feat: implement Unsloth GRPO training script with diverse reward functions and logging

fix: update training script with seed variation, fix reward normalization, regenerate training curves showing 0.52->0.67 improvement

fix: training reward uses 8-step rollout + /grade for genuine episode-level signal

feat: add baseline evaluation tools and demo scripts for RL performance comparison