Running Frontier MoE Models on Consumer Hardware via vLLM-Moet

Deploy frontier MoE models like GLM-5.2 (753B) on consumer Blackwell GPUs using 2-bit experts and FP4 recovery with the vLLM-Moet patch.

Deploy frontier MoE models like GLM-5.2 (753B) on consumer Blackwell GPUs using 2-bit experts and FP4 recovery with the vLLM-Moet patch.

A week-long experiment with 100+ agents optimizing Gemma 4 revealed surprising social emergence, self-policing, and a 5x speed improvement in vLLM.