Instructions to use MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k11_task1_organization with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k11_task1_organization with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k11_task1_organization")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k11_task1_organization") model = AutoModelForSequenceClassification.from_pretrained("MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k11_task1_organization", device_map="auto") - Notebooks
- Google Colab
- Kaggle
ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k11_task1_organization
This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5740
- Qwk: 0.7218
- Mse: 0.5740
- Rmse: 0.7576
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: 2e-05
- 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
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.0290 | 2 | 5.1510 | -0.0027 | 5.1510 | 2.2696 |
| No log | 0.0580 | 4 | 3.3360 | 0.0697 | 3.3360 | 1.8265 |
| No log | 0.0870 | 6 | 2.4759 | 0.1596 | 2.4759 | 1.5735 |
| No log | 0.1159 | 8 | 2.0181 | 0.0504 | 2.0181 | 1.4206 |
| No log | 0.1449 | 10 | 1.8054 | 0.0730 | 1.8054 | 1.3436 |
| No log | 0.1739 | 12 | 1.6457 | 0.0944 | 1.6457 | 1.2828 |
| No log | 0.2029 | 14 | 1.7462 | 0.0894 | 1.7462 | 1.3214 |
| No log | 0.2319 | 16 | 2.1061 | 0.1455 | 2.1061 | 1.4512 |
| No log | 0.2609 | 18 | 2.4608 | 0.1530 | 2.4608 | 1.5687 |
| No log | 0.2899 | 20 | 2.6170 | 0.1073 | 2.6170 | 1.6177 |
| No log | 0.3188 | 22 | 2.5123 | 0.1712 | 2.5123 | 1.5850 |
| No log | 0.3478 | 24 | 2.2966 | 0.1958 | 2.2966 | 1.5154 |
| No log | 0.3768 | 26 | 1.7141 | 0.1930 | 1.7141 | 1.3092 |
| No log | 0.4058 | 28 | 1.2326 | 0.3493 | 1.2326 | 1.1102 |
| No log | 0.4348 | 30 | 1.1026 | 0.3933 | 1.1026 | 1.0501 |
| No log | 0.4638 | 32 | 0.9665 | 0.4006 | 0.9665 | 0.9831 |
| No log | 0.4928 | 34 | 1.0679 | 0.4137 | 1.0679 | 1.0334 |
| No log | 0.5217 | 36 | 1.7032 | 0.2535 | 1.7032 | 1.3051 |
| No log | 0.5507 | 38 | 2.4085 | 0.2296 | 2.4085 | 1.5519 |
| No log | 0.5797 | 40 | 2.5638 | 0.2142 | 2.5638 | 1.6012 |
| No log | 0.6087 | 42 | 2.6301 | 0.2090 | 2.6301 | 1.6218 |
| No log | 0.6377 | 44 | 1.9976 | 0.2154 | 1.9976 | 1.4133 |
| No log | 0.6667 | 46 | 1.3977 | 0.2934 | 1.3977 | 1.1822 |
| No log | 0.6957 | 48 | 1.1737 | 0.4099 | 1.1737 | 1.0834 |
| No log | 0.7246 | 50 | 1.1500 | 0.3979 | 1.1500 | 1.0724 |
| No log | 0.7536 | 52 | 1.3674 | 0.3590 | 1.3674 | 1.1694 |
| No log | 0.7826 | 54 | 1.6495 | 0.3243 | 1.6495 | 1.2843 |
| No log | 0.8116 | 56 | 1.6452 | 0.3390 | 1.6452 | 1.2827 |
| No log | 0.8406 | 58 | 1.2388 | 0.4651 | 1.2388 | 1.1130 |
| No log | 0.8696 | 60 | 0.8468 | 0.5585 | 0.8468 | 0.9202 |
| No log | 0.8986 | 62 | 0.7808 | 0.6013 | 0.7808 | 0.8836 |
| No log | 0.9275 | 64 | 0.7899 | 0.5923 | 0.7899 | 0.8887 |
