How to use Helsinki-NLP/opus-mt-cs-de 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="Helsinki-NLP/opus-mt-cs-de")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-cs-de") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-cs-de", device_map="auto")
https://huggingface.co/Helsinki-NLP/opus-mt-cs-de/resolve/main/source.spm
hf download hf://Helsinki-NLP/opus-mt-cs-de/source.spm
curl -L -o source.spm https://huggingface.co/Helsinki-NLP/opus-mt-cs-de/resolve/main/source.spm
