Create DeepSeek-R1-Tutorial.md

examples/python/DeepSeek-R1Tutorial.md

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+## 1. Pre-Requisites Make venv and install ort genai
+
+```bash
+python -m venv .venv && source .venv/bin/activate
+pip install requests numpy --pre onnxruntime-genai
+```
+
+```bash
+python -m venv .venv && source .venv/bin/activate
+pip install requests numpy --pre onnxruntime-genai-cuda "olive-ai[gpu]"
+```
+
+## 2. Acquire model
+
+```bash
+huggingface-cli download onnxruntime/DeepSeek-R1-Distill-ONNX --include "deepseek-r1-distill-qwen-1.5B/*" --local-dir .
+```
+OR choose your model and convert to ONNX
+
+```bash
+olive auto-opt --model_name_or_path deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B --output_path ./deepseek-r1-distill-qwen-1.5B --device gpu --provider CUDAExecutionProvider --precision int4 --use_model_builder --log_level 1
+```
+
+## 3. Play with model
+
+```bash
+curl -s <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 -e gpu --chat_template "<|begin▁of▁sentence|><|User|>{input}<|Assistant|>"
+```
+
+```bash
+curl -s <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/cpu_and_mobile/cpu-int4-rtn-block-32-acc-level-4/ -e cpu
+```