  | 1.1932          |
| 1.0286        | 6.19  | 291  | 1.1941          |
| 1.1392        | 6.21  | 292  | 1.1946          |
| 0.9699        | 6.23  | 293  | 1.1950          |
| 0.7124        | 6.26  | 294  | 1.1959          |
| 1.2828        | 6.28  | 295  | 1.1968          |
| 0.8169        | 6.3   | 296  | 1.1977          |
| 1.001         | 6.32  | 297  | 1.1992          |
| 0.8961        | 6.34  | 298  | 1.2015          |
| 0.9216        | 6.36  | 299  | 1.2035          |
| 1.0244        | 6.38  | 300  | 1.2055          |
| 1.272         | 6.4   | 301  | 1.2069          |
| 1.005         | 6.43  | 302  | 1.2084          |
| 1.0438        | 6.45  | 303  | 1.2099          |
| 1.0185        | 6.47  | 304  | 1.2111          |
| 0.8969        | 6.49  | 305  | 1.2120          |
| 0.802         | 6.51  | 306  | 1.2132          |
| 1.0453        | 6.53  | 307  | 1.2141          |
| 1.0051        | 6.55  | 308  | 1.2151          |
| 1.0798        | 6.57  | 309  | 1.2164          |
| 1.4647        | 6.6   | 310  | 1.2168          |
| 0.9142        | 6.62  | 311  | 1.2169          |
| 1.092         | 6.64  | 312  | 1.2171          |
| 1.0251        | 6.66  | 313  | 1.2167          |
| 0.8519        | 6.68  | 314  | 1.2161          |
| 0.9924        | 6.7   | 315  | 1.2151          |
| 1.2976        | 6.72  | 316  | 1.2136          |
| 1.0268        | 6.74  | 317  | 1.2123          |
| 1.0534        | 6.77  | 318  | 1.2108          |
| 1.2857        | 6.79  | 319  | 1.2088          |
| 0.9892        | 6.81  | 320  | 1.2072          |
| 0.9789        | 6.83  | 321  | 1.2056          |
| 0.8675        | 6.85  | 322  | 1.2048          |
| 0.9798        | 6.87  | 323  | 1.2042          |
| 1.2267        | 6.89  | 324  | 1.2038          |
| 1.1641        | 6.91  | 325  | 1.2029          |
| 1.3769        | 6.94  | 326  | 1.2014          |
| 0.9066        | 6.96  | 327  | 1.2000          |
| 1.598         | 6.98  | 328  | 1.1983          |
| 1.0333        | 7.0   | 329  | 1.1970          |
| 1.016         | 7.02  | 330  | 1.1967          |
| 0.9458        | 7.04  | 331  | 1.1967          |
| 1.118         | 7.06  | 332  | 1.1964          |
| 1.0069        | 7.09  | 333  | 1.1964          |
| 0.984         | 7.11  | 334  | 1.1965          |
| 1.1063        | 7.13  | 335  | 1.1964          |
| 0.9186        | 7.15  | 336  | 1.1965          |
| 1.1328        | 7.17  | 337  | 1.1968          |
| 1.0281        | 7.19  | 338  | 1.1970          |
| 1.1415        | 7.21  | 339  | 1.1973          |
| 0.9868        | 7.23  | 340  | 1.1981          |
| 1.1936        | 7.26  | 341  | 1.1988          |
| 0.6864        | 7.28  | 342  | 1.1997          |
| 1.2851        | 7.3   | 343  | 1.2003          |
| 1.065         | 7.32  | 344  | 1.2008          |
| 1.0244        | 7.34  | 345  | 1.2012          |
| 1.0387        | 7.36  | 346  | 1.2022          |
| 1.2904        | 7.38  | 347  | 1.2029          |
| 0.8598        | 7.4   | 348  | 1.2041          |
| 1.2277        | 7.43  | 349  | 1.2046          |
