--- license: apache-2.0 base_model: google/flan-t5-small tags: - generated_from_trainer model-index: - name: flant5-tuned-15-warmup results: [] --- # 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