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Isolate OpenClaw with kernel-level policies and route inference to a local model Inspect DGX Station software and route version-aware, CLI-backed workflows Cut memory ~3.5× vs FP16 while keeping accuracy close to FP8, then validate with an OpenAI-compatible endpointPlaybooksIntermediate60 MINQuantize Models to NVFP4 with NVIDIA Model Optimizer
Build a local AI assistant in an OpenShell sandbox with vLLM inference and optional Telegram High-throughput serving for 30+ models, with continuous batching and an OpenAI-compatible APIPlaybooksIntermediate30 MINServe LLMs with vLLM
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