metadata
tags:
- adapter-transformers
- adapterhub:pico_ner
- bert
datasets:
- reginaboateng/cleaned_ebmnlp_pico
Adapter reginaboateng/pfeiffer_Scibert_bert_adapter_ner_pico_for_classification_task for allenai/scibert_scivocab_uncased
An adapter for the allenai/scibert_scivocab_uncased model that was trained on the pico_ner 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 AutoAdapterModel
model = AutoAdapterModel.from_pretrained("allenai/scibert_scivocab_uncased")
adapter_name = model.load_adapter("reginaboateng/pfeiffer_Scibert_bert_adapter_ner_pico_for_classification_task", source="hf", set_active=True)