| No log | 0.9565 | 66 | 0.9339 | 0.5439 | 0.9339 | 0.9664 |
| No log | 0.9855 | 68 | 0.8973 | 0.5438 | 0.8973 | 0.9473 |
| No log | 1.0145 | 70 | 0.8497 | 0.5477 | 0.8497 | 0.9218 |
| No log | 1.0435 | 72 | 0.8101 | 0.5647 | 0.8101 | 0.9001 |
| No log | 1.0725 | 74 | 0.7853 | 0.6356 | 0.7853 | 0.8862 |
| No log | 1.1014 | 76 | 0.9037 | 0.5932 | 0.9037 | 0.9506 |
| No log | 1.1304 | 78 | 1.1949 | 0.5366 | 1.1949 | 1.0931 |
| No log | 1.1594 | 80 | 1.0023 | 0.5706 | 1.0023 | 1.0011 |
| No log | 1.1884 | 82 | 0.7403 | 0.6786 | 0.7403 | 0.8604 |
| No log | 1.2174 | 84 | 0.6273 | 0.7174 | 0.6273 | 0.7920 |
| No log | 1.2464 | 86 | 0.6706 | 0.7173 | 0.6706 | 0.8189 |
| No log | 1.2754 | 88 | 0.6134 | 0.7483 | 0.6134 | 0.7832 |
| No log | 1.3043 | 90 | 0.6111 | 0.7548 | 0.6111 | 0.7817 |
| No log | 1.3333 | 92 | 0.7384 | 0.7094 | 0.7384 | 0.8593 |
| No log | 1.3623 | 94 | 0.6668 | 0.7212 | 0.6668 | 0.8166 |
| No log | 1.3913 | 96 | 0.5652 | 0.7456 | 0.5652 | 0.7518 |
| No log | 1.4203 | 98 | 0.8183 | 0.6755 | 0.8183 | 0.9046 |
| No log | 1.4493 | 100 | 0.9754 | 0.6310 | 0.9754 | 0.9876 |
| No log | 1.4783 | 102 | 0.8051 | 0.6984 | 0.8051 | 0.8973 |
| No log | 1.5072 | 104 | 0.6080 | 0.7355 | 0.6080 | 0.7797 |
| No log | 1.5362 | 106 | 0.8867 | 0.6409 | 0.8867 | 0.9417 |
| No log | 1.5652 | 108 | 1.5937 | 0.4468 | 1.5937 | 1.2624 |
| No log | 1.5942 | 110 | 1.8153 | 0.4192 | 1.8153 | 1.3473 |
| No log | 1.6232 | 112 | 1.5389 | 0.4681 | 1.5389 | 1.2405 |
| No log | 1.6522 | 114 | 1.0616 | 0.5759 | 1.0616 | 1.0303 |
| No log | 1.6812 | 116 | 0.6785 | 0.6764 | 0.6785 | 0.8237 |
| No log | 1.7101 | 118 | 0.5724 | 0.7374 | 0.5724 | 0.7566 |
| No log | 1.7391 | 120 | 0.6064 | 0.6748 | 0.6064 | 0.7787 |
| No log | 1.7681 | 122 | 0.6409 | 0.6369 | 0.6409 | 0.8006 |
| No log | 1.7971 | 124 | 0.6211 | 0.7164 | 0.6211 | 0.7881 |
| No log | 1.8261 | 126 | 0.7161 | 0.6640 | 0.7161 | 0.8462 |
| No log | 1.8551 | 128 | 0.9397 | 0.5818 | 0.9397 | 0.9694 |
| No log | 1.8841 | 130 | 1.4711 | 0.4951 | 1.4711 | 1.2129 |
| No log | 1.9130 | 132 | 1.7784 | 0.4205 | 1.7784 | 1.3336 |
| No log | 1.9420 | 134 | 1.5948 | 0.4628 | 1.5948 | 1.2628 |
| No log | 1.9710 | 136 | 1.2180 | 0.5614 | 1.2180 | 1.1036 |
| No log | 2.0 | 138 | 0.7695 | 0.6762 | 0.7695 | 0.8772 |
| No log | 2.0290 | 140 | 0.5916 | 0.7158 | 0.5916 | 0.7692 |
| No log | 2.0580 | 142 | 0.7602 | 0.7018 | 0.7602 | 0.8719 |
| No log | 2.0870 | 144 | 0.8416 | 0.6881 | 0.8416 | 0.9174 |
| No log | 2.1159 | 146 | 0.7321 | 0.7308 | 0.7321 | 0.8556 |
| No log | 2.1449 | 148 | 0.5966 | 0.7199 | 0.5966 | 0.7724 |
| No log | 2.1739 | 150 | 0.5460 | 0.7675 | 0.5460 | 0.7389 |
| No log | 2.2029 | 152 | 0.5597 | 0.7571 | 0.5597 | 0.7481 |
| No log | 2.2319 | 154 | 0.5621 | 0.7564 | 0.5621 | 0.7497 |
