Run frontier MoE models with NO GPU.\n\n96 GB DDR4 ECC RAM\n12 vCPU Cores\n1 TB NVMe RAID\nUnlimited inference (batch/async)\nllama.cpp + Unsloth GGUF preinstalled\nOpenAI-compatible endpoint\nRun Qwen3.8-Flash-Next (180B) at Q1\nLatest technology. No costly GPU.
Run frontier MoE models with NO GPU.\n\n128 GB DDR4 ECC RAM\n16 vCPU Cores\n2 TB NVMe RAID\nUnlimited inference (batch/async)\nllama.cpp + Unsloth GGUF preinstalled\nOpenAI-compatible endpoint\nRun Qwen3.8-Flash-Next (180B) at Q4\nLatest technology. No costly GPU.
Run frontier MoE models with NO GPU.\n\n192 GB DDR4 ECC RAM\n24 vCPU Cores\n4 TB NVMe RAID\nUnlimited inference (batch/async)\nllama.cpp + Unsloth GGUF preinstalled\nOpenAI-compatible endpoint\nRun Qwen3.8-Flash-Next (180B) at Q5/Q6\nLatest technology. No costly GPU.
Run frontier MoE models with NO GPU.\n\n256 GB DDR4 ECC RAM\n32 vCPU Cores\n4 TB NVMe RAID\nUnlimited inference (batch/async)\nllama.cpp + Unsloth GGUF preinstalled\nOpenAI-compatible endpoint\nRun Qwen3.8-Flash-Next (180B) at Q6/Q8, multi-context\nLatest technology. No costly GPU.