This model is a quantized version of Qwen/Qwen2.5-0.5B-Instruct 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:

python

from optimum.intel import OVModelForCausalLM

model_id = "windchant/Qwen2.5-0.5B-Instruct-openvino-4bit"
model = OVModelForCausalLM.from_pretrained(model_id)