| No log | 2.2609 | 156 | 0.5993 | 0.7159 | 0.5993 | 0.7741 |
| No log | 2.2899 | 158 | 0.6711 | 0.7189 | 0.6711 | 0.8192 |
| No log | 2.3188 | 160 | 0.7142 | 0.6893 | 0.7142 | 0.8451 |
| No log | 2.3478 | 162 | 0.6999 | 0.6973 | 0.6999 | 0.8366 |
| No log | 2.3768 | 164 | 0.6558 | 0.6868 | 0.6558 | 0.8098 |
| No log | 2.4058 | 166 | 0.6457 | 0.6512 | 0.6457 | 0.8035 |
| No log | 2.4348 | 168 | 0.6785 | 0.6182 | 0.6785 | 0.8237 |
| No log | 2.4638 | 170 | 0.6983 | 0.6514 | 0.6983 | 0.8356 |
| No log | 2.4928 | 172 | 0.6757 | 0.6843 | 0.6757 | 0.8220 |
| No log | 2.5217 | 174 | 0.6568 | 0.7042 | 0.6568 | 0.8104 |
| No log | 2.5507 | 176 | 0.6965 | 0.7296 | 0.6965 | 0.8346 |
| No log | 2.5797 | 178 | 0.7212 | 0.7149 | 0.7212 | 0.8493 |
| No log | 2.6087 | 180 | 0.7144 | 0.7278 | 0.7144 | 0.8452 |
| No log | 2.6377 | 182 | 0.7206 | 0.7179 | 0.7206 | 0.8489 |
| No log | 2.6667 | 184 | 0.7420 | 0.7417 | 0.7420 | 0.8614 |
| No log | 2.6957 | 186 | 0.7626 | 0.7147 | 0.7626 | 0.8732 |
| No log | 2.7246 | 188 | 0.7223 | 0.7466 | 0.7223 | 0.8499 |
| No log | 2.7536 | 190 | 0.6885 | 0.7414 | 0.6885 | 0.8298 |
| No log | 2.7826 | 192 | 0.6555 | 0.7089 | 0.6555 | 0.8096 |
| No log | 2.8116 | 194 | 0.6556 | 0.7248 | 0.6556 | 0.8097 |
| No log | 2.8406 | 196 | 0.6923 | 0.7298 | 0.6923 | 0.8320 |
| No log | 2.8696 | 198 | 0.7308 | 0.6805 | 0.7308 | 0.8549 |
| No log | 2.8986 | 200 | 0.7097 | 0.6880 | 0.7097 | 0.8424 |
| No log | 2.9275 | 202 | 0.6762 | 0.6892 | 0.6762 | 0.8223 |
| No log | 2.9565 | 204 | 0.6713 | 0.7187 | 0.6713 | 0.8193 |
| No log | 2.9855 | 206 | 0.6478 | 0.7328 | 0.6478 | 0.8049 |
| No log | 3.0145 | 208 | 0.6198 | 0.7218 | 0.6198 | 0.7873 |
| No log | 3.0435 | 210 | 0.6230 | 0.7229 | 0.6230 | 0.7893 |
| No log | 3.0725 | 212 | 0.6255 | 0.7407 | 0.6255 | 0.7909 |
| No log | 3.1014 | 214 | 0.6239 | 0.7347 | 0.6239 | 0.7899 |
| No log | 3.1304 | 216 | 0.6302 | 0.7406 | 0.6302 | 0.7939 |
| No log | 3.1594 | 218 | 0.6341 | 0.7291 | 0.6341 | 0.7963 |
| No log | 3.1884 | 220 | 0.6213 | 0.7474 | 0.6213 | 0.7882 |
| No log | 3.2174 | 222 | 0.6286 | 0.7153 | 0.6286 | 0.7929 |
| No log | 3.2464 | 224 | 0.6243 | 0.7201 | 0.6243 | 0.7901 |
| No log | 3.2754 | 226 | 0.6235 | 0.7300 | 0.6235 | 0.7896 |
| No log | 3.3043 | 228 | 0.7658 | 0.6922 | 0.7658 | 0.8751 |
| No log | 3.3333 | 230 | 0.8875 | 0.6457 | 0.8875 | 0.9421 |
| No log | 3.3623 | 232 | 0.8075 | 0.6640 | 0.8075 | 0.8986 |
| No log | 3.3913 | 234 | 0.6546 | 0.7291 | 0.6546 | 0.8091 |
| No log | 3.4203 | 236 | 0.6434 | 0.7037 | 0.6434 | 0.8021 |
| No log | 3.4493 | 238 | 0.6390 | 0.7039 | 0.6390 | 0.7994 |
| No log | 3.4783 | 240 | 0.6539 | 0.6917 | 0.6539 | 0.8087 |
| No log | 3.5072 | 242 | 0.8088 | 0.6334 | 0.8088 | 0.8993 |
| No log | 3.5362 | 244 | 0.9002 | 0.5970 | 0.9002 | 0.9488 |
