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-15-warmup
  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-15-warmup

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: 1.2355

## 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: 41
- num_epochs: 15

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.9667        | 0.02  | 1    | 1.6464          |
| 2.4545        | 0.04  | 2    | 1.6443          |
| 2.4361        | 0.06  | 3    | 1.6400          |
| 2.1706        | 0.09  | 4    | 1.6340          |
| 1.8817        | 0.11  | 5    | 1.6263          |
| 1.7807        | 0.13  | 6    | 1.6177          |
| 1.948         | 0.15  | 7    | 1.6087          |
| 2.105         | 0.17  | 8    | 1.5986          |
| 2.3075        | 0.19  | 9    | 1.5886          |
| 2.2806        | 0.21  | 10   | 1.5780          |
| 1.7889        | 0.23  | 11   | 1.5675          |
| 2.0699        | 0.26  | 12   | 1.5571          |
| 1.6099        | 0.28  | 13   | 1.5468          |
| 1.739         | 0.3   | 14   | 1.5357          |
| 1.8916        | 0.32  | 15   | 1.5257          |
| 1.709         | 0.34  | 16   | 1.5157          |
| 1.6401        | 0.36  | 17   | 1.5061          |
| 2.1285        | 0.38  | 18   | 1.4964          |
| 1.9514        | 0.4   | 19   | 1.4866          |
| 1.8444        | 0.43  | 20   | 1.4766          |
| 1.5476        | 0.45  | 21   | 1.4668          |
| 1.6058        | 0.47  | 22   | 1.4559          |
| 1.4958        | 0.49  | 23   | 1.4449          |
| 1.6716        | 0.51  | 24   | 1.4328          |
| 1.3041        | 0.53  | 25   | 1.4220          |
| 2.3662        | 0.55  | 26   | 1.4107          |
| 2.0195        | 0.57  | 27   | 1.3997          |
| 1.5151        | 0.6   | 28   | 1.3897          |
| 2.0098        | 0.62  | 29   | 1.3796          |
| 2.232         | 0.64  | 30   | 1.3703          |
| 1.352         | 0.66  | 31   | 1.3615          |
| 1.7479        | 0.68  | 32   | 1.3532          |
| 1.756         | 0.7   | 33   | 1.3458          |
| 1.7509        | 0.72  | 34   | 1.3387          |
| 1.888         | 0.74  | 35   | 1.3317          |
| 1.5797        | 0.77  | 36   | 1.3256          |
| 1.74          | 0.79  | 37   | 1.3201          |
| 1.6288        | 0.81  | 38   | 1.3151          |
| 1.7669        | 0.83  | 39   | 1.3099          |
| 2.101         | 0.85  | 40   | 1.3045          |
| 1.322         | 0.87  | 41   | 1.3004          |
| 1.2121        | 0.89  | 42   | 1.2976          |
| 1.6025        | 0.91  | 43   | 1.2954          |
| 1.3643        | 0.94  | 44   | 1.2930          |
| 1.6701        | 0.96  | 45   | 1.2917          |
| 1.4029        | 0.98  | 46   | 1.2914          |
| 2.7487        | 1.0   | 47   | 1.2906          |
| 1.3429        | 1.02  | 48   | 1.2902          |
| 1.1366        | 1.04  | 49   | 1.2909          |
| 1.1554        | 1.06  | 50   | 1.2927          |
| 1.7526        | 1.09  | 51   | 1.2928          |
| 1.474         | 1.11  | 52   | 1.2910          |
| 1.863         | 1.13  | 53   | 1.2876          |
| 1.9122        | 1.15  | 54   | 1.2837          |
| 1.4084        | 1.17  | 55   | 1.2787          |
| 1.7607        | 1.19  | 56   | 1.2731          |
| 1.6029        | 1.21  | 57   | 1.2669          |
| 1.0863        | 1.23  | 58   | 1.2620          |
| 1.4262        | 1.26  | 59   | 1.2576          |
| 1.0527        | 1.28  | 60   | 1.2546          |
| 1.6006        | 1.3   | 61   | 1.2508          |
| 1.6631        | 1.32  | 62   | 1.2468          |
| 1.6574        | 1.34  | 63   | 1.2432          |
| 1.5513        | 1.36  | 64   | 1.2399          |
| 1.5335        | 1.38  | 65   | 1.2368          |
| 1.6789        | 1.4   | 66   | 1.2332          |
| 1.5144        | 1.43  | 67   | 1.2298          |
| 1.3471        | 1.45  | 68   | 1.2276          |
| 1.8718        | 1.47  | 69   | 1.2255          |
| 1.3126        | 1.49  | 70   | 1.2241          |
| 1.5729        | 1.51  | 71   | 1.2229          |
| 1.7027        | 1.53  | 72   | 1.2216          |
| 1.4672        | 1.55  | 73   | 1.2204          |
| 1.5982        | 1.57  | 74   | 1.2193          |
| 1.0943        | 1.6   | 75   | 1.2197          |
| 1.5396        | 1.62  | 76   | 1.2201          |
| 1.7971        | 1.64  | 77   | 1.2200          |
| 1.5562        | 1.66  | 78   | 1.2201          |
| 1.8446        | 1.68  | 79   | 1.2199          |
| 1.4402        | 1.7   | 80   | 1.2189          |
| 1.4202        | 1.72  | 81   | 1.2189          |
| 1.2645        | 1.74  | 82   | 1.2191          |
| 1.7016        | 1.77  | 83   | 1.2192          |
