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---
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`](https://huggingface.co/echarlaix/distilgpt2-openvino) and was exported to the OpenVINO format using [optimum-intel](https://github.com/huggingface/optimum-intel) via the [nncf-quantization](https://huggingface.co/spaces/echarlaix/nncf-quantization) space.
First make sure you have optimum-intel installed:
```bash
pip install optimum[openvino]
```
To load your model you can do as follows:
```python
from optimum.intel import OVModelForCausalLM
model_id = "echarlaix/distilgpt2-openvino-int4"
model = OVModelForCausalLM.from_pretrained(model_id)
```
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