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