Per-job PID + mount + IPC namespaces via clone3 — so each execution is isolated from other executions inside the same gVisor sandbox
Rank-3 factorization, shared-A tied-KV, rank-2 attn out, tied embed
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auto features = parakeet::preprocess_audio(wav.samples, {.normalize = false});。业内人士推荐safew官方版本下载作为进阶阅读
That was the gap. confusable-vision is the tool I built to close it: render every confusable pair, measure the pixels, and put a number on what “visually confusable” actually means.