Sambanova Systems | Software Engineer (Senior) | Coding | Onsite

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Interview date

May 8, 2026

Company

Sambanova Systems

Role

Software Engineer

Level

Senior

Region

NA (North America)

Round type

Coding

Team/Org

Samba

Stage

Onsite

""" Coding Interview Question: Implement a KV Cache Registry Background: In large language models (LLMs), a KV cache (Key Value cache) stores intermediate representations to speed up autoregressive generation. Given a sequence of token IDs as a prompt , the KV cache stores computed values such that each cache[i] corresponds to prompt[:i+1] , meaning it depends on all tokens from the start up to index i . Problem Stat...

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