https://lilinji.github.io/tags/llm%E6%8E%A8%E7%90%86/Recent content in LLM推理 on Ringi's LogHugo -- 0.152.2zh-cnFri, 21 Aug 2026 00:00:00 +0800https://lilinji.github.io/2026/08/ai-infra-%E5%A4%A7%E8%AF%9D%E8%A5%BF%E6%B8%B8%E5%AE%9E%E6%88%98%E4%B9%8Btransformer%E5%B0%8F%E7%99%BD%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0%E4%B8%80/Fri, 21 Aug 2026 00:00:00 +0800https://lilinji.github.io/2026/08/ai-infra-%E5%A4%A7%E8%AF%9D%E8%A5%BF%E6%B8%B8%E5%AE%9E%E6%88%98%E4%B9%8Btransformer%E5%B0%8F%E7%99%BD%E5%AD%A6%E4%B9%A0%E7%AC%94%E8%AE%B0%E4%B8%80/以第一性原理视角拆解 Transformer：从 Self-Attention、QKV、FFN、RoPE、Pre-Norm 到 LLaMA-2 参数与显存手算，贯通 CUDA 算子、分布式训练与 vLLM 推理的 AI Infra 实战。