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I built a transformer in C++17 from scratch — no PyTorch, no BLAS, no dependencies. Trains on CPU. 0.83M params, full analytical backprop, 76 min to val loss 1.64.

For the past few months I've been working on Quadtrix.cpp — a complete GPT-style language model implemented in C++17. No PyTorch. No LibTorch. No BLAS. No auto-differentiation library of any kind. The only dependency is

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