Update README.md

README.md

@@ -21,6 +21,14 @@ Designed for **low-latency inference** on **NVIDIA RTX GPUs**, leveraging:
 
 FlashHead matches the gemma-3-1b-it baseline within rounding error on common benchmarks (MMLU-Pro, HellaSwag, GSM8K, etc.) and, combined with quantization, delivers SOTA on-device latency.
 
+### Quickstart
+
+Launch a chat window with commands for /reset and /exit with
+
+```shell
+pip install embedl-models
+python3 -m embedl.models.vllm.demo --model embedl/gemma-3-1b-it-FlashHead
+```
 ---
 
 ## Model Details