KoBEiT3

--- license: mit language: - ko pipeline_tag: visual-question-answering tags: - beit3 --- # BEiT3 based Korean VQA Model # (https://github.com/SeanJeonghwanLee/KoBEiT3) ## Basic information ## ### Model ### - Base Model : beit3_large_indomain_patch16_224 (https://github.com/microsoft/unilm/tree/master/beit3) - best epoch : 8 - learning rate : 2e-5 - fixed seed : 42 - Tokenizer - korean sentencepiece tokenizer trained on korean wikipedia ### Dataset ### - KoBEiT3 - aihub 시각정보 기반 질의응답 (https://aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&aihubDataSe=realm&dataSetSn=104) * Only Korean can access to the dataset - Tokenizer - kowiki-latest-pages-articles.xml.bz2 (https://dumps.wikimedia.org/kowiki/latest/)