| 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) | |
| ``` | |