| 1.3071        | 7.45  | 350  | 1.2047          |
| 0.984         | 7.47  | 351  | 1.2049          |
| 0.9392        | 7.49  | 352  | 1.2051          |
| 0.8886        | 7.51  | 353  | 1.2048          |
| 0.833         | 7.53  | 354  | 1.2047          |
| 1.0211        | 7.55  | 355  | 1.2046          |
| 1.0704        | 7.57  | 356  | 1.2043          |
| 1.0893        | 7.6   | 357  | 1.2042          |
| 0.8576        | 7.62  | 358  | 1.2039          |
| 1.1494        | 7.64  | 359  | 1.2037          |
| 1.2198        | 7.66  | 360  | 1.2029          |
| 1.0204        | 7.68  | 361  | 1.2021          |
| 0.8117        | 7.7   | 362  | 1.2013          |
| 0.7845        | 7.72  | 363  | 1.2009          |
| 1.1076        | 7.74  | 364  | 1.2005          |
| 0.6961        | 7.77  | 365  | 1.2003          |
| 1.1127        | 7.79  | 366  | 1.1998          |
| 1.009         | 7.81  | 367  | 1.1999          |
| 0.8846        | 7.83  | 368  | 1.1998          |
| 0.865         | 7.85  | 369  | 1.2003          |
| 1.0436        | 7.87  | 370  | 1.2003          |
| 1.0648        | 7.89  | 371  | 1.2003          |
| 1.0411        | 7.91  | 372  | 1.2007          |
| 1.1948        | 7.94  | 373  | 1.2008          |
| 1.0773        | 7.96  | 374  | 1.2007          |
| 1.1474        | 7.98  | 375  | 1.2006          |
| 1.3795        | 8.0   | 376  | 1.2008          |
| 1.3892        | 8.02  | 377  | 1.2005          |
| 1.0678        | 8.04  | 378  | 1.2006          |
| 1.53          | 8.06  | 379  | 1.2002          |
| 0.7286        | 8.09  | 380  | 1.1998          |
| 0.9545        | 8.11  | 381  | 1.1995          |
| 1.0366        | 8.13  | 382  | 1.1991          |
| 1.0289        | 8.15  | 383  | 1.1985          |
| 1.04          | 8.17  | 384  | 1.1980          |
| 0.7763        | 8.19  | 385  | 1.1985          |
| 0.597         | 8.21  | 386  | 1.1991          |
| 1.2358        | 8.23  | 387  | 1.1999          |
| 0.7149        | 8.26  | 388  | 1.2008          |
| 0.9546        | 8.28  | 389  | 1.2014          |
| 1.0085        | 8.3   | 390  | 1.2019          |
| 0.9048        | 8.32  | 391  | 1.2023          |
| 0.9976        | 8.34  | 392  | 1.2024          |
| 1.2209        | 8.36  | 393  | 1.2022          |
| 0.8731        | 8.38  | 394  | 1.2023          |
| 1.3846        | 8.4   | 395  | 1.2021          |
| 0.9881        | 8.43  | 396  | 1.2021          |
| 0.9374        | 8.45  | 397  | 1.2022          |
| 0.7572        | 8.47  | 398  | 1.2024          |
| 0.9265        | 8.49  | 399  | 1.2032          |
| 1.0008        | 8.51  | 400  | 1.2035          |
| 0.8435        | 8.53  | 401  | 1.2040          |
| 1.033         | 8.55  | 402  | 1.2044          |
| 0.8181        | 8.57  | 403  | 1.2050          |
| 1.1232        | 8.6   | 404  | 1.2053          |
| 0.6155        | 8.62  | 405  | 1.2060          |
| 1.13          | 8.64  | 406  | 1.2065          |
| 1.2168        | 8.66  | 407  | 1.2064          |
| 0.9764        | 8.68  | 408  | 1.2063          |
| 1.1251        | 8.7   | 409  | 1.2067          |