| 1.454         | 1.79  | 84   | 1.2198          |
| 1.229         | 1.81  | 85   | 1.2212          |
| 1.6632        | 1.83  | 86   | 1.2221          |
| 1.7068        | 1.85  | 87   | 1.2227          |
| 0.9776        | 1.87  | 88   | 1.2246          |
| 1.6608        | 1.89  | 89   | 1.2263          |
| 1.7359        | 1.91  | 90   | 1.2270          |
| 1.2871        | 1.94  | 91   | 1.2275          |
| 1.0407        | 1.96  | 92   | 1.2286          |
| 1.3798        | 1.98  | 93   | 1.2290          |
| 1.0639        | 2.0   | 94   | 1.2296          |
| 1.3378        | 2.02  | 95   | 1.2293          |
| 1.6735        | 2.04  | 96   | 1.2289          |
| 1.5583        | 2.06  | 97   | 1.2281          |
| 1.6152        | 2.09  | 98   | 1.2269          |
| 1.274         | 2.11  | 99   | 1.2246          |
| 1.6458        | 2.13  | 100  | 1.2219          |
| 1.0769        | 2.15  | 101  | 1.2204          |
| 1.3137        | 2.17  | 102  | 1.2181          |
| 1.2746        | 2.19  | 103  | 1.2165          |
| 1.3584        | 2.21  | 104  | 1.2153          |
| 1.3399        | 2.23  | 105  | 1.2144          |
| 1.1962        | 2.26  | 106  | 1.2134          |
| 1.4782        | 2.28  | 107  | 1.2118          |
| 1.0676        | 2.3   | 108  | 1.2109          |
| 1.3653        | 2.32  | 109  | 1.2104          |
| 1.4322        | 2.34  | 110  | 1.2092          |
| 1.3757        | 2.36  | 111  | 1.2085          |
| 0.8468        | 2.38  | 112  | 1.2088          |
| 1.4621        | 2.4   | 113  | 1.2084          |
| 1.2588        | 2.43  | 114  | 1.2086          |
| 1.0934        | 2.45  | 115  | 1.2089          |
| 1.1923        | 2.47  | 116  | 1.2100          |
| 1.2989        | 2.49  | 117  | 1.2105          |
| 1.4685        | 2.51  | 118  | 1.2099          |
| 1.5793        | 2.53  | 119  | 1.2094          |
| 1.5058        | 2.55  | 120  | 1.2087          |
| 1.3849        | 2.57  | 121  | 1.2085          |
| 1.7642        | 2.6   | 122  | 1.2074          |
| 1.2858        | 2.62  | 123  | 1.2062          |
| 1.0106        | 2.64  | 124  | 1.2057          |
| 1.5447        | 2.66  | 125  | 1.2048          |
| 1.3997        | 2.68  | 126  | 1.2045          |
| 1.2507        | 2.7   | 127  | 1.2048          |
| 1.0845        | 2.72  | 128  | 1.2050          |
| 1.3003        | 2.74  | 129  | 1.2057          |
| 1.5281        | 2.77  | 130  | 1.2073          |
| 1.0856        | 2.79  | 131  | 1.2091          |
| 1.5316        | 2.81  | 132  | 1.2104          |
| 1.5002        | 2.83  | 133  | 1.2113          |
| 1.2596        | 2.85  | 134  | 1.2119          |
| 1.3849        | 2.87  | 135  | 1.2123          |
| 1.6906        | 2.89  | 136  | 1.2117          |
| 1.5706        | 2.91  | 137  | 1.2100          |
| 1.623         | 2.94  | 138  | 1.2073          |
| 1.5116        | 2.96  | 139  | 1.2045          |
| 1.0376        | 2.98  | 140  | 1.2024          |
| 1.7914        | 3.0   | 141  | 1.2000          |
| 1.3306        | 3.02  | 142  | 1.1977          |
| 1.1926        | 3.04  | 143  | 1.1956          |
| 1.3087        | 3.06  | 144  | 1.1938          |
| 1.1353        | 3.09  | 145  | 1.1921          |
| 1.5161        | 3.11  | 146  | 1.1897          |
| 1.1842        | 3.13  | 147  | 1.1876          |
| 1.407         | 3.15  | 148  | 1.1856          |
| 1.213         | 3.17  | 149  | 1.1842          |
| 1.5212        | 3.19  | 150  | 1.1831          |
| 1.4898        | 3.21  | 151  | 1.1818          |
| 1.4041        | 3.23  | 152  | 1.1806          |
| 1.4567        | 3.26  | 153  | 1.1794          |
| 1.3061        | 3.28  | 154  | 1.1779          |
| 1.4033        | 3.3   | 155  | 1.1768          |
| 1.3228        | 3.32  | 156  | 1.1762          |
| 1.3397        | 3.34  | 157  | 1.1761          |
| 1.0637        | 3.36  | 158  | 1.1762          |
| 1.1256        | 3.38  | 159  | 1.1772          |
| 1.1232        | 3.4   | 160  | 1.1785          |
| 1.2295        | 3.43  | 161  | 1.1797          |
| 1.3916        | 3.45  | 162  | 1.1811          |
| 1.4738        | 3.47  | 163  | 1.1822          |
| 1.2466        | 3.49  | 164  | 1.1831          |
| 1.4013        | 3.51  | 165  | 1.1834          |
| 1.0512        | 3.53  | 166  | 1.1839          |
| 0.9767        | 3.55  | 167  | 1.1846          |
| 1.1432        | 3.57  | 168  | 1.1849          |
| 1.2935        | 3.6   | 169  | 1.1855          |
| 1.2865        | 3.62  | 170  | 1.1859          |
| 1.487         | 3.64  | 171  | 1.1859          |
| 1.3381        | 3.66  | 172  | 1.1856          |
