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Define data structure clearly
Specify JSON format, CSV columns, or data schemas
Mention specific libraries
PyTorch, TensorFlow, Scikit-learn for targeted solutions
Clarify theory vs. production
Specify if you need concepts or deployment-ready code
Run LLMs locally with Ollama. Usage: 1. Install Ollama CLI. 2. Pull models (Llama 2, Mistral, CodeLlama). 3. Run with ollama run command. 4. API server for integrations. 5. Model customization with Modelfile. 6. Memory and GPU management. 7. Multi-model switching. 8. No internet required after download. Use for privacy, development, or air-gapped environments.