M87 Labs compresses Nvidia's Parakeet speech model to 178MB

Parakeet Redux runs at a claimed 113x realtime on eight CPU cores, with sharper multilingual scores and a measurable penalty in noisy audio.

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Why it matters

Parakeet Redux puts capable multilingual transcription inside a 178MB package, making local voice features more practical on CPUs and laptops while exposing the accuracy cost of extreme compression.

A professional studio microphone stands next to a compact, glowing mini-PC on a minimalist desk.

Vik Korrapati (@vikhyatk), co-founder of M87 Labs, released Parakeet Redux on September 21st, 2026, compressing Nvidia's 600-million-parameter speech recognition model from 1.2GB to 178MB by reducing its encoder weights to three possible values.…

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