PEFT
Safetensors
text-to-sql
sqlite
qlora
unsloth

Qwen2.5-Coder-1.5B text-to-SQL (SQLite) LoRA

QLoRA adapter (r=16, alpha=32, all linear layers) trained for 1 epoch on parthasaradhi789/text2sql-sqlite-clean.

Quick check on 300 validation questions from unseen domains (execution accuracy, notebook batched greedy decoding): base 57.0% -> fine-tuned 69.3%. Final numbers come from the evaluation harness in the code repository (https://github.com/wittyparth/text2sql-specialist). Git commit used for training: 1d71449. Training run: https://wandb.ai/parthasaradhimunakala-parthasaradhi-site/text2sql-specialist/runs/379av0n3

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