[✓] DevOps dataset created
[✓] JSONL dataset validated
[✓] Train / validation split
[✓] Qwen2.5-3B-Instruct selected
[✓] LoRA configuration
[✓] LoRA training completed
[✓] LoRA adapter generated
[✓] LoRA adapter verified
[✓] LoRA merged with base model
[✓] Merged model created
[✓] GGUF F16 created
[✓] Q4_K_M quantization completed
[✓] GGUF inference tested
[✓] Ollama Docker deployment
[✓] Ollama model created
[✓] devops-qwen:latest created
[✓] Automated benchmark created
[ ] Benchmark quality analysis
[ ] RAG integration
[ ] n8n integration
[ ] Chat UI
[ ] Production deployment