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text2sql-evaluation

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Md-Emon-Hasan / qwen2.5-3b-text2sql

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Qwen2.5-3B-Instruct turned into a SQL writer with a 16-bit LoRA. AST-normalised exact match rises from 7.7% to 74.3% on 300 held-out queries, and every output parses as valid SQL. The same cleaning was applied to both models, so the gain is the SQL being right, not the formatting.

sql code-generation sql-generation lora fine-tuning peft text-to-sql text2sql code-generation-techniques fine-tuning-llm lora-training qwen unsloth qwen2-5 text2sql-evaluation text-to-sql-translation text-to-sql-generation code-generation-ai-workflow unsloth-api peft-lora
  • Updated Oct 26, 2026
  • Jinja

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