```json { "queries": [ { "query": "SELECT \"Organization\", COUNT(*) AS model_count FROM epoch_ai_benchmarks WHERE \"Organization\" IS NOT NULL GROUP BY 1 ORDER BY 2 DESC LIMIT 10", "description": "Top 10 organizations by number of AI models benchmarked." }, { "query": "SELECT \"Domain\", COUNT(*) AS benchmark_count FROM epoch_ai_benchmarks WHERE \"Domain\" IS NOT NULL GROUP BY 1 ORDER BY 2 DESC", "description": "Distribution of benchmarks across different AI model domains." }, { "query": "SELECT \"Model name\", \"Organization\", \"Publication date\", \"Parameters\" FROM epoch_ai_benchmarks WHERE \"Parameters\" IS NOT NULL ORDER BY \"Publication date\" DESC LIMIT 15", "description": "Recent AI models with parameter counts, sorted by publication date." }, { "query": "SELECT \"task\", COUNT(*) AS run_count FROM epoch_ai_benchmarks WHERE \"task\" IS NOT NULL GROUP BY 1 ORDER BY 2 DESC LIMIT 10", "description": "Most frequently benchmarked tasks in the dataset." }, { "query": "SELECT \"Model accessibility\", COUNT(*) AS count FROM epoch_ai_benchmarks WHERE \"Model accessibility\" IS NOT NULL GROUP BY 1 ORDER BY 2 DESC", "description": "Breakdown of AI models by accessibility level." }, { "query": "SELECT \"Country (of organization)\", COUNT(DISTINCT \"Organization\") AS org_count FROM epoch_ai_benchmarks WHERE \"Country (of organization)\" IS NOT NULL GROUP BY 1 ORDER BY 2 DESC LIMIT 10", "description": "Countries with the most AI research organizations represented." }, { "query": "SELECT \"Model task\", COUNT(*) AS model_count FROM epoch_ai_benchmarks WHERE \"Model task\" IS NOT NULL GROUP BY 1 ORDER BY 2 DESC", "description": "Distribution of models across different task categories." }, { "query": "SELECT \"Status\", COUNT(*) AS run_count FROM epoch_ai_benchmarks WHERE \"Status\" IS NOT NULL GROUP BY 1 ORDER BY 2 DESC", "description": "Current status breakdown of benchmark runs." }, { "query": "SELECT \"Model name\", \"Organization\", \"Training dataset\" FROM epoch_ai_benchmarks WHERE \"Training dataset\" IS NOT NULL LIMIT 20", "description": "Sample of AI models with their training datasets and organizations." }, { "query": "SELECT \"Notability criteria\", COUNT(*) AS model_count FROM epoch_ai_benchmarks WHERE \"Notability criteria\" IS NOT NULL GROUP BY 1 ORDER BY 2 DESC", "description": "How models qualify as notable in the AI research community." } ] } ```