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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.

《中华人民共和国城市居民委员会组织法》已由中华人民共和国第十四届全国人民代表大会常务委员会第十八次会议于2025年10月28日修订通过,现予公布,自2026年1月1日起施行。

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Operating Systems

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python scripts/convert_nemo.py --dump model.nemo # inspect checkpoint keys

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