docs: update all docs to use run/Runner/BaseRunner as primary
- All examples now use cog run, run:, BaseRunner, def run()
- Backwards compatibility notes for predict:/BasePredictor/cog predict
- Training examples: removed unused BasePredictor imports
- AGENTS.md: fixed incorrect base_predictor.py references to predictor.py
