How to use bioformers/bioformer-16L-squad2 with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "question-answering" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # pip install "transformers<5.0.0" from transformers import pipeline pipe = pipeline("question-answering", model="bioformers/bioformer-16L-squad2")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForQuestionAnswering tokenizer = AutoTokenizer.from_pretrained("bioformers/bioformer-16L-squad2") model = AutoModelForQuestionAnswering.from_pretrained("bioformers/bioformer-16L-squad2", device_map="auto")
Bioformer-16L fine-tuned on the SQuADv2 dataset for 2 epochs.
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