metadata
license: mit
language:
- zh
- ami
metrics:
- bleu
base_model:
- facebook/nllb-200-3.3B
pipeline_tag: translation
library_name: transformers
tags:
- linguistics
amis-zh-3.3BM
This model is a fine tuned version of the facebook/nllb-200-3.3B parameter undistilled model for the Amis language.
The model was fit with a custom tokenizer and language tag for Amis and additional Traditional Chinese tokens.
The model was trained on roughly ~90k sentence pairs for 55k Epochs until validation loss plateaued
Evaluation
The mode was evaluated on 1,500 test sentence pairs bidirectionally
BLEU
- Amis -> Chinese: 27.65 33.1/30.0/26.0/22.6
- Chinese -> Amis: 16.83 38.2/18.6/12.1/9.3