| 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 | |
| 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 was exported to the OpenVINO format using [optimum-intel](https://github.com/huggingface/optimum-intel) via the [nncf-quantization](https://huggingface.co/spaces/echarlaix/nncf-quantization) space. | |
| 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 = "NikolayL/TinyLlama-1.1B-Chat-v1.0-openvino-int4" | |
| model = OVModelForCausalLM.from_pretrained(model_id) | |
| ``` | |