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| Training Loss | Epoch | Step | Accuracy | Balanced Critical F1 | Balanced Critical Recall | Critical F1 | Critical Recall | F1 Clean | F1 Hate | F1 Offensive | Validation Loss | Macro F1 | Offensive Priority F1 | Offensive Priority Recall | Precision Clean | Precision Hate | Precision Offensive | Precision Macro | Recall Clean | Recall Hate | Recall Offensive | Recall Macro | Weighted F1 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.2894 | 0.9997 | 1770 | 0.7927 | 0.5005 | 0.597 | 0.4729 | 0.5796 | 0.8868 | 0.5614 | 0.3845 | 0.2184 | 0.6109 | 0.4376 | 0.5744 | 0.9394 | 0.5333 | 0.291 | 0.5879 | 0.8397 | 0.5926 | 0.5667 | 0.6663 | 0.8135 |
| 0.176 | 2.0 | 3541 | 0.7958 | 0.5117 | 0.6321 | 0.4849 | 0.6177 | 0.8877 | 0.5253 | 0.4444 | 0.2149 | 0.6192 | 0.4687 | 0.5878 | 0.9498 | 0.4231 | 0.3762 | 0.5831 | 0.8333 | 0.6926 | 0.5429 | 0.6896 | 0.8154 |
| 0.1165 | 2.9997 | 5311 | 0.8041 | 0.5081 | 0.6 | 0.4805 | 0.582 | 0.8935 | 0.5266 | 0.4344 | 0.2400 | 0.6182 | 0.4621 | 0.5511 | 0.9402 | 0.4384 | 0.3813 | 0.5866 | 0.8513 | 0.6593 | 0.5048 | 0.6718 | 0.8195 |
| 0.0744 | 4.0 | 7082 | 0.8515 | 0.5498 | 0.5531 | 0.5232 | 0.5267 | 0.9232 | 0.6019 | 0.4444 | 0.2723 | 0.6565 | 0.4917 | 0.4989 | 0.9247 | 0.6075 | 0.4324 | 0.6549 | 0.9217 | 0.5963 | 0.4571 | 0.6584 | 0.8522 |
| 0.0537 | 4.9997 | 8852 | 0.8462 | 0.537 | 0.5572 | 0.5095 | 0.5317 | 0.9215 | 0.5898 | 0.4293 | 0.3155 | 0.6469 | 0.4774 | 0.4867 | 0.9302 | 0.5437 | 0.44 | 0.638 | 0.9129 | 0.6444 | 0.419 | 0.6588 | 0.8484 |
| 0.0387 | 6.0 | 10623 | 0.8583 | 0.5401 | 0.5328 | 0.5123 | 0.5042 | 0.9292 | 0.5972 | 0.4274 | 0.3731 | 0.6513 | 0.4783 | 0.4511 | 0.9252 | 0.5621 | 0.5032 | 0.6635 | 0.9333 | 0.637 | 0.3714 | 0.6473 | 0.8553 |
| 0.0282 | 6.9997 | 12393 | 0.848 | 0.5345 | 0.5394 | 0.5068 | 0.5122 | 0.9218 | 0.5814 | 0.4322 | 0.4123 | 0.6451 | 0.4769 | 0.4711 | 0.9237 | 0.5515 | 0.4574 | 0.6442 | 0.9199 | 0.6148 | 0.4095 | 0.6481 | 0.848 |
| 0.0253 | 7.9997 | 14160 | 0.8496 | 0.5539 | 0.5709 | 0.5276 | 0.5463 | 0.9223 | 0.5818 | 0.4734 | 0.4471 | 0.6591 | 0.5059 | 0.5144 | 0.9298 | 0.5434 | 0.4804 | 0.6512 | 0.9148 | 0.6259 | 0.4667 | 0.6691 | 0.8517 |
| 0.0169 | 9.0 | 15931 | 0.848 | 0.536 | 0.5391 | 0.5085 | 0.5119 | 0.9216 | 0.5796 | 0.4373 | 0.4845 | 0.6462 | 0.48 | 0.4767 | 0.9229 | 0.5606 | 0.4518 | 0.6451 | 0.9203 | 0.6 | 0.4238 | 0.648 | 0.8481 |
| 0.0156 | 9.9997 | 17700 | 0.5180 | 0.8545 | 0.6586 | 0.6529 | 0.6546 | 0.8531 | 0.9234 | 0.9268 | 0.9251 | 0.4751 | 0.4095 | 0.4399 | 0.5773 | 0.6222 | 0.5989 | 0.5194 | 0.5159 | 0.4876 | 0.4733 | 0.5465 | 0.5433 |