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gentle-codec-20260923-v1-final-recipes-adjacency5: full-test 1-seed greedy,guidance,mbr16, adjacency=5.0

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+ # MsTok matched XSum: final raw checkpoint, full test
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+
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+ 11,233 human-reference test documents; 1 generation seed(s). Single-run scores; seed standard error is not estimated. Adjacency penalty=5.0, window=1, frequency penalty=0, applied to each candidate BEFORE MBR selection. Greedy seed variance is expected to be zero; it is not an estimate of training-seed or document uncertainty. No new De–En experiment was run.
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+
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+ | Recipe | ROUGE-1 | ROUGE-2 | ROUGE-L | Gen PPL |
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+ |---|---:|---:|---:|---:|
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+ | greedy | 29.85 | 9.04 | 23.39 | 207.48 |
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+ | guidance | 30.43 | 9.15 | 23.65 | 247.10 |
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+ | mbr16 | 29.84 | 7.64 | 22.09 | 391.77 |
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+
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+ MBR@16 uses temperature 0.5, top-p 0.9, no guidance, and the release fast unstemmed ROUGE-1 consensus utility. Guided greedy uses the release level-ramped w=0.5. Final scoring uses Porter-stemmed ROUGE against original references, not codec-reconstructed references. See results.json for per-seed scores, prediction parity, candidate diversity and precise values.
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