How to use salti/xlm-roberta-large-arabic_qa with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "question-answering" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # pip install "transformers<5.0.0" from transformers import pipeline pipe = pipeline("question-answering", model="salti/xlm-roberta-large-arabic_qa")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForQuestionAnswering tokenizer = AutoTokenizer.from_pretrained("salti/xlm-roberta-large-arabic_qa") model = AutoModelForQuestionAnswering.from_pretrained("salti/xlm-roberta-large-arabic_qa", device_map="auto")
https://huggingface.co/salti/xlm-roberta-large-arabic_qa/resolve/main/sentencepiece.bpe.model
hf download hf://salti/xlm-roberta-large-arabic_qa/sentencepiece.bpe.model
curl -L -o sentencepiece.bpe.model https://huggingface.co/salti/xlm-roberta-large-arabic_qa/resolve/main/sentencepiece.bpe.model
