A newer version of this model is available:
asadfgglie/mDeBERTa-v3-base-xnli-multilingual-zeroshot-v1.1
Datasets | asadfgglie/nli-zh-tw-all/test | asadfgglie/BanBan_2024-10-17-facial_expressions-nli/test | eval_dataset | test_dataset |
---|---|---|---|---|
eval_loss | 0.362 | 1.554 | 0.496 | 0.478 |
eval_f1_macro | 0.872 | 0.516 | 0.835 | 0.841 |
eval_f1_micro | 0.874 | 0.559 | 0.839 | 0.843 |
eval_accuracy_balanced | 0.871 | 0.558 | 0.833 | 0.839 |
eval_accuracy | 0.874 | 0.559 | 0.839 | 0.843 |
eval_precision_macro | 0.874 | 0.59 | 0.839 | 0.847 |
eval_recall_macro | 0.871 | 0.558 | 0.833 | 0.839 |
eval_precision_micro | 0.874 | 0.559 | 0.839 | 0.843 |
eval_recall_micro | 0.874 | 0.559 | 0.839 | 0.843 |
eval_runtime | 230.697 | 4.066 | 51.216 | 203.905 |
eval_samples_per_second | 36.845 | 232.653 | 36.883 | 37.061 |
eval_steps_per_second | 0.29 | 1.967 | 0.293 | 0.294 |
Size of dataset | 8500 | 946 | 1889 | 7557 |
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