MLX LoRA adapter fine-tuned from mlx-community/Llama-3.2-1B-Instruct-bf16 to turn a natural-language question + a CREATE TABLE schema into a schema-faithful SQLite SELECT (reasoning models emit Reasoning: … / SQL: …).

Pair generation with a deterministic AST guardrail (single read-only SELECT). See the project repo for the data pipeline, study, and evaluation.