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Adapter ghadeermobasher/BC5CDR-Chemical-Disease-balanced-SapBERT-UMLS-2020AB-all-lang-from-XLMR for ghadeermobasher/BC5CDR-Chemical-Disease-balanced-SapBERT-UMLS-2020AB-all-lang-from-XLMR

An adapter for the ghadeermobasher/BC5CDR-Chemical-Disease-balanced-SapBERT-UMLS-2020AB-all-lang-from-XLMR model that was trained on the other dataset.

This adapter was created for usage with the adapter-transformers library.

Usage

First, install adapter-transformers:

pip install -U adapter-transformers

Note: adapter-transformers is a fork of transformers that acts as a drop-in replacement with adapter support. More

Now, the adapter can be loaded and activated like this:

from transformers import AutoModelWithHeads

model = AutoModelWithHeads.from_pretrained("ghadeermobasher/BC5CDR-Chemical-Disease-balanced-SapBERT-UMLS-2020AB-all-lang-from-XLMR")
adapter_name = model.load_adapter("ghadeermobasher/BC5CDR-Chemical-Disease-balanced-SapBERT-UMLS-2020AB-all-lang-from-XLMR", source="hf", set_active=True)

Architecture & Training

Evaluation results

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Dataset used to train ghadeermobasher/BC5CDR-Chemical-Disease-balanced-SapBERT-UMLS-2020AB-all-lang-from-XLMR