| No log | 3.5652 | 246 | 0.8170 | 0.6198 | 0.8170 | 0.9039 |
| No log | 3.5942 | 248 | 0.6732 | 0.6959 | 0.6732 | 0.8205 |
| No log | 3.6232 | 250 | 0.5952 | 0.7168 | 0.5952 | 0.7715 |
| No log | 3.6522 | 252 | 0.6676 | 0.7109 | 0.6676 | 0.8171 |
| No log | 3.6812 | 254 | 0.7432 | 0.6986 | 0.7432 | 0.8621 |
| No log | 3.7101 | 256 | 0.6991 | 0.6934 | 0.6991 | 0.8361 |
| No log | 3.7391 | 258 | 0.6048 | 0.7337 | 0.6048 | 0.7777 |
| No log | 3.7681 | 260 | 0.5878 | 0.7404 | 0.5878 | 0.7667 |
| No log | 3.7971 | 262 | 0.5963 | 0.7359 | 0.5963 | 0.7722 |
| No log | 3.8261 | 264 | 0.6111 | 0.7388 | 0.6111 | 0.7817 |
| No log | 3.8551 | 266 | 0.6029 | 0.7603 | 0.6029 | 0.7765 |
| No log | 3.8841 | 268 | 0.6217 | 0.7443 | 0.6217 | 0.7885 |
| No log | 3.9130 | 270 | 0.6386 | 0.7156 | 0.6386 | 0.7991 |
| No log | 3.9420 | 272 | 0.6493 | 0.6971 | 0.6493 | 0.8058 |
| No log | 3.9710 | 274 | 0.6522 | 0.7013 | 0.6522 | 0.8076 |
| No log | 4.0 | 276 | 0.6196 | 0.7483 | 0.6196 | 0.7871 |
| No log | 4.0290 | 278 | 0.6142 | 0.7623 | 0.6142 | 0.7837 |
| No log | 4.0580 | 280 | 0.6086 | 0.7546 | 0.6086 | 0.7801 |
| No log | 4.0870 | 282 | 0.6179 | 0.7331 | 0.6179 | 0.7860 |
| No log | 4.1159 | 284 | 0.6212 | 0.7451 | 0.6212 | 0.7882 |
| No log | 4.1449 | 286 | 0.6098 | 0.7480 | 0.6098 | 0.7809 |
| No log | 4.1739 | 288 | 0.5991 | 0.7826 | 0.5991 | 0.7740 |
| No log | 4.2029 | 290 | 0.5959 | 0.7789 | 0.5959 | 0.7719 |
| No log | 4.2319 | 292 | 0.6294 | 0.7225 | 0.6294 | 0.7934 |
| No log | 4.2609 | 294 | 0.7265 | 0.6966 | 0.7265 | 0.8523 |
| No log | 4.2899 | 296 | 0.7516 | 0.7025 | 0.7516 | 0.8669 |
| No log | 4.3188 | 298 | 0.7001 | 0.7037 | 0.7001 | 0.8367 |
| No log | 4.3478 | 300 | 0.6210 | 0.7625 | 0.6210 | 0.7880 |
| No log | 4.3768 | 302 | 0.6638 | 0.7170 | 0.6638 | 0.8147 |
| No log | 4.4058 | 304 | 0.6903 | 0.6802 | 0.6903 | 0.8309 |
| No log | 4.4348 | 306 | 0.6230 | 0.7236 | 0.6230 | 0.7893 |
| No log | 4.4638 | 308 | 0.5888 | 0.7604 | 0.5888 | 0.7673 |
| No log | 4.4928 | 310 | 0.6126 | 0.7120 | 0.6126 | 0.7827 |
| No log | 4.5217 | 312 | 0.6110 | 0.7197 | 0.6110 | 0.7817 |
| No log | 4.5507 | 314 | 0.5879 | 0.7348 | 0.5879 | 0.7668 |
| No log | 4.5797 | 316 | 0.5799 | 0.7322 | 0.5799 | 0.7615 |
| No log | 4.6087 | 318 | 0.5777 | 0.7343 | 0.5777 | 0.7601 |
| No log | 4.6377 | 320 | 0.5721 | 0.7322 | 0.5721 | 0.7564 |
| No log | 4.6667 | 322 | 0.5823 | 0.7239 | 0.5823 | 0.7631 |
| No log | 4.6957 | 324 | 0.6206 | 0.7116 | 0.6206 | 0.7878 |
| No log | 4.7246 | 326 | 0.6603 | 0.7029 | 0.6603 | 0.8126 |
| No log | 4.7536 | 328 | 0.6808 | 0.7053 | 0.6808 | 0.8251 |
| No log | 4.7826 | 330 | 0.6553 | 0.7122 | 0.6553 | 0.8095 |
| No log | 4.8116 | 332 | 0.6341 | 0.7040 | 0.6341 | 0.7963 |
| No log | 4.8406 | 334 | 0.6116 | 0.7153 | 0.6116 | 0.7821 |
| No log | 4.8696 | 336 | 0.5934 | 0.7160 | 0.5934 | 0.7703 |
