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README.md
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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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inference: false
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---
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# Randeng-770M model (Chinese),one model of [Fengshenbang-LM](https://github.com/IDEA-CCNL/Fengshenbang-LM).
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The 770 million parameter Randeng-770M large model, using 280G Chinese data, 16 A100 training for 14 days,which is a standard transformer structure.
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## Usage
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There is no structure of Randeng-770M in [Transformers](https://github.com/huggingface/transformers), you can run follow code to get structure of Randeng-770M 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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## Usage
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```python
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from model.megatron_t5.modeling_megatron_t5 import T5EncoderModel
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from model.megatron_t5.configuration_magetron_t5 import T5Config
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from model.megatron_t5.tokenization_megatron_t5 import T5Tokenizer
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tokenizer = T5Tokenizer.from_pretrained('IDEA-CCNL/Randeng-770M')
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config = T5Config.from_pretrained('IDEA-CCNL/Randeng-770M')
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model = T5EncoderModel.from_pretrained('IDEA-CCNL/Randeng-770M')
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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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```
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