chore: import upstream snapshot with attribution
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<!-- Loaded on-demand when Claude works on Ray Train files. -->
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<!-- Keep under 50 lines. Multi-step procedures → skills. Code style → rules/. -->
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# Ray Train
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## Key Modules
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<!-- Entry points, important abstractions, non-obvious dependencies -->
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## Gotchas
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<!-- Non-obvious behaviors, common mistakes, things that break silently -->
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<!-- Add Ray Train team-specific rules here as .md files. -->
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<!-- Rules with paths: frontmatter only load when matching files are edited. -->
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<!-- Example:
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---
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paths:
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- "python/ray/train/**/*.py"
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---
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- Use the base trainer interface for new training backends
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-->
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