generated_from_trainer

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vit-base_tobacco_crl_allv2

This model is a fine-tuned version of jordyvl/vit-base_tobacco on the None dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss Accuracy Brier Loss Nll F1 Micro F1 Macro Ece Aurc
No log 0.96 3 0.8264 0.815 0.3085 1.1929 0.815 0.7922 0.2249 0.0764
No log 1.96 6 0.8371 0.815 0.3061 1.1842 0.815 0.7910 0.2299 0.0718
No log 2.96 9 0.8530 0.8 0.3072 1.1942 0.8000 0.7798 0.2335 0.0749
No log 3.96 12 0.8469 0.82 0.3056 1.1930 0.82 0.8049 0.2385 0.0743
No log 4.96 15 0.8274 0.84 0.3006 1.3642 0.8400 0.8268 0.2376 0.0716
No log 5.96 18 0.8632 0.81 0.3105 1.2012 0.81 0.7873 0.2468 0.0806
No log 6.96 21 0.8216 0.815 0.2949 1.1817 0.815 0.8037 0.2343 0.0623
No log 7.96 24 0.8540 0.805 0.3056 1.1903 0.805 0.7842 0.1968 0.0782
No log 8.96 27 0.8223 0.82 0.2955 1.3001 0.82 0.8114 0.2195 0.0629
No log 9.96 30 0.8432 0.81 0.3025 1.1862 0.81 0.7999 0.2074 0.0752
No log 10.96 33 0.8445 0.795 0.3049 1.2622 0.795 0.7820 0.2254 0.0629
No log 11.96 36 0.8367 0.81 0.2987 1.2088 0.81 0.7945 0.2269 0.0736
No log 12.96 39 0.8365 0.81 0.3022 1.4703 0.81 0.7926 0.2216 0.0733
No log 13.96 42 0.8460 0.805 0.3020 1.2887 0.805 0.7864 0.2151 0.0673
No log 14.96 45 0.8791 0.805 0.3161 1.2981 0.805 0.7822 0.2089 0.0840
No log 15.96 48 0.8318 0.805 0.3049 1.3976 0.805 0.7900 0.2216 0.0787
No log 16.96 51 0.9041 0.795 0.3295 1.3060 0.795 0.7798 0.2362 0.0772
No log 17.96 54 0.8434 0.81 0.3051 1.4598 0.81 0.7863 0.2121 0.0756
No log 18.96 57 0.8693 0.8 0.3080 1.4271 0.8000 0.7818 0.2227 0.0780
No log 19.96 60 0.8635 0.795 0.3138 1.4281 0.795 0.7611 0.2259 0.0764
No log 20.96 63 0.9061 0.78 0.3285 1.3005 0.78 0.7667 0.2245 0.0788
No log 21.96 66 0.8564 0.805 0.3065 1.3226 0.805 0.7827 0.2093 0.0901
No log 22.96 69 0.8354 0.78 0.3035 1.2478 0.78 0.7556 0.1985 0.0633
No log 23.96 72 0.8458 0.8 0.3068 1.1995 0.8000 0.7869 0.2117 0.0666
No log 24.96 75 0.8406 0.78 0.3055 1.1192 0.78 0.7605 0.2131 0.0646
No log 25.96 78 0.8048 0.81 0.2904 1.1867 0.81 0.7937 0.1940 0.0611
No log 26.96 81 0.8429 0.815 0.3050 1.4600 0.815 0.7924 0.2020 0.0801
No log 27.96 84 0.8362 0.785 0.3042 1.4610 0.785 0.7667 0.1953 0.0733
No log 28.96 87 0.8709 0.795 0.3096 1.5073 0.795 0.7787 0.2015 0.0844
No log 29.96 90 0.8696 0.785 0.3223 1.4348 0.785 0.7607 0.2249 0.0798
No log 30.96 93 0.8748 0.795 0.3133 1.5627 0.795 0.7759 0.2125 0.0919
