How to use marefa-nlp/marefa-mt-en-ar with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "translation" 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("translation", model="marefa-nlp/marefa-mt-en-ar")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("marefa-nlp/marefa-mt-en-ar") model = AutoModelForSeq2SeqLM.from_pretrained("marefa-nlp/marefa-mt-en-ar", device_map="auto")
https://huggingface.co/marefa-nlp/marefa-mt-en-ar/resolve/main/source.spm
hf download hf://marefa-nlp/marefa-mt-en-ar/source.spm
curl -L -o source.spm https://huggingface.co/marefa-nlp/marefa-mt-en-ar/resolve/main/source.spm
