---
base_model: echarlaix/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 [`echarlaix/distilgpt2-openvino`](https://huggingface.co/echarlaix/distilgpt2-openvino) and is converted to the OpenVINO format. This model was obtained via the [nncf-quantization](https://huggingface.co/spaces/echarlaix/nncf-quantization) space with [optimum-intel](https://github.com/huggingface/optimum-intel).

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-8bit"
model = OVModelForCausalLM.from_pretrained(model_id)
```