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Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training
llmsreinforcement-learningtransformer-modelsai-research
Research

Is One Layer Enough? A Single Transformer Layer Matches Full-Parameter RL Train

Training a single transformer layer can achieve performance comparable to full-parameter reinforcement learning (RL) training. This finding suggests that RL adaptation may not require uniform updates across all layers of large language models.

arxiv.org

🔥🔥🔥🔥🔥

2 min

7h ago

Is One Layer Enough? A Single Transformer Layer Matches Full-Parameter RL Train

Training a single transformer layer can achieve performance comparable to full-parameter reinforcement learning (RL) training. This finding suggests that RL adaptation may not require uniform updates across all layers of large language models.

arxiv.org

🔥🔥🔥🔥🔥

2 min

7h ago

Is One Layer Enough? A Single Transformer Layer Matches Full-Parameter RL Train

Training a single transformer layer can achieve performance comparable to full-parameter reinforcement learning (RL) training. This finding suggests that RL adaptation may not require uniform updates across all layers of large language models.

arxiv.org

🔥🔥🔥🔥🔥

2 min

7h ago

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