PHPMem v2.0.1
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llm:fa3470f96d9c3aa4b6175898241c3e97b117677239bc4c69b4bbd961dcf3104f
Edit
```json
{
"action": "final",
"content": "## Distinct Value Counts for Categorical Columns\n\nThe dataset contains **69 columns** across **1,311 rows**. Here are the distinct value counts for the key categorical dimensions:\n\n### Primary Identifiers & Dimensions\n- **model**: 311 distinct values (the specific model identifier used in each benchmark run)\n- **Unique display name**: 194 distinct values (human-readable model names with configuration)\n- **Display name**: 185 distinct values (base display names)\n- **Model name**: 167 distinct values (official model names)\n\n### Task & Benchmark Categories\n- **task**: 14 distinct values (the benchmark tasks being evaluated)\n- **task version**: 32 distinct values (versions of each benchmark)\n- **Model task**: 74 distinct values (the type of task the model is designed for)\n\n### Organizational & Domain Categories\n- **Organization**: 21 distinct values (companies/institutions that created the models)\n- **Domain**: 21 distinct values (application domains like Language, Vision, Multimodal)\n- **Hugging Face developer id**: 14 distinct values (developer identifiers on Hugging Face)\n\n### Performance & Metadata\n- **Best score (across scorers)**: 738 distinct values (continuous measure from 0.0 to 1.0)\n- **Status**: 1 distinct value (all runs show \"Success\")\n- **Manual evaluation**: 1 distinct value (only 6 rows have this flag set to true)\n\nThe data shows a rich variety of models (311 distinct) being evaluated across a focused set of benchmarks (14 tasks), with results spanning 21 organizations and 21 application domains."
}
```