Train a WikiSQL LoRA adapter on Apple silicon
An MLX LM configuration for fine-tuning a small Llama model on structured query examples on a Mac.
Published by MLX LM
How to use it
The example uses mlx-community/Llama-3.2-1B-Instruct-bf16, the MLX community WikiSQL dataset, and a separate adapter output directory.
Install the training extra and use the publisher's LoRA command with this YAML. Keep the trained adapter alongside its exact base checkpoint and evaluate on held-out queries before using it in an application.
- Framework
- Apple MLX LM
- Dataset
- mlx-community/WikiSQL
- Hardware
- Apple silicon. Minimum unified memory unspecified.
- Access
- Public publisher configuration; model and dataset terms apply.