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README.md

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+---
+license: llama3.2
+base_model: mlx-community/Llama-3.2-1B-Instruct-bf16
+tags: [text-to-sql, lora, mlx, reasoning]
+library_name: mlx
+---
+
+# Text-to-SQL · adapters
+
+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: …`).
+
+```python
+# download the adapter, then:
+from mlx_lm import load
+model, tok = load("mlx-community/Llama-3.2-1B-Instruct-bf16", adapter_path="<downloaded-adapter-dir>")
+```
+
+Pair generation with a deterministic AST guardrail (single read-only SELECT).
+See the project repo for the data pipeline, study, and evaluation.