No log 31.96 96 0.8320 0.815 0.3006 1.4744 0.815 0.8039 0.2239 0.0816
No log 32.96 99 0.8299 0.79 0.3041 1.3752 0.79 0.7725 0.2193 0.0726
No log 33.96 102 0.8377 0.795 0.3058 1.3802 0.795 0.7769 0.2196 0.0773
No log 34.96 105 0.8195 0.8 0.2986 1.4524 0.8000 0.7836 0.2032 0.0756
No log 35.96 108 0.8600 0.785 0.3081 1.4267 0.785 0.7599 0.2042 0.0914
No log 36.96 111 0.8565 0.795 0.3073 1.3142 0.795 0.7720 0.2018 0.0773
No log 37.96 114 0.8175 0.815 0.3002 1.3310 0.815 0.8107 0.2289 0.0659
No log 38.96 117 0.8309 0.825 0.2975 1.3417 0.825 0.8100 0.1944 0.0890
No log 39.96 120 0.8479 0.795 0.3071 1.3669 0.795 0.7796 0.2001 0.0796
No log 40.96 123 0.8052 0.825 0.2940 1.4031 0.825 0.8087 0.1969 0.0661
No log 41.96 126 0.8009 0.8 0.2937 1.1756 0.8000 0.7867 0.2003 0.0624
No log 42.96 129 0.8367 0.79 0.3059 1.2063 0.79 0.7746 0.1964 0.0657
No log 43.96 132 0.8222 0.81 0.3021 1.2555 0.81 0.7994 0.2268 0.0695
No log 44.96 135 0.8234 0.805 0.2990 1.2438 0.805 0.7889 0.2045 0.0820
No log 45.96 138 0.8378 0.81 0.3096 1.3797 0.81 0.7904 0.2136 0.0761
No log 46.96 141 0.8089 0.8 0.2959 1.2355 0.8000 0.7837 0.1987 0.0716
No log 47.96 144 0.8427 0.79 0.3052 1.3295 0.79 0.7746 0.2032 0.0794
No log 48.96 147 0.8269 0.81 0.3034 1.3293 0.81 0.7968 0.2014 0.0826
No log 49.96 150 0.8081 0.81 0.2958 1.3146 0.81 0.7901 0.2004 0.0721
No log 50.96 153 0.8084 0.8 0.2967 1.3800 0.8000 0.7799 0.2114 0.0623
No log 51.96 156 0.8076 0.805 0.2931 1.3180 0.805 0.7850 0.2068 0.0631
No log 52.96 159 0.8163 0.82 0.3025 1.3950 0.82 0.8028 0.2294 0.0694
No log 53.96 162 0.8519 0.765 0.3193 1.3976 0.765 0.7522 0.2062 0.0703
No log 54.96 165 0.8146 0.79 0.2991 1.3098 0.79 0.7738 0.1900 0.0615
No log 55.96 168 0.8064 0.815 0.2918 1.3889 0.815 0.7978 0.2099 0.0719
No log 56.96 171 0.8225 0.81 0.2991 1.3051 0.81 0.7916 0.2153 0.0794
No log 57.96 174 0.8222 0.815 0.3021 1.2774 0.815 0.8011 0.2052 0.0722
No log 58.96 177 0.8025 0.82 0.2949 1.4508 0.82 0.8103 0.2228 0.0636
No log 59.96 180 0.7993 0.8 0.2911 1.3141 0.8000 0.7829 0.2008 0.0685
No log 60.96 183 0.7919 0.805 0.2900 1.3050 0.805 0.7891 0.1983 0.0618
No log 61.96 186 0.7994 0.81 0.2921 1.2423 0.81 0.7964 0.1920 0.0710
No log 62.96 189 0.7966 0.815 0.2887 1.2438 0.815 0.7970 0.1940 0.0727
No log 63.96 192 0.7892 0.82 0.2860 1.3182 0.82 0.8032 0.2006 0.0622
No log 64.96 195 0.7916 0.815 0.2880 1.2500 0.815 0.7998 0.2005 0.0611
No log 65.96 198 0.7920 0.81 0.2892 1.2549 0.81 0.7925 0.2207 0.0595
