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让我们详细了解一下模型准备流程——从微调到最终生成可在设备端运行的格式。理解这一点至关重要,因为 Google 最初只发布了 PyTorch 格式的 FunctionGemma 模型,而移动端部署需要进行格式转换。

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A useful mental model here is shared state versus dedicated state. Because standard containers share the host kernel, they also share its internal data structures like the TCP/IP stack, the Virtual File System caches, and the memory allocators. A vulnerability in parsing a malformed TCP packet in the kernel affects every container on that host. Stronger isolation models push this complex state up into the sandbox, exposing only simple, low-level interfaces to the host, like raw block I/O or a handful of syscalls.