generated_from_trainer

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vit-base_tobacco_crl

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 0.8895 0.82 0.3092 1.1901 0.82 0.8049 0.2293 0.0751
No log 1.96 6 0.8886 0.81 0.3071 1.1861 0.81 0.7912 0.2245 0.0705
No log 2.96 9 0.8747 0.815 0.3065 1.1876 0.815 0.8021 0.2265 0.0734
No log 3.96 12 0.8812 0.805 0.3085 1.2661 0.805 0.7783 0.2087 0.0761
No log 4.96 15 0.8874 0.81 0.3080 1.1831 0.81 0.7871 0.2325 0.0786
No log 5.96 18 0.8818 0.81 0.3089 1.2715 0.81 0.7960 0.2345 0.0788
No log 6.96 21 0.8790 0.81 0.3045 1.2619 0.81 0.7904 0.2235 0.0693
No log 7.96 24 0.8794 0.805 0.3084 1.2566 0.805 0.7884 0.2205 0.0787
No log 8.96 27 0.8838 0.815 0.3134 1.3380 0.815 0.8072 0.2230 0.0751
No log 9.96 30 0.8849 0.8 0.3132 1.3205 0.8000 0.7757 0.2229 0.0824
No log 10.96 33 0.8633 0.81 0.3061 1.3978 0.81 0.7938 0.2004 0.0756
No log 11.96 36 0.8746 0.81 0.3089 1.3970 0.81 0.7918 0.2346 0.0741
No log 12.96 39 0.8625 0.805 0.3078 1.1961 0.805 0.7945 0.2505 0.0854
No log 13.96 42 0.8636 0.815 0.3068 1.2113 0.815 0.8046 0.2371 0.0804
No log 14.96 45 0.8906 0.79 0.3157 1.3748 0.79 0.7777 0.2279 0.0847
No log 15.96 48 0.8601 0.805 0.3040 1.2977 0.805 0.7876 0.2176 0.0805
No log 16.96 51 0.8606 0.815 0.3083 1.4136 0.815 0.8077 0.2279 0.0787
No log 17.96 54 0.9013 0.8 0.3261 1.2494 0.8000 0.7886 0.2194 0.0871
No log 18.96 57 0.8653 0.805 0.3143 1.4166 0.805 0.7935 0.2170 0.0786
No log 19.96 60 0.8459 0.81 0.3030 1.2629 0.81 0.7953 0.2129 0.0892
No log 20.96 63 0.8689 0.795 0.3106 1.2823 0.795 0.7725 0.2099 0.0828
No log 21.96 66 0.8563 0.81 0.3016 1.2789 0.81 0.7954 0.2324 0.0742
No log 22.96 69 0.8998 0.785 0.3231 1.6511 0.785 0.7642 0.2178 0.1015
No log 23.96 72 0.8338 0.805 0.2971 1.0504 0.805 0.7868 0.2135 0.0645
No log 24.96 75 0.8423 0.8 0.3040 1.4777 0.8000 0.7771 0.2283 0.0689
No log 25.96 78 0.8775 0.8 0.3218 1.4206 0.8000 0.7774 0.2204 0.1120
No log 26.96 81 0.8389 0.8 0.2984 1.1946 0.8000 0.7771 0.1990 0.0737
No log 27.96 84 0.9119 0.795 0.3319 1.6978 0.795 0.7805 0.2279 0.1109
No log 28.96 87 0.8689 0.805 0.3144 1.2644 0.805 0.7971 0.2216 0.0787
No log 29.96 90 0.8404 0.8 0.2990 1.1775 0.8000 0.7848 0.1962 0.0805
No log 30.96 93 0.8842 0.8 0.3226 1.3091 0.8000 0.7904 0.2168 0.1020
No log 31.96 96 0.8653 0.805 0.3086 1.3926 0.805 0.7818 0.1996 0.0853
No log 32.96 99 0.8767 0.785 0.3142 1.2268 0.785 0.7684 0.2117 0.0739
