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- This model repository presents "TinySapBERT", a tiny-sized SapBERT model trained using [official SapBERT code and instructions (Liu et al., NAACL 2021)](https://github.com/cambridgeltl/sapbert).
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  We used our [TinyPubMedBERT](https://huggingface.co/dmis-lab/TinyPubMedBERT-v1.0), a tiny-sized LM, as an initial starting point to train using the SapBERT scheme.
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  <br>
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  cf) TinyPubMedBERT is a distillated [PubMedBERT (Gu et al., 2021)](https://huggingface.co/microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract), open-sourced along with the release of the KAZU (Korea University and AstraZeneca) framework.
 
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+ This model repository presents "TinySapBERT", tiny-sized biomedical entity representations (language model) trained using [official SapBERT code and instructions (Liu et al., NAACL 2021)](https://github.com/cambridgeltl/sapbert).
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  We used our [TinyPubMedBERT](https://huggingface.co/dmis-lab/TinyPubMedBERT-v1.0), a tiny-sized LM, as an initial starting point to train using the SapBERT scheme.
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  <br>
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  cf) TinyPubMedBERT is a distillated [PubMedBERT (Gu et al., 2021)](https://huggingface.co/microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract), open-sourced along with the release of the KAZU (Korea University and AstraZeneca) framework.