madlad400-finetuned-spa-ncj

This model is a fine-tuned version of jbochi/madlad400-3b-mt for translation from Spanish to Northern Puebla Nahuatl.

Model details

• Developed by: SIL Global
• Finetuned from model: jbochi/madlad400-3b-mt
• Model type: Translation
• Source language: Spanish (spa)
• Target language: Northern Puebla Nahuatl (ncj)
• License: closed/private

Datasets

The model was trained on a parallel corpus of plain text files:

Spanish:

• Santa Biblia libre para el mundo
• License: Public Domain

Northern Puebla Nahuatl:

• Northern Puebla Nahuatl New Testament
• License: © 1979, Wycliffe Bible Translators, Inc. All rights reserved. Used with permission.

Usage

You can use this model with the transformers library like this:

from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

tokenizer = AutoTokenizer.from_pretrained("sil-ai/madlad400-finetuned-spa-ncj")
model = AutoModelForSeq2SeqLM.from_pretrained("sil-ai/madlad400-finetuned-spa-ncj")

inputs = tokenizer("Your input text here", return_tensors="pt")
outputs = model.generate(**inputs)
print(tokenizer.decode(outputs[0]))