| 0.6559        | 8.72  | 410  | 1.2079          |
| 1.0554        | 8.74  | 411  | 1.2089          |
| 1.2301        | 8.77  | 412  | 1.2093          |
| 0.9597        | 8.79  | 413  | 1.2103          |
| 0.7174        | 8.81  | 414  | 1.2112          |
| 1.0083        | 8.83  | 415  | 1.2117          |
| 1.0968        | 8.85  | 416  | 1.2119          |
| 0.9911        | 8.87  | 417  | 1.2116          |
| 1.2282        | 8.89  | 418  | 1.2110          |
| 0.9057        | 8.91  | 419  | 1.2102          |
| 0.8975        | 8.94  | 420  | 1.2093          |
| 0.7017        | 8.96  | 421  | 1.2085          |
| 1.0442        | 8.98  | 422  | 1.2075          |
| 1.2632        | 9.0   | 423  | 1.2066          |
| 0.4969        | 9.02  | 424  | 1.2066          |
| 0.9973        | 9.04  | 425  | 1.2065          |
| 0.9969        | 9.06  | 426  | 1.2064          |
| 0.843         | 9.09  | 427  | 1.2062          |
| 0.8619        | 9.11  | 428  | 1.2065          |
| 0.9959        | 9.13  | 429  | 1.2067          |
| 0.9466        | 9.15  | 430  | 1.2072          |
| 1.1408        | 9.17  | 431  | 1.2078          |
| 0.8565        | 9.19  | 432  | 1.2086          |
| 1.0228        | 9.21  | 433  | 1.2089          |
| 0.8104        | 9.23  | 434  | 1.2094          |
| 0.6723        | 9.26  | 435  | 1.2102          |
| 1.0232        | 9.28  | 436  | 1.2105          |
| 1.1588        | 9.3   | 437  | 1.2104          |
| 1.2531        | 9.32  | 438  | 1.2099          |
| 0.8413        | 9.34  | 439  | 1.2093          |
| 0.8939        | 9.36  | 440  | 1.2091          |
| 0.733         | 9.38  | 441  | 1.2092          |
| 0.744         | 9.4   | 442  | 1.2095          |
| 0.8857        | 9.43  | 443  | 1.2094          |
| 1.0393        | 9.45  | 444  | 1.2095          |
| 0.913         | 9.47  | 445  | 1.2093          |
| 1.1155        | 9.49  | 446  | 1.2091          |
| 0.9154        | 9.51  | 447  | 1.2092          |
| 1.036         | 9.53  | 448  | 1.2094          |
| 1.2105        | 9.55  | 449  | 1.2095          |
| 0.6298        | 9.57  | 450  | 1.2100          |
| 0.8795        | 9.6   | 451  | 1.2108          |
| 0.8513        | 9.62  | 452  | 1.2114          |
| 0.9633        | 9.64  | 453  | 1.2122          |
| 1.02          | 9.66  | 454  | 1.2129          |
| 1.3356        | 9.68  | 455  | 1.2134          |
| 1.0097        | 9.7   | 456  | 1.2141          |
| 0.73          | 9.72  | 457  | 1.2148          |
| 1.0924        | 9.74  | 458  | 1.2151          |
| 1.2789        | 9.77  | 459  | 1.2152          |
| 0.8527        | 9.79  | 460  | 1.2151          |
| 0.9166        | 9.81  | 461  | 1.2150          |
| 0.7188        | 9.83  | 462  | 1.2147          |
| 1.0428        | 9.85  | 463  | 1.2144          |
| 1.0955        | 9.87  | 464  | 1.2134          |
| 1.1744        | 9.89  | 465  | 1.2124          |
| 1.1324        | 9.91  | 466  | 1.2115          |
| 0.9818        | 9.94  | 467  | 1.2105          |
| 0.8571        | 9.96  | 468  | 1.2100          |
| 0.964         | 9.98  | 469  | 1.2098          |
