updated training eval

sorted imports

final runs and update blog

seprated blog from readme and added new readme

chore: refresh training artifacts and rename consume_reward_components to private

feat: add episode trace, refresh training dataset, and update eval metrics

refactor: move training code to scripts/, add train/eval split, tune GRPO hyperparams