Instructions to use aomar85/finetuned-arabert-mixed-datasets with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use aomar85/finetuned-arabert-mixed-datasets with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="aomar85/finetuned-arabert-mixed-datasets")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("aomar85/finetuned-arabert-mixed-datasets") model = AutoModelForSequenceClassification.from_pretrained("aomar85/finetuned-arabert-mixed-datasets") - Notebooks
- Google Colab
- Kaggle
Epoch Training Loss Validation Loss Accuracy Precision Recall F1 1 0.150100 0.098230 0.972741 0.978798 0.979457 0.979127 2 0.125900 0.103610 0.975224 0.977786 0.984409 0.981086 3 0.109400 0.086539 0.976095 0.980826 0.982588 0.981706 4 0.094900 0.093822 0.974720 0.983112 0.978072 0.980586 5 0.079400 0.097539 0.976991 0.977669 0.987302 0.982462 6 0.065900 0.108633 0.975819 0.980830 0.982151 0.981490
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