diff --git a/README.md b/README.md index de239095d9040b7cfc93f39b055db18ba5571197..1276914c8d42759462a2f374bd0a4b377cfe773d 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_task4_fold4 +- name: arabert_cross_relevance_task4_fold3 results: [] --- -# arabert_cross_relevance_task4_fold4 +# arabert_cross_relevance_task4_fold3 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: 0.2131 -- Qwk: 0.2800 -- Mse: 0.2131 +- Loss: 0.3037 +- Qwk: 0.3732 +- Mse: 0.3037 ## Model description @@ -36,51 +36,102 @@ 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 | 0.0290 | 2 | 1.5877 | 0.0071 | 1.5877 | -| No log | 0.0580 | 4 | 0.7523 | 0.0797 | 0.7523 | -| No log | 0.0870 | 6 | 0.4972 | 0.2325 | 0.4972 | -| No log | 0.1159 | 8 | 0.4973 | 0.2818 | 0.4973 | -| No log | 0.1449 | 10 | 0.3782 | 0.2548 | 0.3782 | -| No log | 0.1739 | 12 | 0.3328 | 0.2641 | 0.3328 | -| No log | 0.2029 | 14 | 0.2810 | 0.2677 | 0.2810 | -| No log | 0.2319 | 16 | 0.2749 | 0.2717 | 0.2749 | -| No log | 0.2609 | 18 | 0.2745 | 0.2169 | 0.2745 | -| No log | 0.2899 | 20 | 0.2605 | 0.2602 | 0.2605 | -| No log | 0.3188 | 22 | 0.2453 | 0.2528 | 0.2453 | -| No log | 0.3478 | 24 | 0.2442 | 0.2459 | 0.2442 | -| No log | 0.3768 | 26 | 0.2468 | 0.2763 | 0.2468 | -| No log | 0.4058 | 28 | 0.2595 | 0.2864 | 0.2595 | -| No log | 0.4348 | 30 | 0.2694 | 0.2852 | 0.2694 | -| No log | 0.4638 | 32 | 0.2515 | 0.2790 | 0.2515 | -| No log | 0.4928 | 34 | 0.2280 | 0.3189 | 0.2280 | -| No log | 0.5217 | 36 | 0.2522 | 0.4255 | 0.2522 | -| No log | 0.5507 | 38 | 0.2616 | 0.3794 | 0.2616 | -| No log | 0.5797 | 40 | 0.2487 | 0.2990 | 0.2487 | -| No log | 0.6087 | 42 | 0.2345 | 0.2490 | 0.2345 | -| No log | 0.6377 | 44 | 0.2296 | 0.2615 | 0.2296 | -| No log | 0.6667 | 46 | 0.2262 | 0.2654 | 0.2262 | -| No log | 0.6957 | 48 | 0.2230 | 0.2654 | 0.2230 | -| No log | 0.7246 | 50 | 0.2198 | 0.2691 | 0.2198 | -| No log | 0.7536 | 52 | 0.2182 | 0.2728 | 0.2182 | -| No log | 0.7826 | 54 | 0.2166 | 0.2763 | 0.2166 | -| No log | 0.8116 | 56 | 0.2162 | 0.2763 | 0.2162 | -| No log | 0.8406 | 58 | 0.2158 | 0.2798 | 0.2158 | -| No log | 0.8696 | 60 | 0.2144 | 0.2798 | 0.2144 | -| No log | 0.8986 | 62 | 0.2129 | 0.2798 | 0.2129 | -| No log | 0.9275 | 64 | 0.2125 | 0.2763 | 0.2125 | -| No log | 0.9565 | 66 | 0.2128 | 0.2728 | 0.2128 | -| No log | 0.9855 | 68 | 0.2131 | 0.2800 | 0.2131 | +| No log | 0.1176 | 2 | 0.5630 | 0.1562 | 0.5630 | +| No log | 0.2353 | 4 | 0.4644 | 0.2174 | 0.4644 | +| No log | 0.3529 | 6 | 0.3950 | 0.1962 | 0.3950 | +| No log | 0.4706 | 8 | 0.3834 | 0.2684 | 0.3834 | +| No log | 0.5882 | 10 | 0.3306 | 0.3081 | 0.3306 | +| No log | 0.7059 | 12 | 0.3268 | 0.2811 | 0.3268 | +| No log | 0.8235 | 14 | 0.3154 | 0.3011 | 0.3154 | +| No log | 0.9412 | 16 | 0.3060 | 0.3218 | 0.3060 | +| No log | 1.0588 | 18 | 0.3117 | 0.3651 | 0.3117 | +| No log | 1.1765 | 20 | 0.3057 | 0.3773 | 0.3057 | +| No log | 1.2941 | 22 | 0.3034 | 0.3911 | 0.3034 | +| No log | 1.4118 | 24 | 0.2791 | 0.4002 | 0.2791 | +| No log | 1.5294 | 26 | 0.2627 | 0.4023 | 0.2627 | +| No log | 1.6471 | 28 | 0.2813 | 0.3853 | 0.2813 | +| No log | 1.7647 | 30 | 0.3082 | 0.3740 | 0.3082 | +| No log | 1.8824 | 32 | 0.2928 | 0.3614 | 0.2928 | +| No log | 2.0 | 34 | 0.2792 | 0.3430 | 0.2792 | +| No log | 2.1176 | 36 | 0.2640 | 0.3836 | 0.2640 | +| No log | 2.2353 | 38 | 0.2797 | 0.4090 | 0.2797 | +| No log | 2.3529 | 40 | 0.3047 | 0.3991 | 0.3047 | +| No log | 2.4706 | 42 | 0.3233 | 0.3483 | 0.3233 | +| No log | 2.5882 | 44 | 0.3173 | 0.3975 | 0.3173 | +| No log | 2.7059 | 46 | 0.2794 | 0.3702 | 0.2794 | +| No log | 2.8235 | 48 | 0.2545 | 0.3595 | 0.2545 | +| No log | 2.9412 | 50 | 0.2598 | 0.3274 | 0.2598 | +| No log | 3.0588 | 52 | 0.3170 | 0.2780 | 0.3170 | +| No log | 3.1765 | 54 | 0.3616 | 0.2701 | 0.3616 | +| No log | 3.2941 | 56 | 0.3399 | 0.3799 | 0.3399 | +| No log | 3.4118 | 58 | 0.2912 | 0.4991 | 0.2912 | +| No log | 3.5294 | 60 | 0.2788 | 0.5808 | 0.2788 | +| No log | 3.6471 | 62 | 0.2781 | 0.5944 | 0.2781 | +| No log | 3.7647 | 64 | 0.2655 | 0.5547 | 0.2655 | +| No log | 3.8824 | 66 | 0.2739 | 0.4479 | 0.2739 | +| No log | 4.0 | 68 | 0.3052 | 0.3580 | 0.3052 | +| No log | 4.1176 | 70 | 0.3257 | 0.2703 | 0.3257 | +| No log | 4.2353 | 72 | 0.3077 | 0.2765 | 0.3077 | +| No log | 4.3529 | 74 | 0.2673 | 0.3446 | 0.2673 | +| No log | 4.4706 | 76 | 0.2558 | 0.4205 | 0.2558 | +| No log | 4.5882 | 78 | 0.2699 | 0.4751 | 0.2699 | +| No log | 4.7059 | 80 | 0.3058 | 0.5205 | 0.3058 | +| No log | 4.8235 | 82 | 0.3248 | 0.5030 | 0.3248 | +| No log | 4.9412 | 84 | 0.3083 | 0.4300 | 0.3083 | +| No log | 5.0588 | 86 | 0.2844 | 0.3512 | 0.2844 | +| No log | 5.1765 | 88 | 0.2595 | 0.3405 | 0.2595 | +| No log | 5.2941 | 90 | 0.2544 | 0.3462 | 0.2544 | +| No log | 5.4118 | 92 | 0.2686 | 0.3378 | 0.2686 | +| No log | 5.5294 | 94 | 0.3037 | 0.3446 | 0.3037 | +| No log | 5.6471 | 96 | 0.3453 | 0.3453 | 0.3453 | +| No log | 5.7647 | 98 | 0.3438 | 0.3956 | 0.3438 | +| No log | 5.8824 | 100 | 0.3084 | 0.4184 | 0.3084 | +| No log | 6.0 | 102 | 0.2757 | 0.4015 | 0.2757 | +| No log | 6.1176 | 104 | 0.2744 | 0.3963 | 0.2744 | +| No log | 6.2353 | 106 | 0.2900 | 0.4343 | 0.2900 | +| No log | 6.3529 | 108 | 0.3167 | 0.4357 | 0.3167 | +| No log | 6.4706 | 110 | 0.3249 | 0.4225 | 0.3249 | +| No log | 6.5882 | 112 | 0.3104 | 0.3929 | 0.3104 | +| No log | 6.7059 | 114 | 0.2965 | 0.3961 | 0.2965 | +| No log | 6.8235 | 116 | 0.2870 | 0.3956 | 0.2870 | +| No log | 6.9412 | 118 | 0.2835 | 0.4017 | 0.2835 | +| No log | 7.0588 | 120 | 0.2798 | 0.4117 | 0.2798 | +| No log | 7.1765 | 122 | 0.2952 | 0.3838 | 0.2952 | +| No log | 7.2941 | 124 | 0.3094 | 0.3838 | 0.3094 | +| No log | 7.4118 | 126 | 0.3254 | 0.4226 | 0.3254 | +| No log | 7.5294 | 128 | 0.3223 | 0.4122 | 0.3223 | +| No log | 7.6471 | 130 | 0.3091 | 0.3910 | 0.3091 | +| No log | 7.7647 | 132 | 0.3042 | 0.3896 | 0.3042 | +| No log | 7.8824 | 134 | 0.2977 | 0.3822 | 0.2977 | +| No log | 8.0 | 136 | 0.2987 | 0.3536 | 0.2987 | +| No log | 8.1176 | 138 | 0.3110 | 0.3437 | 0.3110 | +| No log | 8.2353 | 140 | 0.3121 | 0.3392 | 0.3121 | +| No log | 8.3529 | 142 | 0.3056 | 0.3402 | 0.3056 | +| No log | 8.4706 | 144 | 0.3047 | 0.3462 | 0.3047 | +| No log | 8.5882 | 146 | 0.3035 | 0.3572 | 0.3035 | +| No log | 8.7059 | 148 | 0.3024 | 0.3690 | 0.3024 | +| No log | 8.8235 | 150 | 0.3034 | 0.3717 | 0.3034 | +| No log | 8.9412 | 152 | 0.3012 | 0.3774 | 0.3012 | +| No log | 9.0588 | 154 | 0.2988 | 0.3774 | 0.2988 | +| No log | 9.1765 | 156 | 0.3009 | 0.3774 | 0.3009 | +| No log | 9.2941 | 158 | 0.3001 | 0.3889 | 0.3001 | +| No log | 9.4118 | 160 | 0.3015 | 0.3946 | 0.3015 | +| No log | 9.5294 | 162 | 0.3032 | 0.3946 | 0.3032 | +| No log | 9.6471 | 164 | 0.3050 | 0.3846 | 0.3050 | +| No log | 9.7647 | 166 | 0.3044 | 0.3732 | 0.3044 | +| No log | 9.8824 | 168 | 0.3039 | 0.3732 | 0.3039 | +| No log | 10.0 | 170 | 0.3037 | 0.3732 | 0.3037 | ### Framework versions diff --git a/model.safetensors b/model.safetensors index f0dbb0e8766ce696ee8fd2634fd296af345fc3cc..68410bc53d5ee82d35fab140c0e674fa94ba063b 100644 --- a/model.safetensors +++ b/model.safetensors @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:aa4893096b5862901c2d13c2b0cfcf66c460b03e043c25d18d677795b46f0874 +oid sha256:e2f97045e0a8813ad6ae30b4d8c4bfc7ea592c8f1a5ed69208c9e019caca337d 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 +++ b/runs/Sep02_02-03-55_a09311c9b42d/events.out.tfevents.1725242637.a09311c9b42d.22.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e6a0fc106c94b86c97514c87576eba536657bbbf37db0fced8f63570b2d75b0 +size 32251 diff 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