A second pass at local AI on a Minisforum AI X1 Pro-370. Speculative drafting, thinking effort and temperature, measured against a suite of one-shot STEM tasks.

An informal benchmark of local AI models on a Minisforum AI X1 Pro-370 with llama.cpp.

Generate Aztec Code 2D barcodes in Python with pyStrich. Strong rotation tolerance, sizes from compact to full-range. PNG, SVG, EPS, DXF.