sachiin051
/

Text2SQL-LoRA

Text Generation

Model card Files Files and versions

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.

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Base model

Qwen/Qwen2.5-1.5B

Finetuned

Qwen/Qwen2.5-Coder-1.5B

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