Update README.md

README.md

@@ -12,7 +12,18 @@ license: mit
 This repository hosts the optimized versions of [DeepSeek-R1-Distill-Qwen-1.5B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B/) and [DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B/) to accelerate inference with ONNX Runtime.
 Optimized models are published here in [ONNX](https://onnx.ai) format to run with [ONNX Runtime](https://onnxruntime.ai/) on CPU and GPU across devices, including server platforms, Windows, Linux and Mac desktops, and mobile CPUs, with the precision best suited to each of these targets.
 
-To easily get started with the model, you can use our newly introduced ONNX Runtime Generate() API. See [here](https://aka.ms/generate-tutorial) for instructions on how to run it.
+To easily get started with the model, you can use our newly introduced ONNX Runtime Generate() API. 
+
+```bash
+# Download the model directly using the huggingface cli
+huggingface-cli download onnxruntime/DeepSeek-R1-Distill-ONNX --include 'deepseek-r1-distill-qwen-1.5B/*' --local-dir .
+```
+
+```bash
+# CPU Chat inference. If you pulled the model from huggingface, adjust the model directory (-m) accordingly 
+curl -o https://raw.githubusercontent.com/microsoft/onnxruntime-genai/refs/heads/main/examples/python/model-chat.py
+python model-chat.py -m deepseek-r1-distill-qwen-1.5B/model -e cpu --chat_template "<|begin▁of▁sentence|><|User|>{input}<|Assistant|>"
+```
 
 ## ONNX Models 
 Here are some of the optimized configurations we have added: