summary: "Ollama Model Tuner: Locally fine-tune prompts, LoRAs, and models with Ollama for custom tasks." description: "Optimize Ollama models/prompts using local datasets, eval metrics, and iterative tuning. No cloud needed." triggers:

• "tune ollama"
• "optimize ollama model"
• "fine-tune local LLM"
• "ollama prompt engineer" read_when:
• "ollama tune" in message
• "model fine-tune" in message

Ollama Model Tuner v1.0.0

🎯 Purpose

• Prompt engineering & A/B testing
• Modelfile customization
• LoRA fine-tuning with local data
• Performance benchmarking

🚀 Quick Start

!ollama-model-tuner --model llama3 --dataset ./data.json --task classification

Files

• scripts/tune.py: Python tuner with eval loop
• prompts/system.md: Base system prompts

Supported

Ollama 0.3+, Python 3.10+, datasets in JSONL/CSV.