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Pure Rust ternary inference engine based on BitNet b1.58-2B-4T. No Python, no CUDA, no external ML frameworks. Single executable + model weights = portable AI that runs on any machine.

Zero-multiplication inference — ternary weights {-1, 0, +1} mean the inner GEMV loop uses only addition and subtraction, no floating-point multiply. Smart system awareness — detects RAM and CPU at startup and adjusts generation limits automatically.


QoraNet is building the world's fastest privacy-first Layer-1 blockchain with native AI infrastructure. Our AI models are built entirely in Rust using the Burn framework — no Python, no cloud, no paid dependencies.

We believe AI should be private, fast, free, and truly yours.

Website: qoranet.com GitHub: github.com/qora-protocol Hugging Face: huggingface.co/qoranet Twitter: @Qora_Net


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