| 0.8998        | 10.0  | 470  | 1.2095          |
| 0.8614        | 10.02 | 471  | 1.2097          |
| 0.9073        | 10.04 | 472  | 1.2098          |
| 1.1624        | 10.06 | 473  | 1.2103          |
| 0.9406        | 10.09 | 474  | 1.2111          |
| 0.9077        | 10.11 | 475  | 1.2116          |
| 0.9633        | 10.13 | 476  | 1.2124          |
| 0.8509        | 10.15 | 477  | 1.2132          |
| 1.0841        | 10.17 | 478  | 1.2137          |
| 1.024         | 10.19 | 479  | 1.2143          |
| 0.8115        | 10.21 | 480  | 1.2154          |
| 0.602         | 10.23 | 481  | 1.2167          |
| 0.8554        | 10.26 | 482  | 1.2179          |
| 0.8389        | 10.28 | 483  | 1.2194          |
| 0.754         | 10.3  | 484  | 1.2210          |
| 1.1135        | 10.32 | 485  | 1.2219          |
| 0.9837        | 10.34 | 486  | 1.2224          |
| 1.0271        | 10.36 | 487  | 1.2227          |
| 0.8573        | 10.38 | 488  | 1.2228          |
| 1.0546        | 10.4  | 489  | 1.2227          |
| 0.6255        | 10.43 | 490  | 1.2230          |
| 0.9938        | 10.45 | 491  | 1.2227          |
| 0.8872        | 10.47 | 492  | 1.2227          |
| 0.735         | 10.49 | 493  | 1.2231          |
| 1.0497        | 10.51 | 494  | 1.2232          |
| 0.8326        | 10.53 | 495  | 1.2235          |
| 1.355         | 10.55 | 496  | 1.2238          |
| 0.9891        | 10.57 | 497  | 1.2240          |
| 0.8033        | 10.6  | 498  | 1.2241          |
| 0.8182        | 10.62 | 499  | 1.2243          |
| 0.8101        | 10.64 | 500  | 1.2244          |
| 1.1171        | 10.66 | 501  | 1.2244          |
| 0.959         | 10.68 | 502  | 1.2244          |
| 0.8329        | 10.7  | 503  | 1.2242          |
| 0.6569        | 10.72 | 504  | 1.2243          |
| 1.1443        | 10.74 | 505  | 1.2242          |
| 0.8434        | 10.77 | 506  | 1.2244          |
| 1.0466        | 10.79 | 507  | 1.2246          |
| 0.9287        | 10.81 | 508  | 1.2244          |
| 0.8067        | 10.83 | 509  | 1.2245          |
| 0.8815        | 10.85 | 510  | 1.2249          |
| 1.2351        | 10.87 | 511  | 1.2246          |
| 0.7042        | 10.89 | 512  | 1.2246          |
| 0.8259        | 10.91 | 513  | 1.2246          |
| 1.3063        | 10.94 | 514  | 1.2245          |
| 1.1074        | 10.96 | 515  | 1.2243          |
| 0.8808        | 10.98 | 516  | 1.2242          |
| 0.8679        | 11.0  | 517  | 1.2241          |
| 1.0254        | 11.02 | 518  | 1.2240          |
| 0.9236        | 11.04 | 519  | 1.2240          |
| 1.011         | 11.06 | 520  | 1.2241          |
| 0.6683        | 11.09 | 521  | 1.2242          |
| 0.8837        | 11.11 | 522  | 1.2244          |
| 1.013         | 11.13 | 523  | 1.2245          |
| 0.8163        | 11.15 | 524  | 1.2247          |
| 1.0104        | 11.17 | 525  | 1.2248          |
| 1.0783        | 11.19 | 526  | 1.2249          |
| 1.0922        | 11.21 | 527  | 1.2251          |
| 0.8259        | 11.23 | 528  | 1.2253          |
