Blog

Guides and deep-dives on TPT Solutions open source projects — what they do, how to use them, and how to contribute.

Open Source6 min read

tpt-spark: Running LLMs Locally Without the Overhead

tpt-spark runs GGUF language models on your desktop without a daemon, without HTTP round-trips, and without Python. Built in Rust and Tauri, it is a single binary with zero-copy model loading and real-time token streaming — fully offline by design.

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