🚀 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: { "issue_type": "performance_issue", "root_cause": "database lock contention", "impact": "request delay", "severity": "high", "recommended_action": "optimize queries" }

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Model tree for akashgenai/ai-incident-root-cause-analyzer

Base model

google/gemma-4-E2B

Finetuned

google/gemma-4-E2B-it

Finetuned

unsloth/gemma-4-E2B-it

Finetuned

(150)

this model