
```bash
python optimize-grpo.py --dataset GSM8K --sample 4
```

```bash
python optimize-grpo.py --dataset HumanEval --is_test
```

```bash
python optimize-grpo.py --dataset MATH \
  --max_sampling_rounds 10 \
  --noise_scale 0.02 \
  --cost_weight 1.5
```


```bash
python optimize-grpo.py --dataset MATH --grpo_config my_grpo_config.yaml
```


**(grpo_config.yaml):**
```yaml
grpo:
  max_sampling_rounds: 8
  success_threshold: 3
  architecture_noise_scale: 0.03
  cost_weight: 2.0
  normalization_strategy: group_mean
  track_architecture_diversity: true
  diversity_penalty: 0.1
```

