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互动式指南讲解向量嵌入的历史、原理与实践应用,通过可视化展示语义空间、向量运算与语义相似性,并演示语义搜索、聚类、零样本分类等真实场景。文中使用 Kanon 2 Embedder 的真实嵌入构建了一个交互式词语地图游戏。
An interactive guide explaining speculative decoding and multi-token prediction in LLMs, covering techniques from rejection sampling to MTP used in Qwen 3.6 and Gemma 4, with live diagrams and sliders.
An interactive visual guide, 'how-llms-work', breaks down the entire lifecycle of Large Language Models based on Andrej Karpathy's lectures, covering data collection to post-training.