Something profound has changed in how people find information online, and most website owners haven't noticed yet. The change isn't about a new Google algorithm update or a shift in social media platforms. It's about where people go when they have questions that need answering.
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Git packfiles use delta compression, storing only the diff when a 10MB file changes by one line, while the objects table stores each version in full. A file modified 100 times takes about 1GB in Postgres versus maybe 50MB in a packfile. Postgres does TOAST and compress large values, but that’s compressing individual objects in isolation, not delta-compressing across versions the way packfiles do, so the storage overhead is real. A delta-compression layer that periodically repacks objects within Postgres, or offloads large blobs to S3 the way LFS does, is a natural next step. For most repositories it still won’t matter since the median repo is small and disk is cheap, and GitHub’s Spokes system made a similar trade-off years ago, storing three full uncompressed copies of every repository across data centres because redundancy and operational simplicity beat storage efficiency even at hundreds of exabytes.
什么是停止标记？ 停止标记是告知模型何时停止生成数据的特殊标记。对于 FunctionGemma，需要两个停止标记：<end_of_turn — 消息结束，<start_function_response — 模型停止并等待函数结果。
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