### Recommended Preparation #### Coding Practice - Focus on implementing data structures like LFU cache. - Practice extending solutions to distributed systems. #### Machine Learning - Understand the implementation details of GPT models. - Study different compo...
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The onsite interview consisted of three rounds. In the system design round, I addressed the LLM quality validation system design from three perspectives: 1. Validation at different levels: layer-by-layer, tensor, logits, tokens. 2. Using different methods: llm...
The React question involved displaying 10 boxes on a page, each with a length and width of 100 pixels. I was instructed to use `display: flex` and `flex-wrap` to ensure proper wrapping. **Follow-up questions:** 1. How to scale if we have 100 boxes? (pagination...
### Phone Screen The first part focused on ML knowledge. The interviewer didn't ask basic definitions but instead delved deeply into my projects. Questions covered model selection, training details, and evaluation. Some typical questions were: * How did I eval...
