sampling: add K-Shift sampler#10048

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MaggotHATE wants to merge 30 commits intoggml-org:masterfrom

MaggotHATE:k-shift2

Commits on Oct 25, 2024

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Merge branch 'ggerganov:master' into k-shift2
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Commits on Nov 2, 2024

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Merge branch 'ggerganov:master' into k-shift2
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Commits on Nov 4, 2024

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Merge branch 'ggerganov:master' into k-shift2
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Commits on Nov 6, 2024

Merge branch 'ggerganov:master' into k-shift2
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Commits on Nov 7, 2024

Commits on Nov 8, 2024

Fix to guarantee K-Shift on the first step only
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Commits on Nov 9, 2024

Added `shift_p_min` parameter to control probabilities
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