Text2sql Qwen Qlora
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.
Source du modèle
- Type
- LoRA
- Taille du fichier
- 70,5 MB
- Modèle de base
- Qwen/Qwen2.5-Coder-1.5B-Instruct
- Version
- vadapter_model
- Mis à jour
- 20 oct. 2026
- Source
- Hugging Face
Description de la source
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
Sources
1 source
Sources
1 sourceVérifié 20 oct.
Artefacts du modèle
1 artefact
Artefacts du modèle
1 artefactadapter_model.safetensors
safetensors · 70,5 MB · SHA-256 70bd9adc021e…bf0e · Hugging Face
Download fileExtraits de sources
2 extraits
Extraits de sources
2 extraits--- license: apache-2.0 base_model: Qwen/Qwen2.5-Coder-1.5B-Instruct tags: - text2sql - lora - qlora --- # 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](https://huggingface.co/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](https://huggingface.co/datasets/b-mc2/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
Source context: 0 downloads · 0 likes · Repo peung47/text2sql-qwen-qlora
