AI Prompts for Model Optimization and Performance Tuning — prompt 14

As a resource optimization expert, help me reduce the memory footprint of my {model_type} model running on {target_environment} with {constraints}. Current specs: {current_metrics}. Suggest memory reduction techniques including architecture modifications, gradient checkpointing, mixed precision training, and efficient data loading. Provide implementation guidance and expected memory savings for each approach.