No log 66.96 201 0.7924 0.81 0.2895 1.3216 0.81 0.7925 0.2084 0.0587
No log 67.96 204 0.7935 0.8 0.2898 1.2552 0.8000 0.7858 0.2142 0.0592
No log 68.96 207 0.7929 0.805 0.2894 1.3132 0.805 0.7891 0.2224 0.0581
No log 69.96 210 0.7960 0.805 0.2892 1.2494 0.805 0.7887 0.2193 0.0606
No log 70.96 213 0.7928 0.815 0.2876 1.3287 0.815 0.8024 0.2152 0.0595
No log 71.96 216 0.7939 0.81 0.2875 1.2485 0.81 0.7920 0.2085 0.0604
No log 72.96 219 0.7937 0.81 0.2871 1.2538 0.81 0.7920 0.2009 0.0600
No log 73.96 222 0.7924 0.82 0.2869 1.3766 0.82 0.8095 0.1965 0.0586
No log 74.96 225 0.7980 0.81 0.2884 1.2557 0.81 0.7920 0.2197 0.0614
No log 75.96 228 0.7938 0.82 0.2863 1.3205 0.82 0.8052 0.1892 0.0598
No log 76.96 231 0.7935 0.825 0.2860 1.3242 0.825 0.8123 0.1866 0.0592
No log 77.96 234 0.7942 0.815 0.2864 1.3761 0.815 0.7990 0.1821 0.0581
No log 78.96 237 0.7939 0.815 0.2864 1.3762 0.815 0.7990 0.1893 0.0578
No log 79.96 240 0.7961 0.815 0.2874 1.3788 0.815 0.7990 0.1992 0.0581
No log 80.96 243 0.7981 0.815 0.2880 1.3816 0.815 0.7990 0.1946 0.0583
No log 81.96 246 0.7989 0.815 0.2882 1.3820 0.815 0.7990 0.1939 0.0584
No log 82.96 249 0.7995 0.81 0.2882 1.3813 0.81 0.7957 0.1929 0.0587
No log 83.96 252 0.8014 0.81 0.2886 1.3263 0.81 0.7957 0.2109 0.0587
No log 84.96 255 0.7998 0.82 0.2878 1.3793 0.82 0.8090 0.1873 0.0582
No log 85.96 258 0.8021 0.82 0.2881 1.3816 0.82 0.8090 0.2131 0.0587
No log 86.96 261 0.8036 0.815 0.2884 1.3827 0.815 0.7975 0.2065 0.0589
No log 87.96 264 0.8051 0.815 0.2887 1.3836 0.815 0.7975 0.1989 0.0594
No log 88.96 267 0.8053 0.815 0.2885 1.3830 0.815 0.8034 0.1883 0.0592
No log 89.96 270 0.8056 0.815 0.2883 1.3830 0.815 0.8034 0.1977 0.0590
No log 90.96 273 0.8051 0.82 0.2878 1.3815 0.82 0.8075 0.2024 0.0586
No log 91.96 276 0.8052 0.82 0.2877 1.3805 0.82 0.8075 0.2133 0.0584
No log 92.96 279 0.8055 0.82 0.2879 1.3799 0.82 0.8075 0.1953 0.0587
No log 93.96 282 0.8055 0.82 0.2878 1.3793 0.82 0.8075 0.1995 0.0586
No log 94.96 285 0.8061 0.815 0.2881 1.3797 0.815 0.7975 0.1905 0.0590
No log 95.96 288 0.8064 0.815 0.2882 1.3798 0.815 0.7975 0.1990 0.0590
No log 96.96 291 0.8065 0.82 0.2883 1.3799 0.82 0.8075 0.2140 0.0588
No log 97.96 294 0.8069 0.815 0.2884 1.3802 0.815 0.7975 0.1916 0.0591
No log 98.96 297 0.8070 0.82 0.2884 1.3803 0.82 0.8075 0.1968 0.0592
No log 99.96 300 0.8070 0.82 0.2884 1.3803 0.82 0.8075 0.1968 0.0591

Framework versions