huggingface-leaderboard
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A researcher achieved top performance on the HuggingFace Open LLM Leaderboard by duplicating a specific 7-layer block from Qwen2-72B without modifying weights, revealing that LLMs contain discrete functional circuits that only work when preserved as complete units. This simple architectural modification outperformed standard approaches and spawned multiple descendant models on the leaderboard.