sql-evaluation

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Evaluate AI-generated SQL with pytest.

postgres sql snowflake pytest data-engineering dbt databricks text-to-sql semantic-layer analytics-engineering duckdb llm llm-eval evals llm-evaluation snowflake-cortex pydantic-ai pydantic-evals sql-evaluation

Reproducible NL2SQL fine-tuning and multi-path inference benchmark on Spider/BIRD using Qwen2.5-Coder-7B and one NVIDIA L20 GPU.

spider bird lora reproducibility mfu text-to-sql nl2sql qlora qwen llm-finetuning sql-evaluation

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