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Final External Boundary — 2026-04-14

Complete inside this repo

  • Local no-server runtime
  • Bundled baseline model
  • Direct GGUF / .llamafile switchover
  • Timeout and runtime receipt system
  • Benchmark / scoring / promotion shell
  • User setup, validation, and operator scripts
  • GGUF production contract and release-event path

External by nature

  • Upstream flagship model-family base weights
  • Upstream merge implementation for that family
  • Upstream GGUF conversion toolchain for that family
  • Upstream quantization tooling for that family

Once those are supplied, this repo can build, register, validate, and use the real flagship GGUF end to end.