| 1.2626        | 3.68  | 173  | 1.1855          |
| 1.2248        | 3.7   | 174  | 1.1850          |
| 0.9318        | 3.72  | 175  | 1.1859          |
| 1.3223        | 3.74  | 176  | 1.1867          |
| 1.3226        | 3.77  | 177  | 1.1880          |
| 1.3931        | 3.79  | 178  | 1.1891          |
| 1.2752        | 3.81  | 179  | 1.1904          |
| 1.047         | 3.83  | 180  | 1.1924          |
| 1.1886        | 3.85  | 181  | 1.1944          |
| 1.2285        | 3.87  | 182  | 1.1961          |
| 0.8821        | 3.89  | 183  | 1.1989          |
| 1.1705        | 3.91  | 184  | 1.2014          |
| 1.4242        | 3.94  | 185  | 1.2031          |
| 1.2853        | 3.96  | 186  | 1.2044          |
| 1.3986        | 3.98  | 187  | 1.2044          |
| 0.995         | 4.0   | 188  | 1.2040          |
| 1.4626        | 4.02  | 189  | 1.2036          |
| 1.2084        | 4.04  | 190  | 1.2029          |
| 1.2624        | 4.06  | 191  | 1.2020          |
| 1.0631        | 4.09  | 192  | 1.2006          |
| 1.0948        | 4.11  | 193  | 1.1984          |
| 1.1124        | 4.13  | 194  | 1.1961          |
| 1.493         | 4.15  | 195  | 1.1931          |
| 1.1308        | 4.17  | 196  | 1.1906          |
| 0.9889        | 4.19  | 197  | 1.1888          |
| 0.9871        | 4.21  | 198  | 1.1880          |
| 1.3625        | 4.23  | 199  | 1.1874          |
| 1.0979        | 4.26  | 200  | 1.1868          |
| 1.1923        | 4.28  | 201  | 1.1867          |
| 1.2575        | 4.3   | 202  | 1.1863          |
| 1.0115        | 4.32  | 203  | 1.1861          |
| 1.2956        | 4.34  | 204  | 1.1857          |
| 1.3653        | 4.36  | 205  | 1.1856          |
| 0.9581        | 4.38  | 206  | 1.1864          |
| 0.9203        | 4.4   | 207  | 1.1876          |
| 1.1975        | 4.43  | 208  | 1.1892          |
| 1.1205        | 4.45  | 209  | 1.1908          |
| 1.0527        | 4.47  | 210  | 1.1924          |
| 1.5056        | 4.49  | 211  | 1.1935          |
| 1.1822        | 4.51  | 212  | 1.1946          |
| 1.4337        | 4.53  | 213  | 1.1948          |
| 1.0364        | 4.55  | 214  | 1.1954          |
| 1.4977        | 4.57  | 215  | 1.1948          |
| 1.5055        | 4.6   | 216  | 1.1932          |
| 1.0352        | 4.62  | 217  | 1.1924          |
| 1.084         | 4.64  | 218  | 1.1922          |
| 1.1441        | 4.66  | 219  | 1.1911          |
| 1.4411        | 4.68  | 220  | 1.1894          |
| 1.6655        | 4.7   | 221  | 1.1873          |
| 1.1853        | 4.72  | 222  | 1.1860          |
| 1.3747        | 4.74  | 223  | 1.1841          |
| 1.1934        | 4.77  | 224  | 1.1831          |
| 1.2477        | 4.79  | 225  | 1.1824          |
| 1.3121        | 4.81  | 226  | 1.1817          |
| 1.1818        | 4.83  | 227  | 1.1809          |
| 0.9407        | 4.85  | 228  | 1.1804          |
| 1.303         | 4.87  | 229  | 1.1792          |
| 1.0454        | 4.89  | 230  | 1.1779          |
| 1.2141        | 4.91  | 231  | 1.1770          |
| 1.0324        | 4.94  | 232  | 1.1763          |
| 1.4047        | 4.96  | 233  | 1.1754          |
| 0.9807        | 4.98  | 234  | 1.1755          |
| 1.0778        | 5.0   | 235  | 1.1756          |
| 1.2506        | 5.02  | 236  | 1.1762          |
| 1.2868        | 5.04  | 237  | 1.1769          |
| 1.1988        | 5.06  | 238  | 1.1774          |
| 1.3789        | 5.09  | 239  | 1.1774          |
| 1.3524        | 5.11  | 240  | 1.1778          |
| 1.2539        | 5.13  | 241  | 1.1782          |
| 0.9897        | 5.15  | 242  | 1.1789          |
| 0.8569        | 5.17  | 243  | 1.1794          |
| 1.0817        | 5.19  | 244  | 1.1805          |
| 1.0787        | 5.21  | 245  | 1.1814          |
| 1.2513        | 5.23  | 246  | 1.1823          |
| 0.9568        | 5.26  | 247  | 1.1830          |
| 1.4582        | 5.28  | 248  | 1.1833          |
| 0.937         | 5.3   | 249  | 1.1840          |
| 1.0291        | 5.32  | 250  | 1.1855          |
| 1.0047        | 5.34  | 251  | 1.1867          |
| 1.2426        | 5.36  | 252  | 1.1879          |
| 1.1143        | 5.38  | 253  | 1.1895          |
| 0.9608        | 5.4   | 254  | 1.1905          |
| 0.8095        | 5.43  | 255  | 1.1909          |
| 1.3595        | 5.45  | 256  | 1.1911          |
| 1.0627        | 5.47  | 257  | 1.1911          |
| 0.9898        | 5.49  | 258  | 1.1909          |
| 0.9931        | 5.51  | 259  | 1.1906          |
| 1.1374        | 5.53  | 260  | 1.1898          |
| 1.3457        | 5.55  | 261  | 1.1885          |
