🚨 THIS GUY JUST REPLACED HIS $200/MO CLAUDE MAX SUB WITH A MINI PC ON HIS DESK!! Gemma 4 12B running locally via llama.cpp with Multi Token Prediction on a GMKTEC EVO-X2, no cloud, no API keys, no rate limits Ypu gotta download the Q4_K_M quantized model, fire up llama.cpp, and let it rip It sounds like a toy until you see the output: The model wrote a full technical breakdown of Starship's engineering, propulsion, Raptor engines, Methalox fuel, reusability mechanisms, grid fins, Mechazilla catch, all structured with sections, bullet points, and a clarity self-check at the end Generation speed: ~18 t/s prompt processing at 60 t/s. GPU memory pegged at 96%. The whole thing running on a box smaller than a shoebox Most devs are still burning $200/month hitting usage caps on cloud AI while this dude runs unlimited local inference 24/7 for the cost of hardware he already owns Bookmark this! More alpha soon. The $200/month subscription era just got a reality check