https://hugo2026-zi9ovgwy.edgeone.dev/tags/glm/Recent content in GLM on 苏然的个人博客Hugozh-CNFri, 14 Aug 2026 13:00:00 +0800https://hugo2026-zi9ovgwy.edgeone.dev/posts/glm-53-yi-ci-guan-yu-hou-xun-lian-de-jie-shi/Fri, 14 Aug 2026 13:00:00 +0800https://hugo2026-zi9ovgwy.edgeone.dev/posts/glm-53-yi-ci-guan-yu-hou-xun-lian-de-jie-shi/<style> /* ===== 本文排版：终端发布日志 · 墨黑信号 ===== */ .gs-body { letter-spacing: .01em; } /* —— 文章标题：等宽加粗 + 底部双线，收敛黑色 —— */ .post h1, .pinned-title a { font-family: ui-monospace, "Cascadia Mono", Consolas, monospace; font-weight: 800; letter-spacing: .04em; color: #111; } .post h1 { font-size: 1.6rem; line-height: 1.45; display: inline-block; padding-bottom: .5rem; border-bottom: 3px double #111; margin-bottom: .6rem; } .pinned-title a { text-decoration: none; } .pinned-title a:hover { color: #111; } /* —— 终端命令行块 —— */ .gs-term { margin: 1.6rem 0 2rem; padding: .9rem 1.1rem; background: #111; border-radius: 6px; font-family: ui-monospace, "Cascadia Mono", Consolas, monospace; font-size: .9rem; line-height: 1.9; color: #d8d8d8; overflow-x: auto; } .gs-term .gs-p { color: #79c0ff; } .gs-term .gs-ok { color: #8ce99a; } .gs-term .gs-warn { color: #ffd166; } /* —— 引言：左侧黑竖线 —— */ .gs-ink { margin: 1.6rem 0 2rem; padding: .35rem 0 .35rem 1.2rem; border-left: 4px solid #111; color: var(--fg-dim); font-size: .98rem; line-height: 1.85; } .gs-ink b { color: #111; font-weight: 800; } /* —— 章节标题：等宽编号 + 下划线 —— */ .gs-sec { display: flex; align-items: baseline; gap: .7rem; margin: 2.8rem 0 1.2rem; padding-bottom: .5rem; border-bottom: 1px solid var(--line); } .gs-sec .gs-no { font-family: ui-monospace, Consolas, monospace; font-size: .76rem; font-weight: 800; letter-spacing: .08em; color: #fff; background: #111; border-radius: 3px; padding: .1em .55em; flex: 0 0 auto; } .gs-sec b { font-family: ui-monospace, "Cascadia Mono", Consolas, monospace; font-size: 1.05rem; font-weight: 800; color: #111; letter-spacing: .04em; } /* —— 重点标注：纸上信号笔，黑底灰 —— */ .gs-hl { background: linear-gradient(transparent 55%, rgba(17, 17, 17, .22) 55%); color: #111; font-weight: 800; padding: 0 .15em; border-radius: 2px; } .gs-key { color: #111; font-weight: 800; } .gs-dim { color: #8a94a6; } /* —— 关键数字行：等宽小排 —— */ .gs-fig { margin: 1.4rem 0 1.8rem; padding: 0; list-style: none; font-family: ui-monospace, Consolas, monospace; font-size: .94rem; line-height: 2.1; color: var(--fg-dim); } .gs-fig li { padding-left: 1.4rem; position: relative; } .gs-fig li::before { content: "»"; position: absolute; left: 0; color: #111; font-weight: 800; } .gs-fig .gs-num { color: #111; font-weight: 800; } /* —— 引用批注：灰底细框 —— */ .gs-quote { margin: 1.6rem 0; padding: .9rem 1.2rem; border: 1px solid var(--line); border-left: 4px solid #111; border-radius: 0 4px 4px 0; background: rgba(17, 17, 17, .05); font-size: .94rem; line-height: 1.85; color: var(--fg-dim); } .gs-quote b { color: #111; } /* —— 结论：黑框反白 —— */ .gs-concl { margin: 2rem 0 1.6rem; padding: 1.2rem 1.4rem; border: 2px solid #111; border-radius: 6px; background: rgba(17, 17, 17, .04); font-weight: 600; line-height: 1.9; } .gs-concl .gs-concl-name { display: inline-block; font-family: ui-monospace, Consolas, monospace; font-size: .74rem; font-weight: 800; letter-spacing: .14em; color: #fff; background: #111; border-radius: 3px; padding: .1em .7em; margin-bottom: .6rem; } .gs-concl .gs-hl { background: linear-gradient(transparent 55%, rgba(17, 17, 17, .22) 55%); } </style> <div class="gs-term"> <span class="gs-p">$</span> glm-release --show 5.3<br> <span class="gs-ok">✓</span> 基座：GLM-5.2（740B+，未更换）<br> <span class="gs-ok">✓</span> 编程体感：较前代提升 50%<br> <span class="gs-ok">✓</span> Terminal Bench 3.0：开源第一<br> <span class="gs-warn">!</span> 多模态：本版本不提供 </div> <p class="gs-ink"> 今天智谱发布了 GLM-5.3。新闻通稿里最扎眼的一句是<b>「基座没变」</b>。我盯着这四个字看了很久，觉得它比任何"提升 50%"都更值得写。<span class="gs-hl">一次能力跃迁，靠的不是换头，而是把后训练做长、做深。</span>这是本文想聊清楚的事。 </p>