| 1.2375        | 5.57  | 262  | 1.1875          |
| 1.4788        | 5.6   | 263  | 1.1865          |
| 1.2088        | 5.62  | 264  | 1.1857          |
| 1.266         | 5.64  | 265  | 1.1847          |
| 0.9349        | 5.66  | 266  | 1.1849          |
| 0.726         | 5.68  | 267  | 1.1858          |
| 1.002         | 5.7   | 268  | 1.1867          |
| 1.3502        | 5.72  | 269  | 1.1876          |
| 1.0362        | 5.74  | 270  | 1.1886          |
| 1.2812        | 5.77  | 271  | 1.1887          |
| 0.8987        | 5.79  | 272  | 1.1893          |
| 1.044         | 5.81  | 273  | 1.1903          |
| 1.0796        | 5.83  | 274  | 1.1909          |
| 1.1613        | 5.85  | 275  | 1.1912          |
| 0.9256        | 5.87  | 276  | 1.1915          |
| 1.0668        | 5.89  | 277  | 1.1916          |
| 0.8857        | 5.91  | 278  | 1.1913          |
| 1.2915        | 5.94  | 279  | 1.1905          |
| 1.1701        | 5.96  | 280  | 1.1897          |
| 0.8379        | 5.98  | 281  | 1.1894          |
| 0.8857        | 6.0   | 282  | 1.1893          |
| 1.0643        | 6.02  | 283  | 1.1892          |
| 0.6472        | 6.04  | 284  | 1.1893          |
| 0.9508        | 6.06  | 285  | 1.1893          |
| 1.2486        | 6.09  | 286  | 1.1895          |
| 1.0606        | 6.11  | 287  | 1.1901          |
| 1.2126        | 6.13  | 288  | 1.1905          |
| 1.0849        | 6.15  | 289  | 1.1911          |
| 0.9876        | 6.17  | 290  | 1.1922          |
| 1.0195        | 6.19  | 291  | 1.1932          |
| 1.1427        | 6.21  | 292  | 1.1937          |
| 0.975         | 6.23  | 293  | 1.1942          |
| 0.7155        | 6.26  | 294  | 1.1952          |
| 1.2893        | 6.28  | 295  | 1.1962          |
| 0.7985        | 6.3   | 296  | 1.1974          |
| 1.0161        | 6.32  | 297  | 1.1991          |
| 0.9194        | 6.34  | 298  | 1.2017          |
| 0.9292        | 6.36  | 299  | 1.2041          |
| 1.0484        | 6.38  | 300  | 1.2064          |
| 1.2873        | 6.4   | 301  | 1.2081          |
| 1.0052        | 6.43  | 302  | 1.2100          |
| 1.0546        | 6.45  | 303  | 1.2117          |
| 1.0157        | 6.47  | 304  | 1.2131          |
| 0.9218        | 6.49  | 305  | 1.2142          |
| 0.801         | 6.51  | 306  | 1.2155          |
| 1.0598        | 6.53  | 307  | 1.2165          |
| 0.9959        | 6.55  | 308  | 1.2176          |
| 1.087         | 6.57  | 309  | 1.2189          |
| 1.4722        | 6.6   | 310  | 1.2192          |
| 0.9014        | 6.62  | 311  | 1.2196          |
| 1.0947        | 6.64  | 312  | 1.2200          |
| 1.0382        | 6.66  | 313  | 1.2198          |
| 0.858         | 6.68  | 314  | 1.2192          |
| 0.9865        | 6.7   | 315  | 1.2184          |
| 1.2978        | 6.72  | 316  | 1.2169          |
| 1.0321        | 6.74  | 317  | 1.2157          |
| 1.0643        | 6.77  | 318  | 1.2143          |
| 1.2922        | 6.79  | 319  | 1.2123          |
| 0.9979        | 6.81  | 320  | 1.2108          |
| 0.9959        | 6.83  | 321  | 1.2092          |
| 0.8715        | 6.85  | 322  | 1.2084          |
| 0.9744        | 6.87  | 323  | 1.2079          |
| 1.2371        | 6.89  | 324  | 1.2073          |
| 1.1729        | 6.91  | 325  | 1.2062          |
| 1.3964        | 6.94  | 326  | 1.2044          |
| 0.9163        | 6.96  | 327  | 1.2029          |
| 1.5975        | 6.98  | 328  | 1.2010          |
| 1.0804        | 7.0   | 329  | 1.1995          |
| 1.0323        | 7.02  | 330  | 1.1991          |
| 0.9406        | 7.04  | 331  | 1.1989          |
| 1.0921        | 7.06  | 332  | 1.1985          |
| 1.0013        | 7.09  | 333  | 1.1985          |
| 0.9852        | 7.11  | 334  | 1.1986          |
| 1.1076        | 7.13  | 335  | 1.1984          |
| 0.9244        | 7.15  | 336  | 1.1986          |
| 1.1296        | 7.17  | 337  | 1.1988          |
| 1.0143        | 7.19  | 338  | 1.1990          |
| 1.1623        | 7.21  | 339  | 1.1994          |
| 0.9863        | 7.23  | 340  | 1.2004          |
| 1.1909        | 7.26  | 341  | 1.2011          |
| 0.6969        | 7.28  | 342  | 1.2022          |
| 1.2884        | 7.3   | 343  | 1.2028          |
| 1.0522        | 7.32  | 344  | 1.2033          |
| 1.0197        | 7.34  | 345  | 1.2038          |
| 1.0357        | 7.36  | 346  | 1.2047          |
| 1.3089        | 7.38  | 347  | 1.2053          |
| 0.8648        | 7.4   | 348  | 1.2064          |
| 1.2338        | 7.43  | 349  | 1.2067          |
| 1.3109        | 7.45  | 350  | 1.2066          |
