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Sanitized code, reports, and manifests from the NVIDIA Nemotron Model Reasoning Challenge.

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[2026-06] NVIDIA Nemotron Competition Research Snapshot

This is the source-only public record of research around the NVIDIA Nemotron Model Reasoning Challenge. It retains reviewable scripts, dependency information, and compact model-structure audits. It does not redistribute competition records or carry large model artifacts in Git history.

Contribution summary

This snapshot contributes first-party recipe, evaluation, and model-structure audit scripts together with aggregate research evidence and provenance for separately released reviewed outputs. Competition records, copied upstream weights, and credentials remain outside the public boundary.

What is here

  • first-party preparation, evaluation, and artifact-inspection scripts;
  • dependency information for reconstructing the software environment;
  • scalar model and adapter audit outputs with no competition rows, prompts, answers, predictions, or trace text;
  • an aggregate-only historical evaluation summary.
  • nine first-party Kaggle recipe scripts and two zero-output notebook sources, released with dependency metadata under recipes/.

What is deliberately absent

  • organizer-provided competition data, prompt text, IDs, labels, answers, and predictions;
  • record-level evaluator exports, token/context traces, and replay payloads;
  • copied notebooks and upstream model files; and
  • credentials, local paths, caches, and virtual environments.

Reviewed first-party model/submission outputs are published separately from this source tree in the OpenKaggle Nemotron Model and Submission Artifacts dataset. Its manifest and SHA-256 file identify the bytes; it does not make this repository a mirror of organizer data or copied upstream weights.

The original local workspace remains a mixed-provenance working archive. It is not mirrored here, and this repository is not a claim that every local file is eligible for redistribution.

Reproduce responsibly

Read DATA_SOURCES.md before running a script. Obtain competition inputs only from the official source after accepting the applicable rules. ARTIFACTS.md distinguishes reconstructible sources from separately released, reviewed artifacts. The public release gate and its history-cleanup receipt are in RELEASE_MANIFEST.md. The recipe-specific boundary and a source-to-Kaggle provenance map are in recipes/README.md.

Licensing and evidence

No license is granted for NVIDIA, Kaggle, organizer data, third-party models, or third-party adapters. The linked artifact dataset states the licence for each original OpenKaggle-authored output and preserves upstream boundaries. Individual retained source files may carry their own notices. Aggregate numbers are historical research receipts, not a claim of a current leaderboard result.

Cite this repository

For this source snapshot, cite CITATION.cff or CITATION.bib and use the tagged snapshot-2026-09 source state. Cite the separate model/submission artifact dataset independently when using those bytes.

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Sanitized code, reports, and manifests from the NVIDIA Nemotron Model Reasoning Challenge.

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