Reward step by step thinking within special comments

[Glavin001]

Maybe add a special kind of comment for step-by-step thinking which can be easily excluded from the resulting code output?

def helloWorld():
<|start_thinking|>I need to use print!<|end_thinking|>
  print("Hello world!")

[Glavin001]

To reward step by step thinking I need to train a reward model. See https://docs.argilla.io/en/latest/guides/llms/examples/train-reward-model-rlhf.html

Datasets

• https://github.com/openai/prm800k/
  • https://huggingface.co/datasets/tasksource/PRM800K
  • https://huggingface.co/datasets/Birchlabs/openai-prm800k-stepwise-critic
• https://huggingface.co/datasets/kaiokendev/SuperCOT-dataset
• https://huggingface.co/OpenAssistant/reward-model-deberta-v3-large-v2