Sking0123/Simplifyr1.5b

🛡️ Simplifyr-1.5B

Teach it your logs once — it names every field forever.

Qwen2.5-1.5B fine-tuned to map perimeter-device log fields to Simplifyr's semantic catalog (source.ip, network.action, rule.id, threat.level, …). It is the suggestion engine of Simplifyr (mentioning where the app repo lives if public, else drop this line) — a Universal Log Pre-processing Framework that turns heterogeneous firewall/server logs into standardized, analytics-ready events without losing the original.

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🎯 What it does

Raw log in — structured field mapping out:

{
  "suggestions": [
    {"input_field": "srcip", "semantic_field": "source.ip", "confidence": 0.92},
    {"input_field": "ruleid", "semantic_field": "rule.id", "confidence": 0.92},
    {"input_field": "mystery_xyz", "semantic_field": "", "confidence": 0.0}
  ]
}