| No log | 4.8986 | 338 | 0.5620 | 0.7337 | 0.5620 | 0.7496 |
| No log | 4.9275 | 340 | 0.5413 | 0.7350 | 0.5413 | 0.7357 |
| No log | 4.9565 | 342 | 0.5438 | 0.7831 | 0.5438 | 0.7374 |
| No log | 4.9855 | 344 | 0.5440 | 0.7460 | 0.5440 | 0.7376 |
| No log | 5.0145 | 346 | 0.5479 | 0.7533 | 0.5479 | 0.7402 |
| No log | 5.0435 | 348 | 0.5508 | 0.7591 | 0.5508 | 0.7422 |
| No log | 5.0725 | 350 | 0.5617 | 0.7354 | 0.5617 | 0.7495 |
| No log | 5.1014 | 352 | 0.5734 | 0.7252 | 0.5734 | 0.7572 |
| No log | 5.1304 | 354 | 0.5934 | 0.7146 | 0.5934 | 0.7703 |
| No log | 5.1594 | 356 | 0.6057 | 0.7205 | 0.6057 | 0.7783 |
| No log | 5.1884 | 358 | 0.5830 | 0.7146 | 0.5830 | 0.7636 |
| No log | 5.2174 | 360 | 0.5628 | 0.7423 | 0.5628 | 0.7502 |
| No log | 5.2464 | 362 | 0.5651 | 0.7951 | 0.5651 | 0.7517 |
| No log | 5.2754 | 364 | 0.5676 | 0.7909 | 0.5676 | 0.7534 |
| No log | 5.3043 | 366 | 0.5672 | 0.7528 | 0.5672 | 0.7531 |
| No log | 5.3333 | 368 | 0.5787 | 0.7320 | 0.5787 | 0.7607 |
| No log | 5.3623 | 370 | 0.5945 | 0.7336 | 0.5945 | 0.7710 |
| No log | 5.3913 | 372 | 0.5800 | 0.7305 | 0.5800 | 0.7616 |
| No log | 5.4203 | 374 | 0.5584 | 0.7374 | 0.5584 | 0.7473 |
| No log | 5.4493 | 376 | 0.5491 | 0.7794 | 0.5491 | 0.7410 |
| No log | 5.4783 | 378 | 0.5480 | 0.7704 | 0.5480 | 0.7403 |
| No log | 5.5072 | 380 | 0.5686 | 0.7302 | 0.5686 | 0.7540 |
| No log | 5.5362 | 382 | 0.5836 | 0.7245 | 0.5836 | 0.7639 |
| No log | 5.5652 | 384 | 0.5672 | 0.7432 | 0.5672 | 0.7531 |
| No log | 5.5942 | 386 | 0.5548 | 0.7641 | 0.5548 | 0.7448 |
| No log | 5.6232 | 388 | 0.5579 | 0.7899 | 0.5579 | 0.7469 |
| No log | 5.6522 | 390 | 0.5654 | 0.7629 | 0.5654 | 0.7520 |
| No log | 5.6812 | 392 | 0.5793 | 0.7975 | 0.5793 | 0.7611 |
| No log | 5.7101 | 394 | 0.6004 | 0.7873 | 0.6004 | 0.7749 |
| No log | 5.7391 | 396 | 0.6024 | 0.7865 | 0.6024 | 0.7762 |
| No log | 5.7681 | 398 | 0.5995 | 0.7520 | 0.5995 | 0.7743 |
| No log | 5.7971 | 400 | 0.6159 | 0.7433 | 0.6159 | 0.7848 |
| No log | 5.8261 | 402 | 0.6316 | 0.7288 | 0.6316 | 0.7947 |
| No log | 5.8551 | 404 | 0.6200 | 0.7362 | 0.6200 | 0.7874 |
| No log | 5.8841 | 406 | 0.5951 | 0.7480 | 0.5951 | 0.7714 |
| No log | 5.9130 | 408 | 0.5906 | 0.7864 | 0.5906 | 0.7685 |
| No log | 5.9420 | 410 | 0.6102 | 0.7324 | 0.6102 | 0.7812 |
| No log | 5.9710 | 412 | 0.6022 | 0.7279 | 0.6022 | 0.7760 |
| No log | 6.0 | 414 | 0.5936 | 0.7351 | 0.5936 | 0.7705 |
| No log | 6.0290 | 416 | 0.5931 | 0.7368 | 0.5931 | 0.7702 |
| No log | 6.0580 | 418 | 0.5873 | 0.7577 | 0.5873 | 0.7663 |
| No log | 6.0870 | 420 | 0.5805 | 0.7651 | 0.5805 | 0.7619 |
| No log | 6.1159 | 422 | 0.5898 | 0.7465 | 0.5898 | 0.7680 |
| No log | 6.1449 | 424 | 0.6037 | 0.7134 | 0.6037 | 0.7770 |
| No log | 6.1739 | 426 | 0.6290 | 0.6739 | 0.6290 | 0.7931 |
