Describe how the transformer architecture works
Algorithm Developer Interview Questions
982 algorithm developer interview questions shared by candidates
Design a system in C++ of filing directory
There are many other candidates with PhDs who are more qualified than you. Why are you looking to switch to this role?
General questions regarding the background and previous experiences, connection to the role, and problem solving abilities.
What are the relevant projects that you have done?
Technical Assessment (20 minutes) LeetCode Question: Longest Palindromic Substring Coding live where the interviewer can see your code on a shared editor. Discussion and Questions (40 minutes) Self-Introduction Project Discussion: Explain a project related to LLM LLM Creation: How is a Large Language Model created? Model Architectures: Explain the different models and their architectures (e.g., GPT, LLAMA, Falcon, BLOOM) