Update README.md

README.md

@@ -18,12 +18,14 @@ This repo contains model files for a [Llama 2 7B](https://huggingface.co/meta-ll
 
 Below we share some code snippets on how to get quickly started with running the model.
 
-### Fine-tuning examples
+### Sparse Fine-tuning examples
 
 Coming soon.
 
 ### Running the model
 
+This model has not been fine-tuned for instruction-following but may be run with the transformers library. For accelerated inference with sparsity, deploy with [nm-vllm](https://github.com/neuralmagic/nm-vllm) or [deepsparse](https://github.com/neuralmagic/deepsparse).
+
 ```python
 # pip install transformers accelerate
 from transformers import AutoTokenizer, AutoModelForCausalLM