# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("alvaroalon2/biobert_diseases_ner")
model = AutoModelForTokenClassification.from_pretrained("alvaroalon2/biobert_diseases_ner", device_map="auto")Quick Links
BioBERT model fine-tuned in NER task with BC5CDR-diseases and NCBI-diseases corpus
This was fine-tuned in order to use it in a BioNER/BioNEN system which is available at: https://github.com/librairy/bio-ner
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# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="alvaroalon2/biobert_diseases_ner")