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Qwen2.5-Math-1.5B (GGUF Q4_K_M) writes step-by-step solutions with LaTeX boxed answers, grounded by RAG over GSM8K, Hendrycks MATH, Rosen Discrete Math and OpenStax via nomic-embed-text and chromem-go. CPU-only llama.cpp with a Go HTTP API, Bubble Tea TUI and Wails desktop.