No log 33.96 102 0.9349 0.775 0.3410 1.3988 0.775 0.7600 0.2246 0.1024
No log 34.96 105 0.8606 0.79 0.3035 1.0902 0.79 0.7683 0.1954 0.0830
No log 35.96 108 0.8578 0.815 0.3050 1.3418 0.815 0.7923 0.2155 0.0923
No log 36.96 111 0.8641 0.795 0.3128 1.2449 0.795 0.7694 0.2068 0.0878
No log 37.96 114 0.8489 0.8 0.2996 1.2505 0.8000 0.7698 0.2027 0.0827
No log 38.96 117 0.8465 0.82 0.3011 1.3264 0.82 0.7947 0.2033 0.0923
No log 39.96 120 0.8608 0.8 0.3051 1.3178 0.8000 0.7706 0.2072 0.0894
No log 40.96 123 0.8592 0.8 0.3066 1.3141 0.8000 0.7692 0.2069 0.0909
No log 41.96 126 0.8611 0.805 0.3125 1.2988 0.805 0.7832 0.2094 0.0791
No log 42.96 129 0.8516 0.805 0.3000 1.3221 0.805 0.7791 0.2179 0.0884
No log 43.96 132 0.8587 0.8 0.3064 1.3414 0.8000 0.7784 0.2056 0.0922
No log 44.96 135 0.8691 0.79 0.3181 1.3262 0.79 0.7765 0.2153 0.0884
No log 45.96 138 0.8576 0.81 0.3066 1.1918 0.81 0.7847 0.2182 0.1009
No log 46.96 141 0.8722 0.8 0.3152 1.4909 0.8000 0.7798 0.2219 0.1012
No log 47.96 144 0.8399 0.81 0.3087 1.5338 0.81 0.7849 0.2138 0.0740
No log 48.96 147 0.8393 0.805 0.3004 1.3810 0.805 0.7819 0.2150 0.0696
No log 49.96 150 0.8899 0.78 0.3201 1.5622 0.78 0.7644 0.2227 0.0960
No log 50.96 153 0.8954 0.78 0.3249 1.6494 0.78 0.7654 0.2135 0.0902
No log 51.96 156 0.8259 0.79 0.2954 1.2271 0.79 0.7707 0.2129 0.0659
No log 52.96 159 0.8806 0.795 0.3145 1.4079 0.795 0.7759 0.2046 0.0877
No log 53.96 162 0.8842 0.81 0.3178 1.3465 0.81 0.7925 0.2173 0.1037
No log 54.96 165 0.8741 0.8 0.3173 1.4540 0.8000 0.7750 0.2079 0.0819
No log 55.96 168 0.8242 0.8 0.2964 1.3053 0.8000 0.7838 0.1972 0.0670
No log 56.96 171 0.8350 0.825 0.2962 1.2110 0.825 0.8135 0.2126 0.0780
No log 57.96 174 0.8491 0.815 0.3034 1.3250 0.815 0.8070 0.2116 0.0875
No log 58.96 177 0.8584 0.795 0.3119 1.3162 0.795 0.7764 0.1956 0.0860
No log 59.96 180 0.8546 0.79 0.3115 1.3315 0.79 0.7740 0.1855 0.0828
No log 60.96 183 0.8564 0.79 0.3068 1.3275 0.79 0.7760 0.2008 0.0862
No log 61.96 186 0.8573 0.795 0.3068 1.3160 0.795 0.7738 0.2117 0.0884
No log 62.96 189 0.8503 0.785 0.3088 1.3498 0.785 0.7650 0.2069 0.0856
No log 63.96 192 0.8639 0.81 0.3111 1.2614 0.81 0.7873 0.2247 0.0893
No log 64.96 195 0.8744 0.805 0.3128 1.3294 0.805 0.7888 0.2096 0.0912
No log 65.96 198 0.8727 0.8 0.3138 1.4212 0.8000 0.7903 0.2031 0.0849
