Steps — Save

Save step: persists pipeline results to disk.

Save

Save all available results to organized subdirectories.

Output structure: output_dir/ ├── direction/steering.pt ├── evaluation/generations.json └── metadata.json

Reads from results:

• Whatever keys are present (steering, intervene).

Writes to results:

• results['output_dir']: Path to the output directory.

Args:

• output_dir: Base directory for outputs. Defaults to murano_outputs
• in the current working directory.
• model_id: Model identifier for metadata.
• run_name: Optional subdirectory inside output_dir for this run. By
• default results are written directly into output_dir and a
• re-run overwrites them; set run_name to keep runs separate.

__init__

def __init__(self, output_dir: str = keys.DEFAULT_OUTPUT_DIR, model_id: str = '', run_name: str | None = None):