AI Dataset Cleaner
Clean, deduplicate, and validate JSON/JSONL datasets for LLM fine-tuning. Remove duplicates · Fix formatting · Detect PII · Prepare for OpenAI/Llama
Total Rows
0
Valid JSON
0
Duplicates
0
Empty Lines
0
PII Detected
0
1
🧹 Cleaning Operations
📋 Cleaned Dataset Output
🔄 Format Conversion
⚠️ Issues Found
Click "Analyze" to detect issues
📊 Dataset Quality Metrics Explained
● Valid JSON - Lines that parse correctly
● Duplicates - Identical records (exact match)
● PII - Email, phone, SSN patterns detected
● Quality Score - Overall dataset health