Implement Autoregressive Decoding Strategies

Quick Overview

This question evaluates proficiency with autoregressive sequence generation, probabilistic sampling methods (greedy, top-k, top-p), softmax-based probability manipulation, and correct handling of end-of-sequence tokens.

Implement Autoregressive Decoding Strategies

Company: Cohere

Role: Machine Learning Engineer

Category: Coding & Algorithms

Difficulty: medium

Interview Round: Onsite

Overview: This question evaluates proficiency with autoregressive sequence generation, probabilistic sampling methods (greedy, top-k, top-p), softmax-based probability manipulation, and correct handling of end-of-sequence tokens.

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Cohere
May 23, 2026
mediumMachine Learning EngineerOnsiteCoding & Algorithms
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