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User trains LLM to reliably roll a die, overcoming consistent '4' output

A user on the r/LocalLLaMA subreddit has developed a method to train a language model to reliably roll a die. This was prompted by the observation that many frontier LLMs, including Claude and GPT, consistently output '4' when asked to roll a die. The user views this as a practical problem for reinforcement learning, specifically in encouraging exploration beyond known strategies. Their post-training approach aims to ensure each number from one to six appears with approximately equal frequency. AI

IMPACT Highlights a limitation in current LLM exploration capabilities and offers a potential solution for specific tasks.

RANK_REASON User-developed tool/technique for a specific LLM behavior.

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

User trains LLM to reliably roll a die, overcoming consistent '4' output

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/girishkumama ·

    i post-trained a model to reliably roll a die

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1u8i8t3/i_posttrained_a_model_to_reliably_roll_a_die/"> <img alt="i post-trained a model to reliably roll a die" src="https://preview.redd.it/vbwyt0i8yv7h1.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=583f…