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xlm-roberta-large-qa-multilingual-finedtuned-ru
AlexKay/xlm-roberta-large-qa-multilingual-finedtuned-ru
xlm-roberta-large-qa-multilingual-finedtuned-ru is a question answering model from AlexKay. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as apache-2.0.
Pretrained model using a masked language modeling (MLM) objective. Fine tuned on English and Russian QA datasets
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- apache-2.0
- Model type
- xlm-roberta
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jul 19, 2022
- SHA
- 6cc14366
Try a prompt
Model card
From the Hugging Face model README
XLM-RoBERTa large model whole word masking finetuned on SQuAD
Pretrained model using a masked language modeling (MLM) objective. Fine tuned on English and Russian QA datasets
Used QA Datasets
SQuAD + SberQuAD
SberQuAD original paper is here! Recommend to read!
Evaluation results
The results obtained are the following (SberQUaD):
f1 = 84.3
exact_match = 65.3
- Task
- Question Answering
- Library
- transformers
- Type
- xlm-roberta
- License
- apache-2.0
- Languages
- en, ru, multilingual
- Created
- Mar 2, 2022
- Updated
- Jul 19, 2022