diff --git a/README.md b/README.md index 21e91aad80f4b9710b7c7c2341ea245192f8f11f..8ba420f1c282db9c23cb70df0521f53bd432c254 100644 --- a/README.md +++ b/README.md @@ -3,20 +3,20 @@ base_model: aubmindlab/bert-base-arabertv02 tags: - generated_from_trainer model-index: -- name: arabert_cross_relevance_task5_fold6 +- name: arabert_cross_relevance_task5_fold5 results: [] --- -# arabert_cross_relevance_task5_fold6 +# arabert_cross_relevance_task5_fold5 This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset. It achieves the following results on the evaluation set: -- Loss: 0.2705 -- Qwk: 0.2603 -- Mse: 0.2706 +- Loss: 0.1922 +- Qwk: 0.3580 +- Mse: 0.1919 ## Model description @@ -36,47 +36,92 @@ More information needed The following hyperparameters were used during training: - learning_rate: 2e-05 -- train_batch_size: 16 -- eval_batch_size: 16 +- train_batch_size: 64 +- eval_batch_size: 64 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear -- num_epochs: 1 +- num_epochs: 10 ### Training results | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | |:-------------:|:------:|:----:|:---------------:|:------:|:------:| -| No log | 0.0328 | 2 | 0.3383 | 0.0864 | 0.3385 | -| No log | 0.0656 | 4 | 0.3773 | 0.1304 | 0.3766 | -| No log | 0.0984 | 6 | 0.3324 | 0.0694 | 0.3308 | -| No log | 0.1311 | 8 | 0.3651 | 0.0942 | 0.3628 | -| No log | 0.1639 | 10 | 0.3821 | 0.1263 | 0.3813 | -| No log | 0.1967 | 12 | 0.3185 | 0.0967 | 0.3188 | -| No log | 0.2295 | 14 | 0.2905 | 0.0703 | 0.2911 | -| No log | 0.2623 | 16 | 0.3264 | 0.1381 | 0.3268 | -| No log | 0.2951 | 18 | 0.3480 | 0.1648 | 0.3482 | -| No log | 0.3279 | 20 | 0.3180 | 0.1381 | 0.3179 | -| No log | 0.3607 | 22 | 0.2907 | 0.0805 | 0.2904 | -| No log | 0.3934 | 24 | 0.2784 | 0.1094 | 0.2782 | -| No log | 0.4262 | 26 | 0.2763 | 0.1269 | 0.2762 | -| No log | 0.4590 | 28 | 0.2755 | 0.1455 | 0.2754 | -| No log | 0.4918 | 30 | 0.2737 | 0.2205 | 0.2737 | -| No log | 0.5246 | 32 | 0.2694 | 0.2104 | 0.2693 | -| No log | 0.5574 | 34 | 0.2712 | 0.2889 | 0.2712 | -| No log | 0.5902 | 36 | 0.2740 | 0.3051 | 0.2740 | -| No log | 0.6230 | 38 | 0.2751 | 0.2701 | 0.2752 | -| No log | 0.6557 | 40 | 0.2787 | 0.2819 | 0.2787 | -| No log | 0.6885 | 42 | 0.2795 | 0.2894 | 0.2795 | -| No log | 0.7213 | 44 | 0.2781 | 0.2856 | 0.2782 | -| No log | 0.7541 | 46 | 0.2805 | 0.2927 | 0.2806 | -| No log | 0.7869 | 48 | 0.2799 | 0.2927 | 0.2799 | -| No log | 0.8197 | 50 | 0.2752 | 0.2855 | 0.2752 | -| No log | 0.8525 | 52 | 0.2736 | 0.2642 | 0.2737 | -| No log | 0.8852 | 54 | 0.2719 | 0.2642 | 0.2720 | -| No log | 0.9180 | 56 | 0.2712 | 0.2642 | 0.2713 | -| No log | 0.9508 | 58 | 0.2711 | 0.2642 | 0.2711 | -| No log | 0.9836 | 60 | 0.2705 | 0.2603 | 0.2706 | +| No log | 0.1333 | 2 | 0.4644 | 0.1830 | 0.4641 | +| No log | 0.2667 | 4 | 0.3061 | 0.4777 | 0.3055 | +| No log | 0.4 | 6 | 0.3885 | 0.4275 | 0.3875 | +| No log | 0.5333 | 8 | 0.2978 | 0.1841 | 0.2972 | +| No log | 0.6667 | 10 | 0.3244 | 0.2335 | 0.3239 | +| No log | 0.8 | 12 | 0.2777 | 0.2095 | 0.2771 | +| No log | 0.9333 | 14 | 0.2770 | 0.1911 | 0.2763 | +| No log | 1.0667 | 16 | 0.3068 | 0.3049 | 0.3060 | +| No log | 1.2 | 18 | 0.2650 | 0.2682 | 0.2644 | +| No log | 1.3333 | 20 | 0.2449 | 0.2365 | 0.2444 | +| No log | 1.4667 | 22 | 0.2306 | 0.2508 | 0.2302 | +| No log | 1.6 | 24 | 0.2334 | 0.2651 | 0.2331 | +| No log | 1.7333 | 26 | 0.2396 | 0.2770 | 0.2393 | +| No log | 1.8667 | 28 | 0.2278 | 0.2629 | 0.2275 | +| No log | 2.0 | 30 | 0.2272 | 0.2894 | 0.2268 | +| No log | 2.1333 | 32 | 0.2158 | 0.2717 | 0.2154 | +| No log | 2.2667 | 34 | 0.1997 | 0.3126 | 0.1994 | +| No log | 2.4 | 36 | 0.1975 | 0.3434 | 0.1973 | +| No log | 2.5333 | 38 | 0.1903 | 0.3467 | 0.1901 | +| No log | 2.6667 | 40 | 0.1879 | 0.3399 | 0.1876 | +| No log | 2.8 | 42 | 0.2111 | 0.3205 | 0.2107 | +| No log | 2.9333 | 44 | 0.2195 | 0.3003 | 0.2190 | +| No log | 3.0667 | 46 | 0.2169 | 0.3061 | 0.2165 | +| No log | 3.2 | 48 | 0.2026 | 0.3222 | 0.2023 | +| No log | 3.3333 | 50 | 0.1934 | 0.3422 | 0.1932 | +| No log | 3.4667 | 52 | 0.1933 | 0.3499 | 0.1932 | +| No log | 3.6 | 54 | 0.1846 | 0.3467 | 0.1844 | +| No log | 3.7333 | 56 | 0.1877 | 0.3716 | 0.1875 | +| No log | 3.8667 | 58 | 0.1997 | 0.3725 | 0.1994 | +| No log | 4.0 | 60 | 0.2019 | 0.3697 | 0.2015 | +| No log | 4.1333 | 62 | 0.1966 | 0.3432 | 0.1964 | +| No log | 4.2667 | 64 | 0.1874 | 0.3434 | 0.1873 | +| No log | 4.4 | 66 | 0.1840 | 0.3478 | 0.1839 | +| No log | 4.5333 | 68 | 0.1812 | 0.3489 | 0.1811 | +| No log | 4.6667 | 70 | 0.1768 | 0.3640 | 0.1766 | +| No log | 4.8 | 72 | 0.1794 | 0.3697 | 0.1791 | +| No log | 4.9333 | 74 | 0.1855 | 0.3408 | 0.1852 | +| No log | 5.0667 | 76 | 0.1947 | 0.3577 | 0.1944 | +| No log | 5.2 | 78 | 0.1924 | 0.3596 | 0.1922 | +| No log | 5.3333 | 80 | 0.1912 | 0.3500 | 0.1909 | +| No log | 5.4667 | 82 | 0.1911 | 0.3544 | 0.1908 | +| No log | 5.6 | 84 | 0.1909 | 0.3475 | 0.1907 | +| No log | 5.7333 | 86 | 0.1914 | 0.3531 | 0.1912 | +| No log | 5.8667 | 88 | 0.1937 | 0.3477 | 0.1935 | +| No log | 6.0 | 90 | 0.1905 | 0.3498 | 0.1903 | +| No log | 6.1333 | 92 | 0.1863 | 0.3478 | 0.1861 | +| No log | 6.2667 | 94 | 0.1855 | 0.3587 | 0.1852 | +| No log | 6.4 | 96 | 0.1840 | 0.3632 | 0.1837 | +| No log | 6.5333 | 98 | 0.1808 | 0.3812 | 0.1805 | +| No log | 6.6667 | 100 | 0.1789 | 0.3737 | 0.1786 | +| No log | 6.8 | 102 | 0.1813 | 0.3848 | 0.1810 | +| No log | 6.9333 | 104 | 0.1837 | 0.3797 | 0.1834 | +| No log | 7.0667 | 106 | 0.1848 | 0.3579 | 0.1845 | +| No log | 7.2 | 108 | 0.1883 | 0.3484 | 0.1880 | +| No log | 7.3333 | 110 | 0.1935 | 0.3642 | 0.1933 | +| No log | 7.4667 | 112 | 0.1935 | 0.3624 | 0.1932 | +| No log | 7.6 | 114 | 0.1895 | 0.3453 | 0.1892 | +| No log | 7.7333 | 116 | 0.1882 | 0.3475 | 0.1878 | +| No log | 7.8667 | 118 | 0.1885 | 0.3565 | 0.1881 | +| No log | 8.0 | 120 | 0.1890 | 0.3621 | 0.1886 | +| No log | 8.1333 | 122 | 0.1888 | 0.3677 | 0.1884 | +| No log | 8.2667 | 124 | 0.1882 | 0.3724 | 0.1878 | +| No log | 8.4 | 126 | 0.1888 | 0.3733 | 0.1884 | +| No log | 8.5333 | 128 | 0.1883 | 0.3686 | 0.1879 | +| No log | 8.6667 | 130 | 0.1881 | 0.3658 | 0.1877 | +| No log | 8.8 | 132 | 0.1886 | 0.3517 | 0.1883 | +| No log | 8.9333 | 134 | 0.1903 | 0.3624 | 0.1900 | +| No log | 9.0667 | 136 | 0.1928 | 0.3633 | 0.1925 | +| No log | 9.2 | 138 | 0.1945 | 0.3650 | 0.1942 | +| No log | 9.3333 | 140 | 0.1953 | 0.3650 | 0.1950 | +| No log | 9.4667 | 142 | 0.1951 | 0.3650 | 0.1949 | +| No log | 9.6 | 144 | 0.1943 | 0.3641 | 0.1940 | +| No log | 9.7333 | 146 | 0.1931 | 0.3589 | 0.1928 | +| No log | 9.8667 | 148 | 0.1925 | 0.3580 | 0.1922 | +| No log | 10.0 | 150 | 0.1922 | 0.3580 | 0.1919 | ### Framework versions diff --git a/model.safetensors b/model.safetensors index ef9a8a4981d7d34629f5abb53c5c13837c358c66..c6937b24d58dad1198f92925b765487cf1ed78ad 100644 --- a/model.safetensors +++ b/model.safetensors @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:eaa7f1c19502e3ed9065290b6aa98c9ef53d2c7b82ffd8c008a65638b499be0a +oid sha256:ac936f14514835497084c90819df19eb667c791cc3c28b7ee61ef770b6439a47 size 540799996 diff --git a/runs/Sep02_02-03-55_a09311c9b42d/events.out.tfevents.1725242637.a09311c9b42d.22.0 b/runs/Sep02_02-03-55_a09311c9b42d/events.out.tfevents.1725242637.a09311c9b42d.22.0 new file mode 100644 index 0000000000000000000000000000000000000000..43602fd4c8a9248b19851dc71114556c08aedbe8 --- /dev/null +++ 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