fix(grpo): fresh reward design — runbook-compliance scoring

fix(training): reward signal flow + new v2 notebook

modifying the training script to be more memory efficient: Unsloth, also reduced the number of steps to 15 instead of 40

writing the GRPO script to train qwen1.7 on A100 GRPO