Character.AI ML inference round interview

Round 5 of 8

See the whole loop
Format
Discussion
They grade
How LLMs are served: KV cache, batching, GPU memory, tokens per second, cost per conversation
Heads-up
Training knowledge is not expected for software roles; ML engineers get PyTorch internals, distributed training and evaluation instead.

Questions

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