Adds explicit handling of the cost unit in LLM model creation and update actions, ensuring the unit is always set (defaulting to 'RUN'). Updates the EditModelModal to include a hidden cost_unit input. Refactors backend LLM runtime state refresh logic to improve error handling and logging for cache clearing operations.