📝 Guest Post: How to build a responsible code LLM with crowdsourcing*

In this post Toloka showcases Human-in-the-Loop using StarCoder, a code LLM, as an example. They address PII risks by training a PII reduction model through crowdsourcing, employing strategies like task decomposition, clear instructions, and quality control. This successful implementation demonstrates how responsible AI and high-performing models can align.

code code llm control crowdsourcing example guest post human implementation llm loop pii quality responsible ai risks starcoder strategies through toloka training