How to use mlxen/electra-smallcase-squad 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="mlxen/electra-smallcase-squad")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForQuestionAnswering tokenizer = AutoTokenizer.from_pretrained("mlxen/electra-smallcase-squad") model = AutoModelForQuestionAnswering.from_pretrained("mlxen/electra-smallcase-squad", device_map="auto")
https://huggingface.co/mlxen/electra-smallcase-squad/resolve/refs%2Fpr%2F1/tokenizer.json
hf download hf://mlxen/electra-smallcase-squad@refs/pr/1/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/mlxen/electra-smallcase-squad/resolve/refs%2Fpr%2F1/tokenizer.json
