The Llama 3.1 405 billion parameter model requires 228GB of download storage and approximately 200GB of RAM to load, but produces only one token every several seconds on a $50,000 Dell workstation with 512GB RAM and dual overclocked Thread Ripper 96-core CPU with RTX 6000 Ada GPU, taking approximately 30 minutes to generate a simple response.