| 0.9705        | 7.47  | 351  | 1.2067          |
| 0.9489        | 7.49  | 352  | 1.2068          |
| 0.8943        | 7.51  | 353  | 1.2064          |
| 0.8248        | 7.53  | 354  | 1.2062          |
| 1.0269        | 7.55  | 355  | 1.2058          |
| 1.0779        | 7.57  | 356  | 1.2052          |
| 1.0896        | 7.6   | 357  | 1.2048          |
| 0.8612        | 7.62  | 358  | 1.2042          |
| 1.1585        | 7.64  | 359  | 1.2039          |
| 1.2301        | 7.66  | 360  | 1.2029          |
| 1.0214        | 7.68  | 361  | 1.2020          |
| 0.8139        | 7.7   | 362  | 1.2011          |
| 0.7917        | 7.72  | 363  | 1.2007          |
| 1.1115        | 7.74  | 364  | 1.2003          |
| 0.6928        | 7.77  | 365  | 1.2002          |
| 1.102         | 7.79  | 366  | 1.1998          |
| 1.0183        | 7.81  | 367  | 1.2000          |
| 0.8946        | 7.83  | 368  | 1.2000          |
| 0.8605        | 7.85  | 369  | 1.2006          |
| 1.0517        | 7.87  | 370  | 1.2007          |
| 1.0663        | 7.89  | 371  | 1.2006          |
| 1.0523        | 7.91  | 372  | 1.2010          |
| 1.2151        | 7.94  | 373  | 1.2013          |
| 1.0897        | 7.96  | 374  | 1.2013          |
| 1.1518        | 7.98  | 375  | 1.2013          |
| 1.3891        | 8.0   | 376  | 1.2017          |
| 1.3617        | 8.02  | 377  | 1.2015          |
| 1.0901        | 8.04  | 378  | 1.2018          |
| 1.5281        | 8.06  | 379  | 1.2015          |
| 0.7301        | 8.09  | 380  | 1.2013          |
| 0.95          | 8.11  | 381  | 1.2011          |
| 1.0097        | 8.13  | 382  | 1.2008          |
| 1.0254        | 8.15  | 383  | 1.2004          |
| 1.0425        | 8.17  | 384  | 1.2000          |
| 0.7891        | 8.19  | 385  | 1.2006          |
| 0.5937        | 8.21  | 386  | 1.2016          |
| 1.2323        | 8.23  | 387  | 1.2026          |
| 0.7101        | 8.26  | 388  | 1.2038          |
| 0.9621        | 8.28  | 389  | 1.2046          |
| 1.0163        | 8.3   | 390  | 1.2052          |
| 0.9164        | 8.32  | 391  | 1.2057          |
| 1.0047        | 8.34  | 392  | 1.2056          |
| 1.206         | 8.36  | 393  | 1.2052          |
| 0.8669        | 8.38  | 394  | 1.2052          |
| 1.3794        | 8.4   | 395  | 1.2049          |
| 0.9991        | 8.43  | 396  | 1.2047          |
| 0.9352        | 8.45  | 397  | 1.2047          |
| 0.7621        | 8.47  | 398  | 1.2048          |
| 0.9343        | 8.49  | 399  | 1.2055          |
| 1.004         | 8.51  | 400  | 1.2058          |
| 0.8509        | 8.53  | 401  | 1.2063          |
| 1.038         | 8.55  | 402  | 1.2067          |
| 0.8357        | 8.57  | 403  | 1.2073          |
| 1.1329        | 8.6   | 404  | 1.2075          |
| 0.6185        | 8.62  | 405  | 1.2082          |
| 1.1308        | 8.64  | 406  | 1.2084          |
| 1.2186        | 8.66  | 407  | 1.2080          |
| 0.9866        | 8.68  | 408  | 1.2077          |
| 1.1335        | 8.7   | 409  | 1.2079          |
| 0.6568        | 8.72  | 410  | 1.2089          |
| 1.0745        | 8.74  | 411  | 1.2098          |
| 1.2385        | 8.77  | 412  | 1.2100          |
| 0.9554        | 8.79  | 413  | 1.2109          |
| 0.7232        | 8.81  | 414  | 1.2117          |
| 1.0016        | 8.83  | 415  | 1.2118          |
| 1.0813        | 8.85  | 416  | 1.2117          |
| 0.9908        | 8.87  | 417  | 1.2110          |
| 1.2274        | 8.89  | 418  | 1.2101          |
| 0.9004        | 8.91  | 419  | 1.2092          |
| 0.8995        | 8.94  | 420  | 1.2082          |
| 0.6937        | 8.96  | 421  | 1.2073          |
| 1.0519        | 8.98  | 422  | 1.2062          |
| 1.2531        | 9.0   | 423  | 1.2053          |
| 0.5019        | 9.02  | 424  | 1.2054          |
| 0.9939        | 9.04  | 425  | 1.2053          |
| 0.9925        | 9.06  | 426  | 1.2054          |
| 0.8055        | 9.09  | 427  | 1.2055          |
| 0.8666        | 9.11  | 428  | 1.2060          |
| 0.9951        | 9.13  | 429  | 1.2064          |
| 0.9366        | 9.15  | 430  | 1.2069          |
| 1.1513        | 9.17  | 431  | 1.2077          |
| 0.864         | 9.19  | 432  | 1.2086          |
| 1.0111        | 9.21  | 433  | 1.2089          |
| 0.8156        | 9.23  | 434  | 1.2095          |
| 0.6794        | 9.26  | 435  | 1.2104          |
| 1.024         | 9.28  | 436  | 1.2109          |
| 1.1593        | 9.3   | 437  | 1.2109          |
| 1.2502        | 9.32  | 438  | 1.2105          |
| 0.8281        | 9.34  | 439  | 1.2101          |
