Abstract: Intravenous (IV) therapy is one of the most frequently administered medical treatments, yet monitoring IV bags rely heavily on manual observation, making it ...
A production-minded FastAPI sidecar for serving Gemma 4 31B on vLLM with Gemma 4 Multi-Token Prediction (MTP) speculative decoding. It keeps the raw vllm serve process private and adds ...
Single-dongle workaround: Set AIRBAND_RTL_DEV=0 — but you must stop and restart the server to switch between DMR and airband. They conflict at the hardware level. udev rules are essential on ...
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