| 0.7912        | 11.26 | 529  | 1.2258          |
| 0.8184        | 11.28 | 530  | 1.2263          |
| 0.8809        | 11.3  | 531  | 1.2270          |
| 1.0698        | 11.32 | 532  | 1.2277          |
| 0.9594        | 11.34 | 533  | 1.2278          |
| 1.2471        | 11.36 | 534  | 1.2276          |
| 0.8184        | 11.38 | 535  | 1.2276          |
| 0.8824        | 11.4  | 536  | 1.2277          |
| 0.9076        | 11.43 | 537  | 1.2279          |
| 0.806         | 11.45 | 538  | 1.2281          |
| 0.9146        | 11.47 | 539  | 1.2283          |
| 0.8715        | 11.49 | 540  | 1.2285          |
| 0.9517        | 11.51 | 541  | 1.2286          |
| 1.0729        | 11.53 | 542  | 1.2286          |
| 0.9916        | 11.55 | 543  | 1.2283          |
| 0.9089        | 11.57 | 544  | 1.2281          |
| 0.9878        | 11.6  | 545  | 1.2276          |
| 1.0224        | 11.62 | 546  | 1.2268          |
| 1.0531        | 11.64 | 547  | 1.2262          |
| 1.067         | 11.66 | 548  | 1.2252          |
| 1.1402        | 11.68 | 549  | 1.2244          |
| 0.9552        | 11.7  | 550  | 1.2237          |
| 0.913         | 11.72 | 551  | 1.2231          |
| 0.5152        | 11.74 | 552  | 1.2228          |
| 0.8412        | 11.77 | 553  | 1.2227          |
| 0.5697        | 11.79 | 554  | 1.2229          |
| 0.8068        | 11.81 | 555  | 1.2230          |
| 0.9142        | 11.83 | 556  | 1.2231          |
| 1.0595        | 11.85 | 557  | 1.2232          |
| 0.77          | 11.87 | 558  | 1.2237          |
| 0.8781        | 11.89 | 559  | 1.2241          |
| 0.6798        | 11.91 | 560  | 1.2245          |
| 0.7254        | 11.94 | 561  | 1.2252          |
| 0.8196        | 11.96 | 562  | 1.2257          |
| 1.2182        | 11.98 | 563  | 1.2261          |
| 0.6839        | 12.0  | 564  | 1.2267          |
| 0.9614        | 12.02 | 565  | 1.2270          |
| 0.9045        | 12.04 | 566  | 1.2270          |
| 1.2186        | 12.06 | 567  | 1.2267          |
| 0.7714        | 12.09 | 568  | 1.2265          |
| 0.7868        | 12.11 | 569  | 1.2263          |
| 0.6934        | 12.13 | 570  | 1.2264          |
| 0.7521        | 12.15 | 571  | 1.2265          |
| 1.1429        | 12.17 | 572  | 1.2265          |
| 0.7981        | 12.19 | 573  | 1.2267          |
| 1.1508        | 12.21 | 574  | 1.2268          |
| 0.7887        | 12.23 | 575  | 1.2269          |
| 1.1157        | 12.26 | 576  | 1.2269          |
| 0.9693        | 12.28 | 577  | 1.2271          |
| 0.6783        | 12.3  | 578  | 1.2273          |
| 0.7375        | 12.32 | 579  | 1.2276          |
| 0.7851        | 12.34 | 580  | 1.2278          |
| 0.8485        | 12.36 | 581  | 1.2281          |
| 0.7239        | 12.38 | 582  | 1.2283          |
| 1.2064        | 12.4  | 583  | 1.2284          |
| 0.8828        | 12.43 | 584  | 1.2286          |
| 0.9791        | 12.45 | 585  | 1.2289          |
| 0.5679        | 12.47 | 586  | 1.2292          |
| 0.8562        | 12.49 | 587  | 1.2296          |
| 0.8473        | 12.51 | 588  | 1.2298          |
