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Top p sampling from probs v202048

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sampling

Top-p (nucleus) sampling from probabilities with vocab_size=202048. Filters probabilities using cumulative probability threshold, then samples from the filtered distribution. Captured from Llama 4 Scout/Maverick.

Current records

No published measurement for the selected workload.

Implementations

Implementation
Runtime
Best latency
Evidence
Availability
python
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Apache-2.0 · source

Semantics

Inputs and outputs
probsfp32 [batch_size, vocab_size]
top_pfp32 [batch_size]
samplesint64 [batch_size]
Axes and behavior
batch_sizevariable
vocab_sizeconstant = 202048
determinismunspecified
constraintsNo mutation or aliasing
Identity
aliastop_p_sampling_from_probs_v202048modelllama-4-scoutsha2569668016be640…
No source imports for this operation yet.How records are decidedJSON