Downloads · 30 days
0
text2sql-qwen-qlora
peung47/text2sql-qwen-qlora
text2sql-qwen-qlora is a machine learning model from peung47. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This is a LoRA adapter fine-tuned on top of Qwen/Qwen2.5-Coder-1.5B-Instruct by the Qwen Team / Alibaba Cloud (Apache 2.0 license), for text-to-SQL translation.
Access
Public
Updated Jul 19, 2026
Repo size
85.3 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors73.9 MB · 87%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jul 19, 2026
- Updated
- Jul 19, 2026
- SHA
- bc293d84
Base models
Model card
From the Hugging Face model README
Text2SQL LoRA Adapter (Qwen2.5-Coder-1.5B)
This is a LoRA adapter fine-tuned on top of Qwen/Qwen2.5-Coder-1.5B-Instruct by the Qwen Team / Alibaba Cloud (Apache 2.0 license), for text-to-SQL translation.
Trained on the sql-create-context dataset with schema-aware instructions.
Exact-match accuracy: 72.80% (364/500) on validation set.
Full training code, error analysis, and comparison against a baseline without schema information: https://github.com/thanita47/text2sql-qlora-finetuning
- License
- apache-2.0
- Created
- Jul 19, 2026
- Updated
- Jul 19, 2026