Card: standardized form with hero

Standardize card: usage-first

Update usage snippet for kernels 0.16

logits-processor: sort-free block-parallel sampler (radix-select keep-threshold + Gumbel-max)

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Add logits-processor source, tests, and model card

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initial commit