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Hugging Face’s free Windows 11 app installs and manages llama.cpp, downloads recommended models and exposes a local OpenAI-compatible API. Prompts can stay on-device, but gated downloads, external tools and app telemetry still need separate review.

Llama Windowsllama.cpplocal AI
Hugging Face made large-model tensor previews 4x to 20x faster by removing shard round trips

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The Hub’s tensor viewer now fetches headers for every shard in one request. Hugging Face’s three examples fall from 1.2–9.2 seconds to 0.27–0.57 seconds, improving inspection without changing model weights or inference speed.

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