| 0.9008        | 9.36  | 440  | 1.2101          |
| 0.7181        | 9.38  | 441  | 1.2105          |
| 0.7282        | 9.4   | 442  | 1.2109          |
| 0.8809        | 9.43  | 443  | 1.2109          |
| 1.0362        | 9.45  | 444  | 1.2112          |
| 0.9121        | 9.47  | 445  | 1.2112          |
| 1.1075        | 9.49  | 446  | 1.2112          |
| 0.906         | 9.51  | 447  | 1.2114          |
| 1.0327        | 9.53  | 448  | 1.2119          |
| 1.2168        | 9.55  | 449  | 1.2120          |
| 0.6352        | 9.57  | 450  | 1.2126          |
| 0.8875        | 9.6   | 451  | 1.2135          |
| 0.8587        | 9.62  | 452  | 1.2142          |
| 0.9561        | 9.64  | 453  | 1.2150          |
| 1.0226        | 9.66  | 454  | 1.2158          |
| 1.3241        | 9.68  | 455  | 1.2163          |
| 1.0117        | 9.7   | 456  | 1.2171          |
| 0.7255        | 9.72  | 457  | 1.2177          |
| 1.1023        | 9.74  | 458  | 1.2180          |
| 1.2677        | 9.77  | 459  | 1.2178          |
| 0.8539        | 9.79  | 460  | 1.2173          |
| 0.9335        | 9.81  | 461  | 1.2166          |
| 0.7214        | 9.83  | 462  | 1.2160          |
| 1.0556        | 9.85  | 463  | 1.2153          |
| 1.0694        | 9.87  | 464  | 1.2140          |
| 1.1814        | 9.89  | 465  | 1.2127          |
| 1.1573        | 9.91  | 466  | 1.2115          |
| 0.9729        | 9.94  | 467  | 1.2103          |
| 0.8609        | 9.96  | 468  | 1.2096          |
| 0.9811        | 9.98  | 469  | 1.2092          |
| 0.8868        | 10.0  | 470  | 1.2086          |
| 0.8651        | 10.02 | 471  | 1.2088          |
| 0.8995        | 10.04 | 472  | 1.2088          |
| 1.1421        | 10.06 | 473  | 1.2093          |
| 0.944         | 10.09 | 474  | 1.2101          |
| 0.9218        | 10.11 | 475  | 1.2106          |
| 0.9569        | 10.13 | 476  | 1.2116          |
| 0.8649        | 10.15 | 477  | 1.2125          |
| 1.0783        | 10.17 | 478  | 1.2133          |
| 1.0356        | 10.19 | 479  | 1.2139          |
| 0.8099        | 10.21 | 480  | 1.2152          |
| 0.5889        | 10.23 | 481  | 1.2166          |
| 0.8428        | 10.26 | 482  | 1.2180          |
| 0.8419        | 10.28 | 483  | 1.2198          |
| 0.7744        | 10.3  | 484  | 1.2214          |
| 1.1157        | 10.32 | 485  | 1.2221          |
| 0.9793        | 10.34 | 486  | 1.2227          |
| 1.0079        | 10.36 | 487  | 1.2231          |
| 0.8489        | 10.38 | 488  | 1.2234          |
| 1.0579        | 10.4  | 489  | 1.2235          |
| 0.6212        | 10.43 | 490  | 1.2239          |
| 0.9997        | 10.45 | 491  | 1.2239          |
| 0.9023        | 10.47 | 492  | 1.2240          |
| 0.7276        | 10.49 | 493  | 1.2246          |
| 1.0537        | 10.51 | 494  | 1.2249          |
| 0.8226        | 10.53 | 495  | 1.2254          |
| 1.3604        | 10.55 | 496  | 1.2257          |
| 0.9817        | 10.57 | 497  | 1.2261          |
| 0.8109        | 10.6  | 498  | 1.2263          |
| 0.8237        | 10.62 | 499  | 1.2266          |
| 0.8102        | 10.64 | 500  | 1.2268          |
| 1.1175        | 10.66 | 501  | 1.2269          |
| 0.9518        | 10.68 | 502  | 1.2270          |
| 0.8294        | 10.7  | 503  | 1.2268          |
| 0.6542        | 10.72 | 504  | 1.2270          |
| 1.15          | 10.74 | 505  | 1.2268          |
| 0.847         | 10.77 | 506  | 1.2270          |
| 1.0546        | 10.79 | 507  | 1.2273          |
| 0.9229        | 10.81 | 508  | 1.2271          |
| 0.8002        | 10.83 | 509  | 1.2272          |
| 0.8821        | 10.85 | 510  | 1.2276          |
| 1.226         | 10.87 | 511  | 1.2273          |
| 0.703         | 10.89 | 512  | 1.2273          |
| 0.8306        | 10.91 | 513  | 1.2272          |
| 1.3012        | 10.94 | 514  | 1.2270          |
| 1.1099        | 10.96 | 515  | 1.2267          |
| 0.8719        | 10.98 | 516  | 1.2266          |
| 0.8791        | 11.0  | 517  | 1.2264          |
| 1.0088        | 11.02 | 518  | 1.2262          |
| 0.9005        | 11.04 | 519  | 1.2262          |
| 0.9958        | 11.06 | 520  | 1.2262          |
| 0.6769        | 11.09 | 521  | 1.2263          |
| 0.8875        | 11.11 | 522  | 1.2265          |
| 1.0043        | 11.13 | 523  | 1.2265          |
| 0.8179        | 11.15 | 524  | 1.2266          |
| 1.0228        | 11.17 | 525  | 1.2267          |
| 1.0861        | 11.19 | 526  | 1.2268          |
| 1.0958        | 11.21 | 527  | 1.2269          |
| 0.8243        | 11.23 | 528  | 1.2271          |
