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README.md

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+---
+base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
+datasets:
+- cerebras/SlimPajama-627B
+- bigcode/starcoderdata
+- HuggingFaceH4/ultrachat_200k
+- HuggingFaceH4/ultrafeedback_binarized
+language:
+- en
+license: apache-2.0
+tags:
+- openvino
+- nncf
+- 8-bit
+widget:
+- example_title: Fibonacci (Python)
+  messages:
+  - role: system
+    content: You are a chatbot who can help code!
+  - role: user
+    content: Write me a function to calculate the first 10 digits of the fibonacci
+      sequence in Python and print it out to the CLI.
+---
+
+This model is a quantized version of [`TinyLlama/TinyLlama-1.1B-Chat-v1.0`](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0) 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 = "dpastushenkov/TinyLlama-1.1B-Chat-v1.0-openvino-8bit"
+model = OVModelForCausalLM.from_pretrained(model_id)
+```