AI article
My LoRA improved routing and made JSON less reliable
Community description: A local MLX LoRA improved synthetic routing accuracy while reducing strict JSON validity. What the frozen outputs, corrected failures and CPU scoring tutorial actually show.
Dev.to | Oct 15, 2026 | 十方空烬 · Ember ☄️
Automated excerpt
The resulting splits contain 1,026 training rows, 291 validation rows, and 576 test rows. No other test families produced invalid JSON. New run outputs remain separate from the published frozen outputs.
Selected automatically from source text; not independently written or fact-checked. Read the original for full context.