| 0.7919        | 11.26 | 529  | 1.2276          |
| 0.8028        | 11.28 | 530  | 1.2282          |
| 0.868         | 11.3  | 531  | 1.2289          |
| 1.0766        | 11.32 | 532  | 1.2295          |
| 0.9489        | 11.34 | 533  | 1.2296          |
| 1.2521        | 11.36 | 534  | 1.2293          |
| 0.8151        | 11.38 | 535  | 1.2292          |
| 0.8777        | 11.4  | 536  | 1.2293          |
| 0.9093        | 11.43 | 537  | 1.2294          |
| 0.8013        | 11.45 | 538  | 1.2295          |
| 0.8986        | 11.47 | 539  | 1.2297          |
| 0.8591        | 11.49 | 540  | 1.2299          |
| 0.9412        | 11.51 | 541  | 1.2298          |
| 1.0771        | 11.53 | 542  | 1.2297          |
| 0.9792        | 11.55 | 543  | 1.2293          |
| 0.8906        | 11.57 | 544  | 1.2289          |
| 0.9887        | 11.6  | 545  | 1.2284          |
| 1.0249        | 11.62 | 546  | 1.2276          |
| 1.0449        | 11.64 | 547  | 1.2269          |
| 1.0692        | 11.66 | 548  | 1.2262          |
| 1.1385        | 11.68 | 549  | 1.2256          |
| 0.9511        | 11.7  | 550  | 1.2250          |
| 0.9088        | 11.72 | 551  | 1.2244          |
| 0.5108        | 11.74 | 552  | 1.2242          |
| 0.8387        | 11.77 | 553  | 1.2243          |
| 0.5605        | 11.79 | 554  | 1.2247          |
| 0.8029        | 11.81 | 555  | 1.2250          |
| 0.9064        | 11.83 | 556  | 1.2252          |
| 1.0701        | 11.85 | 557  | 1.2255          |
| 0.7642        | 11.87 | 558  | 1.2260          |
| 0.9011        | 11.89 | 559  | 1.2265          |
| 0.6675        | 11.91 | 560  | 1.2271          |
| 0.7199        | 11.94 | 561  | 1.2278          |
| 0.8222        | 11.96 | 562  | 1.2282          |
| 1.2255        | 11.98 | 563  | 1.2286          |
| 0.6935        | 12.0  | 564  | 1.2292          |
| 0.9331        | 12.02 | 565  | 1.2296          |
| 0.9065        | 12.04 | 566  | 1.2297          |
| 1.2259        | 12.06 | 567  | 1.2293          |
| 0.7701        | 12.09 | 568  | 1.2289          |
| 0.785         | 12.11 | 569  | 1.2286          |
| 0.7013        | 12.13 | 570  | 1.2287          |
| 0.7481        | 12.15 | 571  | 1.2288          |
| 1.1147        | 12.17 | 572  | 1.2289          |
| 0.8022        | 12.19 | 573  | 1.2291          |
| 1.152         | 12.21 | 574  | 1.2292          |
| 0.7772        | 12.23 | 575  | 1.2293          |
| 1.1077        | 12.26 | 576  | 1.2293          |
| 0.9741        | 12.28 | 577  | 1.2293          |
| 0.6635        | 12.3  | 578  | 1.2296          |
| 0.7384        | 12.32 | 579  | 1.2299          |
| 0.7896        | 12.34 | 580  | 1.2301          |
| 0.8486        | 12.36 | 581  | 1.2303          |
| 0.7299        | 12.38 | 582  | 1.2306          |
| 1.2021        | 12.4  | 583  | 1.2307          |
| 0.8791        | 12.43 | 584  | 1.2309          |
| 0.9863        | 12.45 | 585  | 1.2311          |
| 0.5738        | 12.47 | 586  | 1.2314          |
| 0.8494        | 12.49 | 587  | 1.2318          |
| 0.8436        | 12.51 | 588  | 1.2320          |
| 0.8499        | 12.53 | 589  | 1.2322          |
| 0.8047        | 12.55 | 590  | 1.2323          |
| 0.6874        | 12.57 | 591  | 1.2324          |
| 0.9029        | 12.6  | 592  | 1.2326          |
| 1.0359        | 12.62 | 593  | 1.2325          |
| 0.8538        | 12.64 | 594  | 1.2323          |
| 0.9876        | 12.66 | 595  | 1.2322          |
| 0.8192        | 12.68 | 596  | 1.2321          |
| 1.1117        | 12.7  | 597  | 1.2321          |
| 1.0893        | 12.72 | 598  | 1.2323          |
| 1.0301        | 12.74 | 599  | 1.2323          |
| 0.8162        | 12.77 | 600  | 1.2325          |
| 0.8453        | 12.79 | 601  | 1.2326          |
| 0.4536        | 12.81 | 602  | 1.2330          |
| 0.9448        | 12.83 | 603  | 1.2331          |
| 1.1688        | 12.85 | 604  | 1.2331          |
| 0.802         | 12.87 | 605  | 1.2330          |
| 0.9937        | 12.89 | 606  | 1.2332          |
| 0.969         | 12.91 | 607  | 1.2330          |
| 0.817         | 12.94 | 608  | 1.2328          |
| 0.9496        | 12.96 | 609  | 1.2328          |
| 0.9989        | 12.98 | 610  | 1.2325          |
| 0.8977        | 13.0  | 611  | 1.2323          |
| 0.6483        | 13.02 | 612  | 1.2322          |
| 0.9165        | 13.04 | 613  | 1.2323          |
| 0.7105        | 13.06 | 614  | 1.2327          |
| 0.7978        | 13.09 | 615  | 1.2330          |
| 0.6971        | 13.11 | 616  | 1.2335          |
| 1.0446        | 13.13 | 617  | 1.2338          |
