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