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Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training

Hugging Face Daily Papers · 2026-07-02 Cached

A study finds that reinforcement learning gains in transformers are concentrated in a single middle layer, and training just that layer can match or surpass full-parameter RL training across multiple models and tasks.

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