| 0.6923        | 13.15 | 618  | 1.2341          |
| 0.8159        | 13.17 | 619  | 1.2344          |
| 0.9534        | 13.19 | 620  | 1.2347          |
| 0.9893        | 13.21 | 621  | 1.2352          |
| 1.2735        | 13.23 | 622  | 1.2354          |
| 0.6668        | 13.26 | 623  | 1.2358          |
| 0.745         | 13.28 | 624  | 1.2361          |
| 0.6876        | 13.3  | 625  | 1.2366          |
| 0.6819        | 13.32 | 626  | 1.2369          |
| 1.0197        | 13.34 | 627  | 1.2370          |
| 0.5219        | 13.36 | 628  | 1.2373          |
| 0.7793        | 13.38 | 629  | 1.2376          |
| 0.8771        | 13.4  | 630  | 1.2378          |
| 0.779         | 13.43 | 631  | 1.2380          |
| 0.9322        | 13.45 | 632  | 1.2382          |
| 0.8594        | 13.47 | 633  | 1.2384          |
| 1.0583        | 13.49 | 634  | 1.2384          |
| 0.7861        | 13.51 | 635  | 1.2384          |
| 1.0326        | 13.53 | 636  | 1.2382          |
| 0.8159        | 13.55 | 637  | 1.2380          |
| 0.9854        | 13.57 | 638  | 1.2378          |
| 0.9686        | 13.6  | 639  | 1.2376          |
| 0.9824        | 13.62 | 640  | 1.2375          |
| 0.8299        | 13.64 | 641  | 1.2374          |
| 0.9476        | 13.66 | 642  | 1.2374          |
| 0.9941        | 13.68 | 643  | 1.2372          |
| 1.0541        | 13.7  | 644  | 1.2370          |
| 0.8441        | 13.72 | 645  | 1.2369          |
| 0.9255        | 13.74 | 646  | 1.2367          |
| 1.0689        | 13.77 | 647  | 1.2365          |
| 0.9323        | 13.79 | 648  | 1.2362          |
| 0.7558        | 13.81 | 649  | 1.2361          |
| 1.0473        | 13.83 | 650  | 1.2360          |
| 1.0349        | 13.85 | 651  | 1.2357          |
| 0.961         | 13.87 | 652  | 1.2355          |
| 0.9356        | 13.89 | 653  | 1.2353          |
| 0.8867        | 13.91 | 654  | 1.2353          |
| 0.5838        | 13.94 | 655  | 1.2353          |
| 0.9355        | 13.96 | 656  | 1.2353          |
| 1.015         | 13.98 | 657  | 1.2354          |
| 0.8472        | 14.0  | 658  | 1.2355          |
| 0.8122        | 14.02 | 659  | 1.2355          |
| 0.989         | 14.04 | 660  | 1.2355          |
| 0.6454        | 14.06 | 661  | 1.2356          |
| 1.0597        | 14.09 | 662  | 1.2356          |
| 1.0055        | 14.11 | 663  | 1.2357          |
| 0.6391        | 14.13 | 664  | 1.2356          |
| 1.0323        | 14.15 | 665  | 1.2355          |
| 0.891         | 14.17 | 666  | 1.2354          |
| 1.0657        | 14.19 | 667  | 1.2353          |
| 1.0912        | 14.21 | 668  | 1.2351          |
| 0.8337        | 14.23 | 669  | 1.2349          |
| 0.7615        | 14.26 | 670  | 1.2348          |
| 0.7749        | 14.28 | 671  | 1.2347          |
| 0.7914        | 14.3  | 672  | 1.2346          |
| 1.0347        | 14.32 | 673  | 1.2345          |
| 1.0402        | 14.34 | 674  | 1.2345          |
| 0.6305        | 14.36 | 675  | 1.2344          |
| 0.6122        | 14.38 | 676  | 1.2345          |
| 0.8261        | 14.4  | 677  | 1.2345          |
| 1.1074        | 14.43 | 678  | 1.2345          |
| 0.8629        | 14.45 | 679  | 1.2345          |
| 0.7628        | 14.47 | 680  | 1.2344          |
| 1.1052        | 14.49 | 681  | 1.2345          |
| 0.9245        | 14.51 | 682  | 1.2345          |
| 0.7653        | 14.53 | 683  | 1.2346          |
| 0.8255        | 14.55 | 684  | 1.2347          |
| 1.0361        | 14.57 | 685  | 1.2348          |
| 1.0867        | 14.6  | 686  | 1.2349          |
| 1.1457        | 14.62 | 687  | 1.2350          |
| 0.9392        | 14.64 | 688  | 1.2350          |
| 0.7818        | 14.66 | 689  | 1.2351          |
| 0.8908        | 14.68 | 690  | 1.2351          |
| 0.6478        | 14.7  | 691  | 1.2352          |
| 0.8556        | 14.72 | 692  | 1.2352          |
| 0.8901        | 14.74 | 693  | 1.2353          |
| 0.7234        | 14.77 | 694  | 1.2354          |
| 1.1695        | 14.79 | 695  | 1.2354          |
| 0.833         | 14.81 | 696  | 1.2354          |
| 0.596         | 14.83 | 697  | 1.2355          |
| 0.9776        | 14.85 | 698  | 1.2355          |
| 0.981         | 14.87 | 699  | 1.2355          |
| 0.8301        | 14.89 | 700  | 1.2355          |
| 0.6443        | 14.91 | 701  | 1.2355          |
| 0.8316        | 14.94 | 702  | 1.2355          |
| 1.0333        | 14.96 | 703  | 1.2355          |
| 0.9073        | 14.98 | 704  | 1.2355          |
| 0.9073        | 15.0  | 705  | 1.2355          |


### Framework versions

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