| library_name: peft | |
| base_model: Qwen/Qwen2.5-Coder-1.5B | |
| pipeline_tag: text-generation | |
| tags: | |
| - text-to-sql | |
| - sql | |
| - lora | |
| - qwen2.5-coder | |
| - fine-tuned | |
| # Text2SQL-LoRA | |
| A parameter-efficient fine-tuned language model for natural-language-to-SQL generation. | |
| ## Base Model | |
| Qwen/Qwen2.5-Coder-1.5B | |
| ## Fine-tuning | |
| - Method: LoRA | |
| - Rank: 16 | |
| - Alpha: 32 | |
| - Dropout: 0.05 | |
| - Task: Causal Language Modeling | |
| ## Intended Use | |
| Research and experimentation in Text-to-SQL generation. | |
| ## Limitations | |
| Generated SQL should be validated before execution. | |