```json { "queries": [ { "query": "SELECT \"Organization\", COUNT(*) AS model_count FROM all_ai_models WHERE \"Organization\" IS NOT NULL GROUP BY \"Organization\" ORDER BY model_count DESC LIMIT 15", "description": "Top 15 organizations by number of AI models published." }, { "query": "SELECT \"Domain\", COUNT(*) AS models FROM all_ai_models WHERE \"Domain\" IS NOT NULL GROUP BY \"Domain\" ORDER BY models DESC LIMIT 10", "description": "Most common AI model domains with counts." }, { "query": "SELECT \"Task\", COUNT(*) AS task_count FROM all_ai_models WHERE \"Task\" IS NOT NULL GROUP BY \"Task\" ORDER BY task_count DESC LIMIT 12", "description": "AI tasks ranked by frequency across all models." }, { "query": "SELECT \"Model\", \"Organization\", \"Parameters\", \"Publication date\" FROM all_ai_models WHERE \"Parameters\" IS NOT NULL ORDER BY \"Publication date\" DESC LIMIT 20", "description": "Most recently published models with parameter counts listed." }, { "query": "SELECT \"Country (of organization)\", COUNT(*) AS models FROM all_ai_models WHERE \"Country (of organization)\" IS NOT NULL GROUP BY \"Country (of organization)\" ORDER BY models DESC LIMIT 15", "description": "Countries ranked by number of AI models developed." }, { "query": "SELECT \"Model\", \"Organization\", \"Training compute (FLOP)\", \"Training time (hours)\" FROM all_ai_models WHERE \"Training compute (FLOP)\" IS NOT NULL LIMIT 20", "description": "Models with documented training compute and time requirements." }, { "query": "SELECT \"Approach\", COUNT(*) AS count FROM all_ai_models WHERE \"Approach\" IS NOT NULL GROUP BY \"Approach\" ORDER BY count DESC LIMIT 10", "description": "Most common AI modeling approaches used." }, { "query": "SELECT \"Model accessibility\", COUNT(*) AS models FROM all_ai_models WHERE \"Model accessibility\" IS NOT NULL GROUP BY \"Model accessibility\" ORDER BY models DESC", "description": "Distribution of model accessibility types across all models." }, { "query": "SELECT \"Model\", \"Organization\", \"Training hardware\", \"Hardware quantity\" FROM all_ai_models WHERE \"Training hardware\" IS NOT NULL LIMIT 20", "description": "Models with documented training hardware specifications." }, { "query": "SELECT \"Foundation model\", COUNT(*) AS count FROM all_ai_models WHERE \"Foundation model\" IS NOT NULL GROUP BY \"Foundation model\" ORDER BY count DESC LIMIT 10", "description": "Classification of models as foundation models or not." } ] } ```