Text-to-SQL · cot_lr5e-5_L16

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: …).

# 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.

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mlx-community/Llama-3.2-1B-Instruct-bf16

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