PHPMem v2.0.1
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1.6.45
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7 days 8 hours 25 minutes 35 seconds
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498,68MB
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llm:ed2b8e5cb74c661e0f8c9820753034415ec208e8f1f13823a6da93e4848db1c3
Edit
{
"action": "tool_call",
"reasoning": "The question asks for natural segmentation approaches. I already have domain and organization breakdowns from the evidence, but I should explore other key dimensions that could serve as meaningful groupings. The card shows several high-cardinality classifiers like 'Notability criteria', 'Model accessibility', 'Training compute estimation method', 'Base model', and 'Confidence' that could reveal natural segments. Let me check the distribution of these categorical dimensions to identify clear grouping patterns.",
"tool": "query_sql",
"args": {
"sql": "SELECT \"Notability criteria\", COUNT(*) as record_count, ROUND(100.0 * COUNT(*) / SUM(COUNT(*)) OVER (), 1) as pct_of_total FROM raw.benchmarks WHERE \"Notability criteria\" IS NOT NULL GROUP BY \"Notability criteria\" ORDER BY record_count DESC",
"purpose": "Examine distribution of Notability criteria to see if it provides a natural segmentation dimension"
}
}