Qwen3Guard-Stream-0.6B: real-time safety moderation for local AI
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MagpieTTS 357M: 12-language speech synthesis that runs on a laptop
NVIDIA's MagpieTTS Multilingual 357M: 12 languages, Italian included, in a 332 MB file that runs locally on a laptop without a GPU. Requirements, a three-command setup, and the honest limits.
Costs: local vs API, done with real numbers
How much does local really cost compared to a cloud API? Verified per-token prices, GPU amortization, electricity and the break-even point, calculated with real numbers.
Privacy: what actually goes over the network when AI is local
Your data doesn't leave the machine — almost. Here's what actually goes out over the network with Ollama and LM Studio, and how to verify it in half an hour with tcpdump, Wireshark and mitmproxy.
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