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This MR restructures the repository so that only the three user-facing scripts (
train.py,inference.py, andweb_ui.py) live at the root, and all shared logic (orchestrator.py,model_registry.py,train_env.py) is moved into a neworchestration/package. All imports in entrypoints and trainers were updated to reference the new location, keeping the layout clearer as the project grows. Closes #42