| 0.8534        | 12.53 | 589  | 1.2300          |
| 0.7977        | 12.55 | 590  | 1.2301          |
| 0.6877        | 12.57 | 591  | 1.2302          |
| 0.9068        | 12.6  | 592  | 1.2303          |
| 1.0501        | 12.62 | 593  | 1.2302          |
| 0.8659        | 12.64 | 594  | 1.2301          |
| 0.9847        | 12.66 | 595  | 1.2300          |
| 0.8394        | 12.68 | 596  | 1.2299          |
| 1.1309        | 12.7  | 597  | 1.2299          |
| 1.1101        | 12.72 | 598  | 1.2300          |
| 1.0249        | 12.74 | 599  | 1.2300          |
| 0.8355        | 12.77 | 600  | 1.2301          |
| 0.8521        | 12.79 | 601  | 1.2301          |
| 0.4543        | 12.81 | 602  | 1.2304          |
| 0.954         | 12.83 | 603  | 1.2305          |
| 1.2081        | 12.85 | 604  | 1.2304          |
| 0.8036        | 12.87 | 605  | 1.2303          |
| 1.0177        | 12.89 | 606  | 1.2304          |
| 0.9683        | 12.91 | 607  | 1.2303          |
| 0.8127        | 12.94 | 608  | 1.2302          |
| 0.9546        | 12.96 | 609  | 1.2301          |
| 0.9983        | 12.98 | 610  | 1.2299          |
| 0.9005        | 13.0  | 611  | 1.2297          |
| 0.6572        | 13.02 | 612  | 1.2296          |
| 0.9344        | 13.04 | 613  | 1.2298          |
| 0.7199        | 13.06 | 614  | 1.2302          |
| 0.8189        | 13.09 | 615  | 1.2306          |
| 0.6956        | 13.11 | 616  | 1.2310          |
| 1.0579        | 13.13 | 617  | 1.2314          |
| 0.7074        | 13.15 | 618  | 1.2317          |
| 0.819         | 13.17 | 619  | 1.2320          |
| 0.9636        | 13.19 | 620  | 1.2324          |
| 0.9793        | 13.21 | 621  | 1.2328          |
| 1.277         | 13.23 | 622  | 1.2330          |
| 0.6756        | 13.26 | 623  | 1.2334          |
| 0.7434        | 13.28 | 624  | 1.2337          |
| 0.6858        | 13.3  | 625  | 1.2342          |
| 0.6808        | 13.32 | 626  | 1.2345          |
| 1.0252        | 13.34 | 627  | 1.2347          |
| 0.5286        | 13.36 | 628  | 1.2350          |
| 0.7782        | 13.38 | 629  | 1.2354          |
| 0.8896        | 13.4  | 630  | 1.2356          |
| 0.7696        | 13.43 | 631  | 1.2358          |
| 0.943         | 13.45 | 632  | 1.2360          |
| 0.8693        | 13.47 | 633  | 1.2362          |
| 1.0619        | 13.49 | 634  | 1.2363          |
| 0.7923        | 13.51 | 635  | 1.2363          |
| 1.0486        | 13.53 | 636  | 1.2362          |
| 0.8259        | 13.55 | 637  | 1.2362          |
| 1.0124        | 13.57 | 638  | 1.2361          |
| 0.9727        | 13.6  | 639  | 1.2361          |
| 0.9889        | 13.62 | 640  | 1.2360          |
| 0.8328        | 13.64 | 641  | 1.2360          |
| 0.9412        | 13.66 | 642  | 1.2360          |
| 0.9981        | 13.68 | 643  | 1.2359          |
| 1.068         | 13.7  | 644  | 1.2358          |
| 0.8636        | 13.72 | 645  | 1.2356          |
| 0.9235        | 13.74 | 646  | 1.2355          |
| 1.0828        | 13.77 | 647  | 1.2353          |
