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from transformers import MarianMTModel, MarianTokenizer # Select model https://huggingface.co/Helsinki-NLP?sort_models=downloads#models model_name = "Helsinki-NLP/opus-mt-ru-en" # Loading tokenizer and model tokenizer = MarianTokenizer.from_pretrained(model_name) model = MarianMTModel.from_pretrained(model_name) # Prepare the text batch = tokenizer([text_input], return_tensors="pt", padding=True) # Translate translated = model.generate(**batch) # Decode result translated_text = tokenizer.decode(translated[0], skip_special_tokens=True) result = translated_text