https://dujh22.github.io/LLMDailyDigestWeb/papers/ Recent content in 论文 on LLM-DailyDigest · 大模型研究日报 Hugo zh-CN Wed, 26 Aug 2026 11:00:37 +0800 https://dujh22.github.io/LLMDailyDigestWeb/papers/training-free-looped-transformers/ Wed, 26 Aug 2026 00:00:00 +0800 https://dujh22.github.io/LLMDailyDigestWeb/papers/training-free-looped-transformers/ <h1 id="training-free-looped-transformers">Training-Free Looped Transformers</h1> <blockquote> <p><strong>一句话速读</strong>：用一个轻量推理时 wrapper，把冻结 checkpoint 中连续的中间层块循环执行——不做任何微调、继续训练或架构改动，即可让现成大模型普遍涨点（Qwen3-4B MMLU-Pro <strong>+2.64 pp</strong>，87% 测试单元格非负）。</p>