PHPMem v2.0.1
Version
1.6.45
Uptime
7 days 4 hours 22 minutes 6 seconds
Memory
Total
512MB
Used
13,32MB (2.6%)
Free
498,68MB
Keys
Current
10 162
Total (since start)
11 092
Evictions
0
Reclaimed
157
Expired Unfetched
0
Evicted Unfetched
0
Connections
Current
3 / 1 024 max
Total
60 263
Rejected
0
llm:8340fcc286718a8da76232dd52ba7c9887365f4720721d5dba9421d007831e44
Edit
```json
{
"classifications": [
{"column": "id_runs", "label": "primary_key", "confidence": 1.0, "reason": "100% distinct (1311/1311), zero nulls, uniquely identifies each row"},
{"column": "task", "label": "foreign_key", "confidence": 0.95, "reason": "Low distinct count (14), references task dimension, values repeat across rows"},
{"column": "model", "label": "foreign_key", "confidence": 0.95, "reason": "311 distinct values in 1311 rows, references model dimension, values repeat"},
{"column": "Best score (across scorers)", "label": "none", "confidence": 1.0, "reason": "Metric/measure column with numeric scores"},
{"column": "Scores", "label": "none", "confidence": 1.0, "reason": "Formatted score strings with uncertainty values"},
{"column": "log viewer", "label": "none", "confidence": 1.0, "reason": "URL/link column for viewing logs"},
{"column": "logs", "label": "none", "confidence": 1.0, "reason": "URL/link column for log files"},
{"column": "job", "label": "none", "confidence": 0.9, "reason": "Job identifier but not unique enough (914/1311), has empty values"},
{"column": "started_at", "label": "none", "confidence": 1.0, "reason": "Timestamp column for when runs started"},
{"column": "Status", "label": "none", "confidence": 1.0, "reason": "Status field with only 1 distinct value (Success)"},
{"column": "Manual evaluation", "label": "none", "confidence": 1.0, "reason": "Boolean flag, 99.5% null rate"},
{"column": "task version", "label": "none", "confidence": 1.0, "reason": "Version string attribute"},
{"column": "billable_input_tokens", "label": "none", "confidence": 1.0, "reason": "Empty column, all same value"},
{"column": "billable_output_tokens", "label": "none", "confidence": 1.0, "reason": "Empty column, all same value"},
{"column": "cache_read_tokens", "label": "none", "confidence": 1.0, "reason": "Empty column, all same value"},
{"column": "cache_write_tokens", "label": "none", "confidence": 1.0, "reason": "Empty column, all same value"},
{"column": "comments", "label": "none", "confidence": 1.0, "reason": "Free text comments field"},
{"column": "id_model_version", "label": "foreign_key", "confidence": 0.95, "reason": "311 distinct values, references model version dimension, matches model column"},
{"column": "Model name", "label": "none", "confidence": 0.9, "reason": "Model name attribute, 167 distinct values but not a key"},
{"column": "Version release date", "label": "none", "confidence": 1.0, "reason": "Date attribute for model version"},
{"column": "Hugging Face developer id", "label": "none", "confidence": 1.0, "reason": "Developer identifier attribute, low cardinality (14)"},
{"column": "Link", "label": "none", "confidence": 1.0, "reason": "URL/link attribute"},
{"column": "Notes", "label": "none", "confidence": 1.0, "reason": "Free text notes field"},
{"column": "benchmarks/runs", "label": "none", "confidence": 0.9, "reason": "Comma-separated list of run IDs, not a proper key"},
{"column": "Display name", "label": "none", "confidence": 1.0, "reason": "Display name attribute for models"},
{"column": "Unique display name", "label": "none", "confidence": 1.0, "reason": "Display name attribute, 194 distinct values"},
{"column": "Domain", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for model domain"},
{"column": "Model task", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for model tasks"},
{"column": "Organization", "label": "none", "confidence": 1.0, "reason": "Organization attribute, low cardinality (21)"},
{"column": "Authors", "label": "none", "confidence": 1.0, "reason": "Text field listing authors"},
{"column": "Publication date", "label": "none", "confidence": 1.0, "reason": "Date attribute for publication"},
{"column": "Reference", "label": "none", "confidence": 1.0, "reason": "Text reference/description field"},
{"column": "Link_model", "label": "none", "confidence": 1.0, "reason": "URL/link attribute for model"},
{"column": "Citations", "label": "none", "confidence": 1.0, "reason": "Numeric metric, 98.7% null rate"},
{"column": "Notability criteria", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for notability"},
{"column": "Notability criteria notes", "label": "none", "confidence": 1.0, "reason": "Free text notes field"},
{"column": "Parameters", "label": "none", "confidence": 1.0, "reason": "Numeric attribute, 75.4% null rate"},
{"column": "Parameters notes", "label": "none", "confidence": 1.0, "reason": "Free text notes field"},
{"column": "Training compute (FLOP)", "label": "none", "confidence": 1.0, "reason": "Numeric metric, 79.6% null rate"},
{"column": "Training compute notes", "label": "none", "confidence": 1.0, "reason": "Free text notes field"},
{"column": "Training dataset", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for dataset"},
{"column": "Training dataset notes", "label": "none", "confidence": 1.0, "reason": "Free text notes field"},
{"column": "Training dataset size (datapoints)", "label": "none", "confidence": 1.0, "reason": "Numeric metric, 91.4% null rate"},
{"column": "Dataset size notes", "label": "none", "confidence": 1.0, "reason": "Free text notes field"},
{"column": "Batch size", "label": "none", "confidence": 1.0, "reason": "Numeric attribute, 98.2% null rate"},
{"column": "Batch size notes", "label": "none", "confidence": 1.0, "reason": "Free text notes field"},
{"column": "Epochs", "label": "none", "confidence": 1.0, "reason": "Numeric attribute, 96.8% null rate"},
{"column": "Training hardware", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for hardware"},
{"column": "Hardware quantity", "label": "none", "confidence": 1.0, "reason": "Numeric attribute, 96.2% null rate"},
{"column": "Abstract", "label": "none", "confidence": 1.0, "reason": "Free text abstract field"},
{"column": "Model accessibility", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for accessibility"},
{"column": "Hardware utilization", "label": "none", "confidence": 1.0, "reason": "Numeric metric, 98.4% null rate"},
{"column": "Confidence", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for confidence level"},
{"column": "Base model", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for base model"},
{"column": "Finetune compute (FLOP)", "label": "none", "confidence": 1.0, "reason": "Numeric metric, 98.5% null rate"},
{"column": "Finetune compute notes", "label": "none", "confidence": 1.0, "reason": "Free text notes field"},
{"column": "Training code accessibility", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for code accessibility"},
{"column": "Accessibility notes", "label": "none", "confidence": 1.0, "reason": "Free text notes field"},
{"column": "Training compute cost (2023 USD)", "label": "none", "confidence": 1.0, "reason": "Numeric metric, 95.4% null rate"},
{"column": "Training compute estimation method", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for estimation method"},
{"column": "Country (of organization)", "label": "none", "confidence": 1.0, "reason": "Categorical attribute for country"},
{"column": "mean_score", "label": "none", "confidence": 1.0, "reason": "Numeric metric/measure column"},
{"column": "stderr", "label": "none", "confidence": 1.0, "reason": "Numeric metric for standard error"},
{"column": "best_score", "label": "none", "confidence": 1.0, "reason": "Numeric metric/measure column"},
{"column": "original_task_name", "label": "none", "confidence": 1.0, "reason": "Task name attribute, 16 distinct values"}
]
}
```