LLM fine-tuning on your data

SFT and LoRA fine-tuning of open models (Llama, Qwen, Gemma, Mistral) to your domain and communication style.

• Dataset collection and cleaning from your documents and logs;
• Overfitting control: held-out tests, hallucination evaluation;
• The pipeline is reproducible — configuration, seeds, model card in the registry;
• Deliverable: model + deployment guide + quality metrics.