新闻
Abstention and Noise Filtering: Two Missing Primitives of Softmax Attention
arXiv cs.AI · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- Research shows gating attention value pathways provides two benefits: abstention and noise filtering, with their relative importance shifting as models scale.
- 为何重要
- Matters for engineers optimizing transformer architectures, especially those pretraining language models or tuning attention mechanisms for efficiency.
- 注意
- Study tested models up to 350M parameters; scaling behavior and practical benefits for larger models remain unclear and need validation.
- language model
- attention
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