Check your hardware: GPU VRAM, system RAM, and disk space
Install a compatible OS and drivers
Install Python 3.10+ and Git
Install a local model runner such as Ollama, LM Studio, vLLM, or llama.cpp
Choose a DeepSeek R1 variant that fits your hardware
Download the model from a trusted source
If required, convert the model to the format used by your runner
Start the local inference server or app
Load the model into the runner
Set context length, temperature, and other generation parameters
Test with a simple prompt
Use quantized versions if VRAM is limited
Close other GPU-heavy applications
Enable CPU offload if supported
Monitor memory usage during inference
Update the runner and drivers if you encounter errors