metadata
base_model: lukeyourheart/distilgpt2-openvino
datasets:
- openwebtext
language: en
license: apache-2.0
pipeline_tag: text-generation
tags:
- exbert
- openvino
- openvino-export
- nncf
- 8-bit
co2_eq_emissions: 149200
model-index:
- name: distilgpt2
results:
- task:
type: text-generation
name: Text Generation
dataset:
name: WikiText-103
type: wikitext
metrics:
- type: perplexity
value: 21.1
name: Perplexity
This model is a quantized version of lukeyourheart/distilgpt2-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 OVModelForCausalLM
model_id = "lukeyourheart/distilgpt2-openvino-8bit"
model = OVModelForCausalLM.from_pretrained(model_id)