Implement Autoregressive Decoding Strategies

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Q: What difficulty level is this coding question?

This is a medium difficulty Coding & Algorithms question, commonly asked during Onsite rounds at Cohere.

Q: What role is this question designed for?

This question is commonly asked for Machine Learning Engineer candidates at Cohere during technical interviews.

Question

Implement Autoregressive Decoding Strategies

PracHub · Accepted Answer

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.

Quick Overview

Implement Autoregressive Decoding Strategies