metadata

language:
  - ain
tags:
  - ainu
  - masked-lm
license: cc-by-sa-4.0
pipeline_tag: fill-mask
mask_token: '[MASK]'

deberta-base-ainu

Model Description

This is a DeBERTa(V2) model pre-trained on Ainu texts written in カタカナ, Roman, and Кириллица. You can fine-tune deberta-base-ainu for downstream tasks, such as POS-tagging, dependency-parsing, and so on.

How to Use

from transformers import AutoTokenizer,AutoModelForMaskedLM
tokenizer=AutoTokenizer.from_pretrained("KoichiYasuoka/deberta-base-ainu")
model=AutoModelForMaskedLM.from_pretrained("KoichiYasuoka/deberta-base-ainu")

Reference

安岡孝一: ローマ字・カタカナ・キリル文字併用アイヌ語RoBERTa・DeBERTaモデルの開発, 情報処理学会研究報告, Vol.2023-CH-131『人文科学とコンピュータ』, No.7 (2023年2月18日), pp.1-7.