Write a script to preprocess human feedback datasets for LLM reinforcement learning

Question

With the help of code can i know Write a script to preprocess human feedback datasets for LLM reinforcement learning.

Answer 1

You can write a script to preprocess human feedback datasets for LLM reinforcement learning by cleaning, tokenizing, and formatting prompt-response-reward pairs into a structured format ready for training.

Here is the code snippet below:

In the above code we are using the following key points:

• JSON parsing to load raw human feedback data.

• Tokenization of prompts and responses using Hugging Face tokenizers.

• Truncation and formatting to prepare data for LLM consumption.

Hence, this ensures your dataset is clean, consistent, and properly formatted for efficient LLM training.