How to use keras-io/transformers-qa 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="keras-io/transformers-qa")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForQuestionAnswering tokenizer = AutoTokenizer.from_pretrained("keras-io/transformers-qa") model = AutoModelForQuestionAnswering.from_pretrained("keras-io/transformers-qa", device_map="auto")
https://huggingface.co/keras-io/transformers-qa/resolve/refs%2Fpr%2F3/tokenizer.json
hf download hf://keras-io/transformers-qa@refs/pr/3/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/keras-io/transformers-qa/resolve/refs%2Fpr%2F3/tokenizer.json
