Nativ runs open frontier models locally on Apple Silicon

Sources: Nativ site, HN discussion
Summary: Nativ is an open-source (MIT) desktop app that runs open models on Apple Silicon Macs with no cloud dependency, built on MLX-VLM and tuned for M-series unified memory and Metal. It exposes per-message metrics for tokens per second, memory pressure, thermal state, and time to first token, and ships with models spanning language, vision, video, code, and audio (Gemma 4 E2B, Cohere North Mini Code, Liquid LFM2.5-VL). The author is the MLX-VLM maintainer.
Why it matters: A metrics-forward local runner lowers the bar for on-device inference and benchmarking on consumer Apple hardware.