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#cpu-friendly

I built a tiny (332MB) CPU-friendly model for document sorting that actually knows when to say "none fits" (BeeNara)

Reddit r/LocalLLaMA ↗ · 2026-09-26

BeeNara is a 332MB ONNX cross-encoder model for document sorting that uses split-conformal prediction to provide calibrated 'none fits' responses for uncertain classifications.

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#cpu-friendly

Local, CPU-Friendly, High-Quality TTS (Text-to-Speech) with Kokoro

Hacker News Top ↗ · 2026-07-07 Cached

This article introduces Kokoro, a lightweight 82M-parameter text-to-speech model that runs locally on CPU, providing high-quality speech synthesis across multiple languages while preserving privacy. It explains how to set up Kokoro via a Docker container with an OpenAI-compatible API for easy integration.

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#cpu-friendly

OpenMOSS-Team/MOSS-TTS-Nano-100M

Hugging Face Models Trending ↗ · 2026-04-02 Cached

MOSS-TTS-Nano is an open-source multilingual speech generation model with only 0.1B parameters, designed for real-time TTS that runs directly on CPU without GPU. Released by OpenMOSS team and MOSI.AI, it enables simple local deployment for web serving and product integration.

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