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Update config.yaml
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examples/mlx_finetuning_optimization/config.yaml

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# Configuration for MLX Fine-tuning Memory and Speed Optimization
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# Streamlined for better evolution success
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max_iterations: 100 # Increased for better exploration
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max_iterations: 50 # Increased for better exploration
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checkpoint_interval: 10
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log_level: "INFO"
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api_base: "https://generativelanguage.googleapis.com/v1beta/openai/"
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temperature: 0.9 # Higher for more exploration
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top_p: 0.95
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max_tokens: 8000 # Reduced for faster responses
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max_tokens: 24000 # Reduced for faster responses
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timeout: 600
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# Concise MLX-focused prompt
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# Database configuration for better evolution
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database:
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db_path: "./openevolve_output/program_db"
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population_size: 50 # Smaller for faster iterations
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archive_size: 20
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num_islands: 4 # More diversity

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