--- language_details: "mri_Latn, spa_Latn" pipeline_tag: translation tags: - mt5 license: "apache-2.0" inference: false --- # Description Finetuned [google/mt5-large](https://huggingface.co/google/mt5-large) model to translate between Spanish ("spa_Latn") and Rapanui ("mri_Latn"). # Example ```python from transformers import T5TokenizerFast, AutoModelForSeq2SeqLM tokenizer = T5TokenizerFast.from_pretrained("CenIA/mt5-large-spa-rap") model = AutoModelForSeq2SeqLM.from_pretrained("CenIA/mt5-large-spa-rap") def translate(sentence: str, translate_from="spa_Latn", translate_to="mri_Latn") -> str: inputs = tokenizer(translate_from + sentence, return_tensors="pt") result = model.generate(**inputs, forced_bos_token_id=tokenizer.convert_tokens_to_ids(translate_to)) decoded = tokenizer.batch_decode(result, skip_special_tokens=True)[0] return decoded traduction = translate("Hola, ¿cómo estás?") print(traduction) ```