Added Benchmark Evaluation Framework with CORE Benchmark Suite#403

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Jasmine-Yuting-Zhang wants to merge 18 commits intomainfrom

Commits on Oct 28, 2025

Initial support for the Nanochat model and its evaluation benchmark (core_eval.py).
baochunli
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Added support for vendoring the external Nanochat repo as a git submodule under 'external/nanochat'.
baochunli
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ruff check --fix & ruff format.
baochunli
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Commits on Oct 31, 2025

Added specific logging output for CORE benchmark metrics.
Jasmine-Yuting-Zhang
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Commits on Nov 7, 2025

Commits on Nov 8, 2025

Updated nanochat README with setup and troubleshooting notes.
Jasmine-Yuting-Zhang
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Commits on Nov 13, 2025