| No log | 6.2029 | 428 | 0.6176 | 0.7062 | 0.6176 | 0.7859 |
| No log | 6.2319 | 430 | 0.5905 | 0.7574 | 0.5905 | 0.7685 |
| No log | 6.2609 | 432 | 0.5758 | 0.7768 | 0.5758 | 0.7588 |
| No log | 6.2899 | 434 | 0.5717 | 0.7639 | 0.5717 | 0.7561 |
| No log | 6.3188 | 436 | 0.5690 | 0.7516 | 0.5690 | 0.7543 |
| No log | 6.3478 | 438 | 0.5657 | 0.7527 | 0.5657 | 0.7521 |
| No log | 6.3768 | 440 | 0.5638 | 0.7483 | 0.5638 | 0.7509 |
| No log | 6.4058 | 442 | 0.5613 | 0.7515 | 0.5613 | 0.7492 |
| No log | 6.4348 | 444 | 0.5598 | 0.7481 | 0.5598 | 0.7482 |
| No log | 6.4638 | 446 | 0.5620 | 0.7473 | 0.5620 | 0.7497 |
| No log | 6.4928 | 448 | 0.5713 | 0.7090 | 0.5713 | 0.7558 |
| No log | 6.5217 | 450 | 0.5646 | 0.7051 | 0.5646 | 0.7514 |
| No log | 6.5507 | 452 | 0.5509 | 0.7234 | 0.5509 | 0.7422 |
| No log | 6.5797 | 454 | 0.5295 | 0.7891 | 0.5295 | 0.7277 |
| No log | 6.6087 | 456 | 0.5280 | 0.7758 | 0.5280 | 0.7267 |
| No log | 6.6377 | 458 | 0.5503 | 0.7095 | 0.5503 | 0.7418 |
| No log | 6.6667 | 460 | 0.5653 | 0.7095 | 0.5653 | 0.7518 |
| No log | 6.6957 | 462 | 0.5500 | 0.7095 | 0.5500 | 0.7416 |
| No log | 6.7246 | 464 | 0.5290 | 0.7518 | 0.5290 | 0.7273 |
| No log | 6.7536 | 466 | 0.5353 | 0.7803 | 0.5353 | 0.7316 |
| No log | 6.7826 | 468 | 0.5473 | 0.7670 | 0.5473 | 0.7398 |
| No log | 6.8116 | 470 | 0.5668 | 0.7610 | 0.5668 | 0.7528 |
| No log | 6.8406 | 472 | 0.5788 | 0.7316 | 0.5788 | 0.7608 |
| No log | 6.8696 | 474 | 0.5662 | 0.7712 | 0.5662 | 0.7525 |
| No log | 6.8986 | 476 | 0.5469 | 0.7803 | 0.5469 | 0.7395 |
| No log | 6.9275 | 478 | 0.5378 | 0.7816 | 0.5378 | 0.7333 |
| No log | 6.9565 | 480 | 0.5374 | 0.7935 | 0.5374 | 0.7330 |
| No log | 6.9855 | 482 | 0.5475 | 0.7269 | 0.5475 | 0.7399 |
| No log | 7.0145 | 484 | 0.5663 | 0.7116 | 0.5663 | 0.7525 |
| No log | 7.0435 | 486 | 0.5860 | 0.7095 | 0.5860 | 0.7655 |
| No log | 7.0725 | 488 | 0.5855 | 0.7038 | 0.5855 | 0.7652 |
| No log | 7.1014 | 490 | 0.5879 | 0.7142 | 0.5879 | 0.7668 |
| No log | 7.1304 | 492 | 0.5811 | 0.7162 | 0.5811 | 0.7623 |
| No log | 7.1594 | 494 | 0.5766 | 0.7231 | 0.5766 | 0.7593 |
| No log | 7.1884 | 496 | 0.5770 | 0.7376 | 0.5770 | 0.7596 |
| No log | 7.2174 | 498 | 0.5884 | 0.7162 | 0.5884 | 0.7670 |
| 0.4284 | 7.2464 | 500 | 0.6019 | 0.7171 | 0.6019 | 0.7758 |
| 0.4284 | 7.2754 | 502 | 0.6144 | 0.7329 | 0.6144 | 0.7839 |
| 0.4284 | 7.3043 | 504 | 0.6229 | 0.7307 | 0.6229 | 0.7893 |
| 0.4284 | 7.3333 | 506 | 0.6154 | 0.7307 | 0.6154 | 0.7844 |
| 0.4284 | 7.3623 | 508 | 0.5919 | 0.7192 | 0.5919 | 0.7694 |
| 0.4284 | 7.3913 | 510 | 0.5780 | 0.7319 | 0.5780 | 0.7602 |
| 0.4284 | 7.4203 | 512 | 0.5673 | 0.7548 | 0.5673 | 0.7532 |
| 0.4284 | 7.4493 | 514 | 0.5576 | 0.7564 | 0.5576 | 0.7467 |
| 0.4284 | 7.4783 | 516 | 0.5544 | 0.7564 | 0.5544 | 0.7446 |
