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Datasets
All datasets matching “ymr”icml17708-grok-grokking-repro
To Grok Grokking — independent reproduction
This package independently reproduces and audits the five requested claims of
To Grok Grokking: Provable Grokking in Ridge Regression by Mingyue Xu, Gal
Vardi, and Itay Safran (ICML 2026 paper 17708; OpenReview 5nNNVY8NW4; arXiv
2601.19791, v3). Reproduction date: 2026-07-16.
Outcome first
The ridge mechanism and its hyperparameter predictions reproduce strongly, but
the package does not support every claim without… See the full description on the dataset page: https://huggingface.co/datasets/YMRohit/icml17708-grok-grokking-repro.ouroboros-kernel-corpus
OUROBOROS Verified Kernel Corpus
A set of fused Triton GPU kernels, written almost entirely by open-weight models inside the
OUROBOROS loop and then checked by a verifier the models can't fool. Every kernel here compiled,
matched PyTorch on an adversarial correctness sweep, and beat torch.compile max-autotune
before it was allowed in. No human-labeled data. The only teacher signal is the verifier's
verdict.
This is the training and evidence data behind:
the Kernel Mint Space… See the full description on the dataset page: https://huggingface.co/datasets/YMRohit/ouroboros-kernel-corpus.icml2026-64918-memorybench-repro-resultsicml2026-61269-d3llm-repro-resultsEmotionReasoning
Dataset Card for Dataset Name
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Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/YMRohit/EmotionReasoning.icml20531-adam-degenerate-repro
Independent reproduction: Adam on degenerate polynomials
This repository contains the independent code, predeclared claim contract, raw
results, audit scripts, and figures for ICML 2026 submission 20531,
“Towards Understanding Adam Convergence on Highly Degenerate Polynomials”
(OpenReview uYWVGk1Qt0, arXiv 2603.09581).
The implementation does not depend on author code. It explicitly implements
the paper's asymptotic model: uncorrected Adam, zero epsilon, and monomial
objectives… See the full description on the dataset page: https://huggingface.co/datasets/YMRohit/icml20531-adam-degenerate-repro.