| 0.9283        | 13.79 | 648  | 1.2351          |
| 0.7438        | 13.81 | 649  | 1.2350          |
| 1.0585        | 13.83 | 650  | 1.2348          |
| 1.0429        | 13.85 | 651  | 1.2346          |
| 0.9622        | 13.87 | 652  | 1.2344          |
| 0.9415        | 13.89 | 653  | 1.2342          |
| 0.8813        | 13.91 | 654  | 1.2342          |
| 0.5934        | 13.94 | 655  | 1.2342          |
| 0.9433        | 13.96 | 656  | 1.2342          |
| 1.0204        | 13.98 | 657  | 1.2343          |
| 0.8736        | 14.0  | 658  | 1.2343          |
| 0.8143        | 14.02 | 659  | 1.2343          |
| 1.0001        | 14.04 | 660  | 1.2343          |
| 0.6601        | 14.06 | 661  | 1.2343          |
| 1.0706        | 14.09 | 662  | 1.2343          |
| 1.0309        | 14.11 | 663  | 1.2343          |
| 0.6468        | 14.13 | 664  | 1.2342          |
| 1.0351        | 14.15 | 665  | 1.2341          |
| 0.8987        | 14.17 | 666  | 1.2340          |
| 1.0643        | 14.19 | 667  | 1.2338          |
| 1.0915        | 14.21 | 668  | 1.2337          |
| 0.8358        | 14.23 | 669  | 1.2335          |
| 0.7566        | 14.26 | 670  | 1.2333          |
| 0.7732        | 14.28 | 671  | 1.2332          |
| 0.7843        | 14.3  | 672  | 1.2331          |
| 1.0444        | 14.32 | 673  | 1.2331          |
| 1.0399        | 14.34 | 674  | 1.2330          |
| 0.6354        | 14.36 | 675  | 1.2330          |
| 0.6233        | 14.38 | 676  | 1.2330          |
| 0.8515        | 14.4  | 677  | 1.2331          |
| 1.1154        | 14.43 | 678  | 1.2330          |
| 0.8509        | 14.45 | 679  | 1.2330          |
| 0.7757        | 14.47 | 680  | 1.2330          |
| 1.1048        | 14.49 | 681  | 1.2330          |
| 0.9494        | 14.51 | 682  | 1.2330          |
| 0.7803        | 14.53 | 683  | 1.2331          |
| 0.8226        | 14.55 | 684  | 1.2332          |
| 1.0328        | 14.57 | 685  | 1.2332          |
| 1.0905        | 14.6  | 686  | 1.2333          |
| 1.1461        | 14.62 | 687  | 1.2334          |
| 0.9327        | 14.64 | 688  | 1.2335          |
| 0.7905        | 14.66 | 689  | 1.2335          |
| 0.9071        | 14.68 | 690  | 1.2335          |
| 0.6524        | 14.7  | 691  | 1.2336          |
| 0.8598        | 14.72 | 692  | 1.2336          |
| 0.8877        | 14.74 | 693  | 1.2337          |
| 0.7271        | 14.77 | 694  | 1.2337          |
| 1.1724        | 14.79 | 695  | 1.2338          |
| 0.8527        | 14.81 | 696  | 1.2338          |
| 0.5951        | 14.83 | 697  | 1.2338          |
| 0.9821        | 14.85 | 698  | 1.2338          |
| 0.9895        | 14.87 | 699  | 1.2338          |
| 0.8334        | 14.89 | 700  | 1.2339          |
| 0.6437        | 14.91 | 701  | 1.2339          |
| 0.8335        | 14.94 | 702  | 1.2339          |
| 1.0604        | 14.96 | 703  | 1.2339          |
| 0.9142        | 14.98 | 704  | 1.2339          |
| 0.8858        | 15.0  | 705  | 1.2339          |


### Framework versions

- Transformers 4.38.1
- Pytorch 2.1.0+cu121
- Datasets 2.17.0
- Tokenizers 0.15.2