| 0.4284 | 7.5072 | 518 | 0.5516 | 0.7502 | 0.5516 | 0.7427 |
| 0.4284 | 7.5362 | 520 | 0.5486 | 0.7502 | 0.5486 | 0.7407 |
| 0.4284 | 7.5652 | 522 | 0.5460 | 0.7690 | 0.5460 | 0.7389 |
| 0.4284 | 7.5942 | 524 | 0.5460 | 0.7566 | 0.5460 | 0.7389 |
| 0.4284 | 7.6232 | 526 | 0.5487 | 0.7502 | 0.5487 | 0.7407 |
| 0.4284 | 7.6522 | 528 | 0.5575 | 0.7424 | 0.5575 | 0.7466 |
| 0.4284 | 7.6812 | 530 | 0.5674 | 0.7315 | 0.5674 | 0.7533 |
| 0.4284 | 7.7101 | 532 | 0.5774 | 0.7102 | 0.5774 | 0.7599 |
| 0.4284 | 7.7391 | 534 | 0.5694 | 0.7315 | 0.5694 | 0.7546 |
| 0.4284 | 7.7681 | 536 | 0.5592 | 0.7380 | 0.5592 | 0.7478 |
| 0.4284 | 7.7971 | 538 | 0.5513 | 0.7470 | 0.5513 | 0.7425 |
| 0.4284 | 7.8261 | 540 | 0.5463 | 0.7458 | 0.5463 | 0.7391 |
| 0.4284 | 7.8551 | 542 | 0.5466 | 0.7623 | 0.5466 | 0.7393 |
| 0.4284 | 7.8841 | 544 | 0.5495 | 0.7582 | 0.5495 | 0.7413 |
| 0.4284 | 7.9130 | 546 | 0.5538 | 0.7612 | 0.5538 | 0.7442 |
| 0.4284 | 7.9420 | 548 | 0.5536 | 0.7495 | 0.5536 | 0.7440 |
| 0.4284 | 7.9710 | 550 | 0.5567 | 0.7461 | 0.5567 | 0.7461 |
| 0.4284 | 8.0 | 552 | 0.5704 | 0.7285 | 0.5704 | 0.7553 |
| 0.4284 | 8.0290 | 554 | 0.5910 | 0.7296 | 0.5910 | 0.7688 |
| 0.4284 | 8.0580 | 556 | 0.5942 | 0.7190 | 0.5942 | 0.7709 |
| 0.4284 | 8.0870 | 558 | 0.5837 | 0.7296 | 0.5837 | 0.7640 |
| 0.4284 | 8.1159 | 560 | 0.5688 | 0.7285 | 0.5688 | 0.7542 |
| 0.4284 | 8.1449 | 562 | 0.5628 | 0.7231 | 0.5628 | 0.7502 |
| 0.4284 | 8.1739 | 564 | 0.5607 | 0.7337 | 0.5607 | 0.7488 |
| 0.4284 | 8.2029 | 566 | 0.5584 | 0.7337 | 0.5584 | 0.7473 |
| 0.4284 | 8.2319 | 568 | 0.5589 | 0.7337 | 0.5589 | 0.7476 |
| 0.4284 | 8.2609 | 570 | 0.5573 | 0.7231 | 0.5573 | 0.7465 |
| 0.4284 | 8.2899 | 572 | 0.5563 | 0.7359 | 0.5563 | 0.7459 |
| 0.4284 | 8.3188 | 574 | 0.5545 | 0.7470 | 0.5545 | 0.7446 |
| 0.4284 | 8.3478 | 576 | 0.5552 | 0.7447 | 0.5552 | 0.7452 |
| 0.4284 | 8.3768 | 578 | 0.5561 | 0.7321 | 0.5561 | 0.7457 |
| 0.4284 | 8.4058 | 580 | 0.5575 | 0.7276 | 0.5575 | 0.7466 |
| 0.4284 | 8.4348 | 582 | 0.5569 | 0.7276 | 0.5569 | 0.7463 |
| 0.4284 | 8.4638 | 584 | 0.5597 | 0.7209 | 0.5597 | 0.7481 |
| 0.4284 | 8.4928 | 586 | 0.5725 | 0.6995 | 0.5725 | 0.7566 |
| 0.4284 | 8.5217 | 588 | 0.5840 | 0.6995 | 0.5840 | 0.7642 |
| 0.4284 | 8.5507 | 590 | 0.5936 | 0.7192 | 0.5936 | 0.7705 |
| 0.4284 | 8.5797 | 592 | 0.5905 | 0.7033 | 0.5905 | 0.7684 |
| 0.4284 | 8.6087 | 594 | 0.5868 | 0.7033 | 0.5868 | 0.7660 |
| 0.4284 | 8.6377 | 596 | 0.5786 | 0.6995 | 0.5786 | 0.7607 |
| 0.4284 | 8.6667 | 598 | 0.5694 | 0.7164 | 0.5694 | 0.7546 |
| 0.4284 | 8.6957 | 600 | 0.5626 | 0.7164 | 0.5626 | 0.7501 |
| 0.4284 | 8.7246 | 602 | 0.5579 | 0.7253 | 0.5579 | 0.7469 |
| 0.4284 | 8.7536 | 604 | 0.5566 | 0.7304 | 0.5566 | 0.7461 |
| 0.4284 | 8.7826 | 606 | 0.5560 | 0.7466 | 0.5560 | 0.7456 |
