Single model_memory_mb field now serves as the sole source of truth for base model memory. Removes the redundant base_model_memory_mb field, legacy dual-path branches in calculate_optimal_batch_size() and max_safe_batch_size(), and the associated legacy test. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>