| base_model: BAAI/bge-base-zh-v1.5 | |
| language: | |
| - zh | |
| license: mit | |
| tags: | |
| - sentence-transformers | |
| - feature-extraction | |
| - sentence-similarity | |
| - transformers | |
| - openvino | |
| - nncf | |
| - 8-bit | |
| This model is a quantized version of [`BAAI/bge-base-zh-v1.5`](https://huggingface.co/BAAI/bge-base-zh-v1.5) 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 OVModelForFeatureExtraction | |
| model_id = "turingevo/bge-base-zh-v1.5-openvino-8bit" | |
| model = OVModelForFeatureExtraction.from_pretrained(model_id) | |
| ``` | |