Hugging Face engineer Matthew Carrigan recently revealed on X a method to locally run DeepSeek's advanced R1 model with 8-bit quantization, eliminating the need for expensive GPUs, for a reported cost of $6,000. The key? Having a lot of memory as opposed to vast computing power reserves.