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README.md
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# Tiny memorization synthetic datasets
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Uniformly-random token datasets replicating the methodology of
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["How much do language models memorize?"](https://huggingface.co/papers/2505.24832)
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(arXiv:2505.24832).
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Each variant `/<tag>/dataset_tokens.npy` is an `(N, 65)` int64 array: a BOS token
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(id 2048) followed by 64 uniform iid tokens in `[0, 2048)`. The exact entropy is
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`H = N * 64 * log2(2048) = N * 704` bits (see each `generation_params.json`).
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Tokens are sampled with `numpy.random.default_rng(seed)`; the seed is recorded per variant.
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