metadata
base_model: microsoft/resnet-50
datasets:
- imagenet-1k
license: apache-2.0
tags:
- vision
- image-classification
- openvino
- nncf
- 8-bit
This model is a quantized version of microsoft/resnet-50 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 OVModelForImageClassification
model_id = "yzu1114621/resnet-50-openvino-8bit"
model = OVModelForImageClassification.from_pretrained(model_id)