akashgenai/ai-incident-root-cause-analyzer

🚀 Incident Root Cause Analyzer

Fine-tuned LLM to analyze system incidents and generate structured insights.

🔹 Features

• —Root cause detection
• —Severity classification
• —Impact analysis
• —Recommended actions

🔹 Base Model

unsloth/gemma4-2b-it

🔹 Method

LoRA-based fine-tuning (SFT)

🔹 Example

Input: Database lock contention causing delays

Output: { "issuetype": "performanceissue", "rootcause": "database lock contention", "impact": "request delay", "severity": "high", "recommendedaction": "optimize queries" }