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[docs] Benchmark suite and ruleset proposal - #468

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arekay/bench_suite_proposal
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[docs] Benchmark suite and ruleset proposal#468
arekay-nv wants to merge 1 commit into
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arekay/bench_suite_proposal

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What does this PR do?

Adds a proposed Benchmark Suite spec: a git-versioned catalog of models, datasets, and per-benchmark contracts, with a cohort ruleset that freezes the valid benchmark IDs, suite version, and seed sets. A submission names only cohort, seed set, and benchmark (plus submitter-owned concurrency/endpoints); the client inlines the suite contract and the checker validates the run against it. Worked YAML examples cover DeepSeek-R1 and gpt-oss-120b (including multi-dataset accuracy, generation overrides, and gates). No code changes — this is the design source of truth for a follow-on schema/POC.

Type of change

  • Bug fix
  • New feature
  • Documentation update
  • Refactor/cleanup

Related issues

Testing

  • Tests added/updated
  • All tests pass locally
  • Manual testing completed

Checklist

  • Code follows project style
  • Pre-commit hooks pass
  • Documentation updated (if needed)

Signed-off-by: Rashid Kaleem <230885705+arekay-nv@users.noreply.github.com>
@arekay-nv
arekay-nv requested a review from a team August 25, 2026 21:37
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MLCommons CLA bot All contributors have signed the MLCommons CLA ✍️ ✅

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github-actions Bot requested a review from nvzhihanj August 25, 2026 21:37
@github-actions github-actions Bot added the size/normal PR Review Policy: <=500 non-test lines & <=20 files label Aug 25, 2026
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