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Thunderbolt 5 集群至关重要","url":"#为什么-thunderbolt-5-集群至关重要","depth":3},{"title":"谁将从 Mac 集群中受益？","url":"#谁将从-mac-集群中受益","depth":3},{"title":"什么是 Thunderbolt 5 Mac 集群？","url":"#什么是-thunderbolt-5-mac-集群","depth":2},{"title":"Mac 分布式计算的演进","url":"#mac-分布式计算的演进","depth":3},{"title":"Thunderbolt 5 集群如何工作","url":"#thunderbolt-5-集群如何工作","depth":3},{"title":"Apple 芯片统一内存优势","url":"#apple-芯片统一内存优势","depth":3},{"title":"硬件要求和兼容性","url":"#硬件要求和兼容性","depth":2},{"title":"兼容的 Mac 型号","url":"#兼容的-mac-型号","depth":3},{"title":"推荐的集群配置","url":"#推荐的集群配置","depth":3},{"title":"Thunderbolt 5 线缆选择指南","url":"#thunderbolt-5-线缆选择指南","depth":3},{"title":"软件栈：MLX 和 EXO 框架","url":"#软件栈mlx-和-exo-框架","depth":2},{"title":"了解 MLX 分布式计算","url":"#了解-mlx-分布式计算","depth":3},{"title":"MLX 通信后端","url":"#mlx-通信后端","depth":3},{"title":"了解分布式训练与推理","url":"#了解分布式训练与推理","depth":3},{"title":"EXO：简化的集群管理","url":"#exo简化的集群管理","depth":3},{"title":"逐步集群设置指南","url":"#逐步集群设置指南","depth":2},{"title":"先决条件","url":"#先决条件","depth":3},{"title":"方法 1: MLX 原生设置 (推荐)","url":"#方法-1-mlx-原生设置-推荐","depth":3},{"title":"步骤 1: 安装 MLX","url":"#步骤-1-安装-mlx","depth":4},{"title":"步骤 2: 配置 Thunderbolt 网络","url":"#步骤-2-配置-thunderbolt-网络","depth":4},{"title":"步骤 3: 创建主机文件配置","url":"#步骤-3-创建主机文件配置","depth":4},{"title":"步骤 4: 测试分布式通信","url":"#步骤-4-测试分布式通信","depth":4},{"title":"方法 2: EXO 设置 (用户友好型)","url":"#方法-2-exo-设置-用户友好型","depth":3},{"title":"步骤 1: 克隆并安装 EXO","url":"#步骤-1-克隆并安装-exo","depth":4},{"title":"步骤 2: 为 Apple 芯片配置 MLX","url":"#步骤-2-为-apple-芯片配置-mlx","depth":4},{"title":"步骤 3: 启动集群","url":"#步骤-3-启动集群","depth":4},{"title":"步骤 4: 访问界面","url":"#步骤-4-访问界面","depth":4},{"title":"运行大型语言模型","url":"#运行大型语言模型","depth":2},{"title":"下载模型","url":"#下载模型","depth":3},{"title":"按模型划分的内存要求","url":"#按模型划分的内存要求","depth":3},{"title":"运行 Kimi K2 Thinking","url":"#运行-kimi-k2-thinking","depth":3},{"title":"性能优化","url":"#性能优化","depth":2},{"title":"网络拓扑最佳实践","url":"#网络拓扑最佳实践","depth":3},{"title":"线缆和连接指南","url":"#线缆和连接指南","depth":3},{"title":"内存和计算平衡","url":"#内存和计算平衡","depth":3},{"title":"常见问题故障排除","url":"#常见问题故障排除","depth":2},{"title":"连接问题","url":"#连接问题","depth":3},{"title":"MLX 错误","url":"#mlx-错误","depth":3},{"title":"SSH 配置","url":"#ssh-配置","depth":3},{"title":"功耗效率和成本分析","url":"#功耗效率和成本分析","depth":2},{"title":"功耗对比","url":"#功耗对比","depth":3},{"title":"总拥有成本","url":"#总拥有成本","depth":3},{"title":"用例与应用","url":"#用例与应用","depth":2},{"title":"机器学习研究","url":"#机器学习研究","depth":3},{"title":"专业创意工作流","url":"#专业创意工作流","depth":3},{"title":"开发和测试","url":"#开发和测试","depth":3},{"title":"企业部署场景","url":"#企业部署场景","depth":3},{"title":"Mac 集群的未来","url":"#mac-集群的未来","depth":2},{"title":"M5 及更高版本","url":"#m5-及更高版本","depth":3},{"title":"Mac Pro 的影响","url":"#mac-pro-的影响","depth":3},{"title":"安全与隐私考量","url":"#安全与隐私考量","depth":2},{"title":"为什么本地处理很重要","url":"#为什么本地处理很重要","depth":3},{"title":"实际性能基准","url":"#实际性能基准","depth":2},{"title":"推理速度对比","url":"#推理速度对比","depth":3},{"title":"延迟分析","url":"#延迟分析","depth":3},{"title":"每 Token 成本对比","url":"#每-token-成本对比","depth":3},{"title":"常见问题","url":"#常见问题","depth":2},{"title":"一个集群中可以连接多少台 Mac？","url":"#一个集群中可以连接多少台-mac","depth":3},{"title":"集群中的 Mac 需要完全相同吗？","url":"#集群中的-mac-需要完全相同吗","depth":3},{"title":"可以在集群中使用 Thunderbolt 4 Mac 吗？","url":"#可以在集群中使用-thunderbolt-4-mac-吗","depth":3},{"title":"集群所需的最小内存是多少？","url":"#集群所需的最小内存是多少","depth":3},{"title":"Mac 集群是用于训练还是仅用于推理？","url":"#mac-集群是用于训练还是仅用于推理","depth":3},{"title":"与云端 GPU 实例相比如何？","url":"#与云端-gpu-实例相比如何","depth":3},{"title":"集群可以 24/7 运行吗？","url":"#集群可以-247-运行吗","depth":3},{"title":"如果一个节点出现故障会怎样？","url":"#如果一个节点出现故障会怎样","depth":3},{"title":"在运行 AI 工作负载时可以使用集群吗？","url":"#在运行-ai-工作负载时可以使用集群吗","depth":3},{"title":"总结","url":"#总结","depth":2},{"title":"来源","url":"#来源","depth":2}],"estimatedTime":14}