How to use Waqf-AI/arabic-berthash-v2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="Waqf-AI/arabic-berthash-v2", trust_remote_code=True)
# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForMaskedLM model = AutoModelForMaskedLM.from_pretrained("Waqf-AI/arabic-berthash-v2", trust_remote_code=True, device_map="auto")
https://huggingface.co/Waqf-AI/arabic-berthash-v2/resolve/main/assets/model-architecture.svg
hf download hf://Waqf-AI/arabic-berthash-v2/assets/model-architecture.svg
curl -L -o model-architecture.svg https://huggingface.co/Waqf-AI/arabic-berthash-v2/resolve/main/assets/model-architecture.svg
