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roberta_chinese_base
clue/roberta_chinese_base
roberta_chinese_base is a machine learning model from clue. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
Language model: roberta-base Model size: 392M Language: Chinese Training data: CLUECorpusSmall Eval data: CLUE dataset
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At a glance
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- May 20, 2021
- SHA
- 9328ef0a
Model card
From the Hugging Face model README
roberta_chinese_base
Overview
Language model: roberta-base Model size: 392M Language: Chinese Training data: CLUECorpusSmall Eval data: CLUE dataset
Results
For results on downstream tasks like text classification, please refer to this repository.
Usage
NOTE: You have to call BertTokenizer instead of RobertaTokenizer !!!
import torch
from transformers import BertTokenizer, BertModel
tokenizer = BertTokenizer.from_pretrained("clue/roberta_chinese_base")
roberta = BertModel.from_pretrained("clue/roberta_chinese_base")
About CLUE benchmark
Organization of Language Understanding Evaluation benchmark for Chinese: tasks & datasets, baselines, pre-trained Chinese models, corpus and leaderboard.
Github: https://github.com/CLUEbenchmark Website: https://www.cluebenchmarks.com/
- Library
- transformers
- Type
- roberta
- Languages
- zh
- Created
- Mar 2, 2022
- Updated
- May 20, 2021