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README.md

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+---
+base_model: yujiepan/mixtral-8xtiny-random
+library_name: transformers
+pipeline_tag: text-generation
+tags:
+- openvino
+- nncf
+- 8-bit
+inference: true
+widget:
+- text: Hello!
+  example_title: Hello world
+  group: Python
+---
+
+This model is a quantized version of [`yujiepan/mixtral-8xtiny-random`](https://huggingface.co/yujiepan/mixtral-8xtiny-random) 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 = "yujiepan/mixtral-8xtiny-random-openvino-8bit"
+model = OVModelForCausalLM.from_pretrained(model_id)
+```