metadata
base_model: echarlaix/distilgpt2-openvino
datasets:
- openwebtext
language: en
license: apache-2.0
tags:
- exbert
- openvino
- openvino
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 echarlaix/distilgpt2-openvino and was exported to the OpenVINO format using optimum-intel via the nncf-quantization space.
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 = "echarlaix/distilgpt2-openvino-int4"
model = OVModelForCausalLM.from_pretrained(model_id)