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# The first New England RLHF Hackers Hackathon

**[EleutherAI](https://daily.dev/sources/eleutherai)** · 12 min read · 0 upvotes · 0 comments

## Summary

Researchers from the New England RLHF Hackers (NERH) group held a hackathon at Brown University in September 2023, producing three research directions: (1) a heuristic framework for directly evaluating reward models using an ensemble of classifiers for undesirable attributes like harmfulness and unhelpfulness; (2) a fact-based reward model that uses document retrieval from sources like Wikipedia and Stack Exchange combined with a logician LLM to score factual accuracy; and (3) an RLAIF approach to the 'pink elephant problem,' using ILQL to train language models to avoid generating responses about specific topics (demonstrated with Ubuntu as the restricted topic).

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://blog.eleuther.ai/nerh_1>

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