<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Trainings on Peng Tan's AI Blog</title><link>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/</link><description>一个关注 AI 各领域的专题博客</description><atom:link href="https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/index.xml" rel="self" type="application/rss+xml"/><item><title>Reinforced Self-play Reasoning with Zero Data 论文解读</title><link>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/reinforced_selfplay_reasoning_w_zero_data/</link><pubDate>Sun, 11 May 2025 20:10:00 +0800</pubDate><guid>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/reinforced_selfplay_reasoning_w_zero_data/</guid><description>论文介绍了强化自博弈推理的零数据范式，通过自博弈生成任务和验证，实现无需依赖人工标注数据或预设任务的自主学习推理。</description></item><item><title>微调</title><link>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/finetuning/</link><pubDate>Wed, 26 Feb 2025 22:14:00 +0800</pubDate><guid>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/finetuning/</guid><description>本文介绍了微调的常见挑战及其克服方法，并详细介绍了如何使用Unsloth在消费级GPU上对DeepSeek-R1进行微调。</description></item><item><title>Test-Time Scaling 相关论文解读</title><link>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/test_time_scaling/</link><pubDate>Wed, 19 Feb 2025 16:40:00 +0800</pubDate><guid>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/test_time_scaling/</guid><description>本文介绍了Test-Time Scaling（测试时扩展）的概念，并对其技术原理、主要贡献、论文方法、评估结果和局限性进行了详细解读。</description></item><item><title>Simple Test-Time Scaling 论文解读</title><link>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/s1_simple_testtimescaling/</link><pubDate>Mon, 10 Feb 2025 21:36:00 +0800</pubDate><guid>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/s1_simple_testtimescaling/</guid><description>本文介绍了来自李飞飞团队的Simple Test-Time Scaling论文，并对其技术原理、主要贡献、论文方法、评估结果和局限性进行了详细解读。</description></item><item><title/><link>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/test_time_training/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://77f3dc70.hobbytp-github-io.pages.dev/zh/training/test_time_training/</guid><description>&lt;p>The Surprising Effectiveness of Test-Time Training for Abstract Reasoning&lt;/p>
&lt;ul>
&lt;li>&lt;a href="https://arxiv.org/abs/2411.07279">MIT: The Surprising Effectiveness of Test-Time Training for Abstract Reasoning&lt;/a>&lt;/li>
&lt;/ul></description></item></channel></rss>