---
datasets:
- asadfgglie/nli-zh-tw-all
language:
- zh
metrics:
- accuracy
base_model:
- MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7
pipeline_tag: zero-shot-classification
new_version: 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|