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Top k top p sampling from probs v262208

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sampling

Top-k top-p (nucleus) sampling from probabilities with vocab_size=262208. Filters probabilities using top-k and top-p constraints, then samples from the filtered distribution. Captured from Gemma 3 27B.

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Implementations

Implementation
Runtime
Best latency
Evidence
Availability

Semantics

Inputs and outputs
probsfp32 [batch_size, vocab_size]
top_kint32 [batch_size]
top_pfp32 [batch_size]
samplesint64 [batch_size]
Axes and behavior
batch_sizevariable
vocab_sizeconstant = 262208
determinismunspecified
constraintsNo mutation or aliasing
Identity
aliastop_k_top_p_sampling_from_probs_v262208modelgemma-3-27bsha2561824c0752a0b…
No source imports for this operation yet.How records are decidedJSON