PHPMem v2.0.1
Version
1.6.45
Uptime
7 days 4 hours 16 minutes 58 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
60 075
Rejected
0
llm:d56b47f8b37d6e7c0ee97425b413bd8cdaffed3e87fa41aaf814fddb3cfe00f4
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": "Low distinct count (311), references model dimension, values repeat across rows"},
{"column": "Best score (across scorers)", "label": "none", "confidence": 1.0, "reason": "Numeric metric value, not a key"},
{"column": "Scores", "label": "none", "confidence": 1.0, "reason": "Text metric with scorer details, not a key"},
{"column": "log viewer", "label": "none", "confidence": 1.0, "reason": "URL field, not a key"},
{"column": "logs", "label": "none", "confidence": 1.0, "reason": "URL field, not a key"},
{"column": "job", "label": "none", "confidence": 1.0, "reason": "Job identifier but not unique enough (914/1311), has nulls (empty strings)"},
{"column": "started_at", "label": "none", "confidence": 1.0, "reason": "Timestamp field, not a key"},
{"column": "Status", "label": "none", "confidence": 1.0, "reason": "Single value field, not a key"},
{"column": "Manual evaluation", "label": "none", "confidence": 1.0, "reason": "Boolean flag with 99.5% nulls, not a key"},
{"column": "task version", "label": "none", "confidence": 1.0, "reason": "Version attribute, not a key"},
{"column": "billable_input_tokens", "label": "none", "confidence": 1.0, "reason": "Single empty value, not a key"},
{"column": "billable_output_tokens", "label": "none", "confidence": 1.0, "reason": "Single empty value, not a key"},
{"column": "cache_read_tokens", "label": "none", "confidence": 1.0, "reason": "Single empty value, not a key"},
{"column": "cache_write_tokens", "label": "none", "confidence": 1.0, "reason": "Single empty value, not a key"},
{"column": "comments", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "id_model_version", "label": "foreign_key", "confidence": 0.95, "reason": "Same as model column (311 distinct), references model version dimension"},
{"column": "Model", "label": "none", "confidence": 1.0, "reason": "Null column, no data"},
{"column": "Version release date", "label": "none", "confidence": 1.0, "reason": "Date attribute, not a key"},
{"column": "Hugging Face developer id", "label": "none", "confidence": 1.0, "reason": "Low distinct count (14), attribute not key"},
{"column": "Link", "label": "none", "confidence": 1.0, "reason": "URL field, not a key"},
{"column": "Notes", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "benchmarks/runs", "label": "none", "confidence": 1.0, "reason": "Comma-separated list of run IDs, not a key itself"},
{"column": "Display name", "label": "none", "confidence": 1.0, "reason": "Display attribute, not a key"},
{"column": "Unique display name", "label": "none", "confidence": 1.0, "reason": "Display attribute, not a key"},
{"column": "Domain", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "Task", "label": "none", "confidence": 1.0, "reason": "Null column, no data"},
{"column": "Organization", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "Authors", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Publication date", "label": "none", "confidence": 1.0, "reason": "Date attribute, not a key"},
{"column": "Reference", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Link_model", "label": "none", "confidence": 1.0, "reason": "URL field, not a key"},
{"column": "Citations", "label": "none", "confidence": 1.0, "reason": "Numeric metric with 98.7% nulls, not a key"},
{"column": "Notability criteria", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "Notability criteria notes", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Parameters", "label": "none", "confidence": 1.0, "reason": "Numeric attribute with 75% nulls, not a key"},
{"column": "Parameters notes", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Training compute (FLOP)", "label": "none", "confidence": 1.0, "reason": "Numeric attribute with 79.6% nulls, not a key"},
{"column": "Training compute notes", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Training dataset", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "Training dataset notes", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Training dataset size (datapoints)", "label": "none", "confidence": 1.0, "reason": "Numeric attribute with 91.4% nulls, not a key"},
{"column": "Dataset size notes", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Batch size", "label": "none", "confidence": 1.0, "reason": "Numeric attribute with 98.2% nulls, not a key"},
{"column": "Batch size notes", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Epochs", "label": "none", "confidence": 1.0, "reason": "Numeric attribute with 96.8% nulls, not a key"},
{"column": "Training hardware", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "Hardware quantity", "label": "none", "confidence": 1.0, "reason": "Numeric attribute with 96.2% nulls, not a key"},
{"column": "Abstract", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Model accessibility", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "Hardware utilization", "label": "none", "confidence": 1.0, "reason": "Numeric attribute with 98.4% nulls, not a key"},
{"column": "Confidence", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "Base model", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "Finetune compute (FLOP)", "label": "none", "confidence": 1.0, "reason": "Numeric attribute with 98.5% nulls, not a key"},
{"column": "Finetune compute notes", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Training code accessibility", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "Accessibility notes", "label": "none", "confidence": 1.0, "reason": "Text field, not a key"},
{"column": "Training compute cost (2023 USD)", "label": "none", "confidence": 1.0, "reason": "Numeric attribute with 95.4% nulls, not a key"},
{"column": "Training compute estimation method", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "Country (of organization)", "label": "none", "confidence": 1.0, "reason": "Categorical attribute, not a key"},
{"column": "mean_score", "label": "none", "confidence": 1.0, "reason": "Numeric metric value, not a key"},
{"column": "stderr", "label": "none", "confidence": 1.0, "reason": "Numeric metric value, not a key"},
{"column": "best_score", "label": "none", "confidence": 1.0, "reason": "Numeric metric value, not a key"},
{"column": "original_task_name", "label": "none", "confidence": 1.0, "reason": "Duplicate of task column, not a key"}
]
}
```