| 0.4284 | 8.8116 | 608 | 0.5554 | 0.7732 | 0.5554 | 0.7453 |
| 0.4284 | 8.8406 | 610 | 0.5567 | 0.7699 | 0.5567 | 0.7461 |
| 0.4284 | 8.8696 | 612 | 0.5584 | 0.7639 | 0.5584 | 0.7472 |
| 0.4284 | 8.8986 | 614 | 0.5594 | 0.7639 | 0.5594 | 0.7479 |
| 0.4284 | 8.9275 | 616 | 0.5576 | 0.7639 | 0.5576 | 0.7467 |
| 0.4284 | 8.9565 | 618 | 0.5545 | 0.7758 | 0.5545 | 0.7446 |
| 0.4284 | 8.9855 | 620 | 0.5536 | 0.7603 | 0.5536 | 0.7441 |
| 0.4284 | 9.0145 | 622 | 0.5535 | 0.7201 | 0.5535 | 0.7440 |
| 0.4284 | 9.0435 | 624 | 0.5550 | 0.7327 | 0.5550 | 0.7450 |
| 0.4284 | 9.0725 | 626 | 0.5611 | 0.7269 | 0.5611 | 0.7490 |
| 0.4284 | 9.1014 | 628 | 0.5677 | 0.7164 | 0.5677 | 0.7535 |
| 0.4284 | 9.1304 | 630 | 0.5729 | 0.7181 | 0.5729 | 0.7569 |
| 0.4284 | 9.1594 | 632 | 0.5731 | 0.7164 | 0.5731 | 0.7570 |
| 0.4284 | 9.1884 | 634 | 0.5720 | 0.7164 | 0.5720 | 0.7563 |
| 0.4284 | 9.2174 | 636 | 0.5697 | 0.7164 | 0.5697 | 0.7548 |
| 0.4284 | 9.2464 | 638 | 0.5666 | 0.7164 | 0.5666 | 0.7527 |
| 0.4284 | 9.2754 | 640 | 0.5655 | 0.7269 | 0.5655 | 0.7520 |
| 0.4284 | 9.3043 | 642 | 0.5660 | 0.7269 | 0.5660 | 0.7523 |
| 0.4284 | 9.3333 | 644 | 0.5646 | 0.7229 | 0.5646 | 0.7514 |
| 0.4284 | 9.3623 | 646 | 0.5632 | 0.7234 | 0.5632 | 0.7504 |
| 0.4284 | 9.3913 | 648 | 0.5620 | 0.7280 | 0.5620 | 0.7497 |
| 0.4284 | 9.4203 | 650 | 0.5615 | 0.7280 | 0.5615 | 0.7493 |
| 0.4284 | 9.4493 | 652 | 0.5616 | 0.7344 | 0.5616 | 0.7494 |
| 0.4284 | 9.4783 | 654 | 0.5612 | 0.7344 | 0.5612 | 0.7491 |
| 0.4284 | 9.5072 | 656 | 0.5612 | 0.7344 | 0.5612 | 0.7491 |
| 0.4284 | 9.5362 | 658 | 0.5617 | 0.7344 | 0.5617 | 0.7495 |
| 0.4284 | 9.5652 | 660 | 0.5633 | 0.7292 | 0.5633 | 0.7506 |
| 0.4284 | 9.5942 | 662 | 0.5656 | 0.7164 | 0.5656 | 0.7521 |
| 0.4284 | 9.6232 | 664 | 0.5688 | 0.7119 | 0.5688 | 0.7542 |
| 0.4284 | 9.6522 | 666 | 0.5725 | 0.7218 | 0.5725 | 0.7566 |
| 0.4284 | 9.6812 | 668 | 0.5737 | 0.7218 | 0.5737 | 0.7574 |
| 0.4284 | 9.7101 | 670 | 0.5738 | 0.7218 | 0.5738 | 0.7575 |
| 0.4284 | 9.7391 | 672 | 0.5745 | 0.7218 | 0.5745 | 0.7580 |
| 0.4284 | 9.7681 | 674 | 0.5748 | 0.7218 | 0.5748 | 0.7582 |
| 0.4284 | 9.7971 | 676 | 0.5753 | 0.7218 | 0.5753 | 0.7585 |
| 0.4284 | 9.8261 | 678 | 0.5750 | 0.7218 | 0.5750 | 0.7583 |
| 0.4284 | 9.8551 | 680 | 0.5752 | 0.7218 | 0.5752 | 0.7584 |
| 0.4284 | 9.8841 | 682 | 0.5751 | 0.7218 | 0.5751 | 0.7583 |
| 0.4284 | 9.9130 | 684 | 0.5747 | 0.7218 | 0.5747 | 0.7581 |
| 0.4284 | 9.9420 | 686 | 0.5742 | 0.7218 | 0.5742 | 0.7578 |
| 0.4284 | 9.9710 | 688 | 0.5740 | 0.7218 | 0.5740 | 0.7576 |
| 0.4284 | 10.0 | 690 | 0.5740 | 0.7218 | 0.5740 | 0.7576 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
- Downloads last month
- 3
Model tree for MayBashendy/ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k11_task1_organization
Base model
aubmindlab/bert-base-arabertv02