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CovidBERT-MedNLI
This is the model CovidBERT trained by DeepSet on AllenAI's CORD19 Dataset of scientific articles about coronaviruses.
The model uses the original BERT wordpiece vocabulary and was subsequently fine-tuned on the SNLI and the MultiNLI datasets using the sentence-transformers library to produce universal sentence embeddings [1] using the average pooling strategy and a softmax loss.
It is further fine-tuned on both MedNLI datasets available at Physionet.
Parameter details for the original training on CORD-19 are available on DeepSet's MLFlow
Base model: deepset/covid_bert_base from HuggingFace's AutoModel.
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