| # Linformer: Self-Attention with Linear Complexity (Wang et al., 2020) |
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|
| This example contains code to train Linformer models as described in our paper |
| [Linformer: Self-Attention with Linear Complexity](https://arxiv.org/abs/2006.04768). |
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| ## Training a new Linformer RoBERTa model |
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| You can mostly follow the [RoBERTa pretraining README](/examples/roberta/README.pretraining.md), |
| updating your training command with `--user-dir examples/linformer/linformer_src --arch linformer_roberta_base`. |
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|
| ## Citation |
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|
| If you use our work, please cite: |
|
|
| ```bibtex |
| @article{wang2020linformer, |
| title={Linformer: Self-Attention with Linear Complexity}, |
| author={Wang, Sinong and Li, Belinda and Khabsa, Madian and Fang, Han and Ma, Hao}, |
| journal={arXiv preprint arXiv:2006.04768}, |
| year={2020} |
| } |
| ``` |
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|
