How to use HrantDinkFoundation/arabic-hs-4class-prediction with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="HrantDinkFoundation/arabic-hs-4class-prediction")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("HrantDinkFoundation/arabic-hs-4class-prediction") model = AutoModelForSequenceClassification.from_pretrained("HrantDinkFoundation/arabic-hs-4class-prediction", device_map="auto")
https://huggingface.co/HrantDinkFoundation/arabic-hs-4class-prediction/resolve/main/tokenizer.json
hf download hf://HrantDinkFoundation/arabic-hs-4class-prediction/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/HrantDinkFoundation/arabic-hs-4class-prediction/resolve/main/tokenizer.json
