Tag: Performance Optimization
All the articles with the tag "Performance Optimization".
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Honey, I Shrunk the Language Model: Impact of Knowledge Distillation Methods on Performance and Explainability
Published: at 04:29 PM
82.91 👍本文通过引入批评-修订提示和比较多任务训练、反事实训练及其结合的方法，系统评估了知识蒸馏对语言模型性能和可解释性的影响，发现多任务训练在性能上表现出色，而结合批评-修订提示的方法显著提升了可解释性。
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Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
Published: at 11:15 PM 82.23 👍本文提出LLM代理可以通过自动收集和选择自身在序列决策任务中的成功轨迹作为上下文示例，显著提升性能，减少对人工知识工程的依赖。