This model is a quantized version of echarlaix/distilbert-base-uncased-distilled-squad-openvino and is converted to the OpenVINO format. This model was obtained via the nncf-quantization space with optimum-intel.
First make sure you have optimum-intel installed:
pip install optimum[openvino]
To load your model you can do as follows:
from optimum.intel import OVModelForQuestionAnswering
model_id = "echarlaix/distilbert-base-uncased-distilled-squad-openvino-8bit"
model = OVModelForQuestionAnswering.from_pretrained(model_id)