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feat(preprocessor): unified chat templates with vendored jinja.cpp and per-model backend selection - #707

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Aharrypotter:feat/chat-template-pipeline

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feat(preprocessor): unified chat templates with vendored jinja.cpp and per-model backend selection#707
Aharrypotter wants to merge 4 commits into
UbiquitousLearning:mainfrom
Aharrypotter:feat/chat-template-pipeline

Commits on Sep 5, 2026
- feat(preprocessor): unify chat templates behind ChatPreprocessor with vendored jinja.cpp
  Aharrypotter
  committed
  31d65d5
- feat(models): route the ChatML runners through ChatPreprocessor
  Aharrypotter
  committed
  e25b43a
Commits on Sep 6, 2026
- build(jinja): consume jinja.cpp as a fork submodule instead of a vendored patch
  Aharrypotter
  committed
  af925c6
- fix(preprocessor): reject control tokens in message and tool content
  Aharrypotter
  committed
  320515f