DevOps / Technology-Stack.txt
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| Component | Technology |
| ------------ | ------------------------- |
| Base Model | Qwen2.5-3B-Instruct |
| Fine-Tuning | LoRA |
| Framework | Hugging Face Transformers |
| PEFT | PEFT |
| Training | PyTorch |
| Dataset | JSONL |
| Conversion | llama.cpp |
| Quantization | Q4_K_M |
| Runtime | Ollama |
| Container | Docker |
| Automation | n8n |
| API | FastAPI |
| RAG | Vector Database |
| Embeddings | nomic-embed-text |
| OS | CentOS 7 |
| CPU | AMD EPYC 7543 |
| GPU | None |