No log 66.96 201 0.8612 0.79 0.3084 1.3592 0.79 0.7702 0.1855 0.0816
No log 67.96 204 0.8576 0.79 0.3071 1.4005 0.79 0.7667 0.1896 0.0863
No log 68.96 207 0.8540 0.805 0.3037 1.3957 0.805 0.7775 0.2263 0.0876
No log 69.96 210 0.8499 0.81 0.2982 1.3987 0.81 0.7874 0.2109 0.0856
No log 70.96 213 0.8465 0.815 0.3001 1.3222 0.815 0.7901 0.2224 0.0928
No log 71.96 216 0.8541 0.81 0.3041 1.3331 0.81 0.7827 0.2169 0.0897
No log 72.96 219 0.8546 0.795 0.3066 1.3991 0.795 0.7720 0.2141 0.0871
No log 73.96 222 0.8569 0.79 0.3039 1.3544 0.79 0.7672 0.1958 0.0863
No log 74.96 225 0.8622 0.805 0.3028 1.3384 0.805 0.7847 0.1938 0.0879
No log 75.96 228 0.8610 0.805 0.3039 1.3285 0.805 0.7810 0.2033 0.0947
No log 76.96 231 0.8581 0.81 0.3031 1.3334 0.81 0.7840 0.1993 0.0944
No log 77.96 234 0.8607 0.8 0.3055 1.3260 0.8000 0.7785 0.1979 0.0899
No log 78.96 237 0.8642 0.79 0.3068 1.3928 0.79 0.7672 0.1822 0.0869
No log 79.96 240 0.8640 0.805 0.3044 1.3311 0.805 0.7786 0.2001 0.0916
No log 80.96 243 0.8648 0.81 0.3056 1.2812 0.81 0.7836 0.2173 0.0955
No log 81.96 246 0.8639 0.825 0.3056 1.3295 0.825 0.8062 0.1952 0.0913
No log 82.96 249 0.8643 0.805 0.3082 1.3334 0.805 0.7887 0.2108 0.0881
No log 83.96 252 0.8626 0.795 0.3068 1.3334 0.795 0.7780 0.2097 0.0845
No log 84.96 255 0.8586 0.81 0.3033 1.2646 0.81 0.7893 0.2035 0.0808
No log 85.96 258 0.8570 0.805 0.3024 1.2694 0.805 0.7802 0.1947 0.0811
No log 86.96 261 0.8557 0.795 0.3023 1.3261 0.795 0.7657 0.1966 0.0828
No log 87.96 264 0.8576 0.8 0.3051 1.3283 0.8000 0.7754 0.2072 0.0848
No log 88.96 267 0.8537 0.8 0.3083 1.3257 0.8000 0.7771 0.2167 0.0859
No log 89.96 270 0.8591 0.795 0.3106 1.3262 0.795 0.7737 0.2011 0.0866
No log 90.96 273 0.8612 0.785 0.3122 1.3279 0.785 0.7594 0.1885 0.0868
No log 91.96 276 0.8571 0.795 0.3104 1.3248 0.795 0.7667 0.1966 0.0853
No log 92.96 279 0.8560 0.795 0.3082 1.3244 0.795 0.7667 0.2147 0.0836
No log 93.96 282 0.8551 0.8 0.3071 1.3251 0.8000 0.7766 0.2109 0.0830
No log 94.96 285 0.8556 0.79 0.3076 1.3264 0.79 0.7577 0.1885 0.0834
No log 95.96 288 0.8569 0.795 0.3078 1.3280 0.795 0.7675 0.1980 0.0840
No log 96.96 291 0.8581 0.795 0.3082 1.3290 0.795 0.7675 0.2039 0.0842
No log 97.96 294 0.8585 0.8 0.3084 1.3300 0.8000 0.7728 0.2137 0.0849
No log 98.96 297 0.8589 0.8 0.3083 1.3301 0.8000 0.7728 0.2156 0.0850
No log 99.96 300 0.8584 0.8 0.3083 1.3299 0.8000 0.7728 0.2079 0.0851

Framework versions