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---
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language:
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- zh
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license: apache-2.0
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widget:
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- text: "生活的真谛是[MASK]。"
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---
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# longformer model (Chinese)，one model of [Fengshenbang-LM](https://github.com/IDEA-CCNL/Fengshenbang-LM).
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We modify the original position code of longformer to rotational position coding，and on the basis of [chinese_roformer_L-12_H-768_A-12.zip](https://github.com/ZhuiyiTechnology/roformer), use 180G of data to continue training
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## Usage
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There is no structure of Longformer-base in [Transformers](https://github.com/huggingface/transformers), you can run follow code to get structure of longformer from [Fengshenbang-LM](https://github.com/IDEA-CCNL/Fengshenbang-LM)
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```shell
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git clone https://github.com/IDEA-CCNL/Fengshenbang-LM.git
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```
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### Load Model
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```python
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from fengshen import LongformerModel
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from fengshen import LongformerConfig
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from transformers import BertTokenizer
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tokenizer = BertTokenizer.from_pretrained("IDEA-CCNL/longformer_base")
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config = LongformerConfig.from_pretrained("IDEA-CCNL/longformer_base")
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model = LongformerModel.from_pretrained("IDEA-CCNL/longformer_base")
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```
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## Citation
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If you find the resource is useful, please cite the following website in your paper.
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```
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@misc{Fengshenbang-LM,
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title={Fengshenbang-LM},
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author={IDEA-CCNL},
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year={2021},
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howpublished={\url{https://github.com/IDEA-CCNL/Fengshenbang-LM}},
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}
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``` |
