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---
language:
- ms
library_name: transformers
---
Safe for Work Classifier Model for Malaysian Data(WORK IN PROGRESS)
Finetuned https://huggingface.co/mesolitica/malaysian-mistral-191M-MLM-512 with Malaysian NSFW data.
### How to use
```python
from classifier import MistralForSequenceClassification
model = MistralForSequenceClassification.from_pretrained('malaysia-ai/malaysian-sfw-classifier')
```
```
precision recall f1-score support
racist 0.96737 0.92272 0.94452 1928
religion insult 0.94210 0.91785 0.92982 3457
psychiatric or mental illness 0.97140 0.92858 0.94951 5559
sexist 0.93154 0.83968 0.88323 1734
harassment 0.76633 0.94214 0.84519 2005
informative 0.84307 0.88797 0.86494 1821
safe for work 0.86179 0.91640 0.88826 1878
hate 0.87780 0.84726 0.86226 2357
accuracy 0.90622 20739
macro avg 0.89518 0.90033 0.89596 20739
weighted avg 0.91115 0.90622 0.90725 20739
``` |