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brhnsbn
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clem's profile picture
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burhansebin
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Introducing https://huggingface.co/datasets/gretelai/synthetic_text_to_sql by https://huggingface.co/gretelai It stands as the largest and most diverse synthetic Text-to-SQL dataset available to-date. The dataset includes: - 105,851 records partitioned into 100,000 train and 5,851 test records ~23M total tokens, including ~12M SQL tokens - Coverage across 100 distinct domains/verticals - Comprehensive array of SQL tasks: data definition, retrieval, manipulation, analytics & reporting - Wide range of SQL complexity levels, including subqueries, single joins, multiple joins, aggregations, window functions, set operations - Database context, including table and view create statements - Natural language explanations of what the SQL query is doing - Contextual tags to optimize model training Blogpost: https://gretel.ai/blog/synthetic-text-to-sql-dataset Dataset: https://huggingface.co/datasets/gretelai/synthetic_text_to_sql
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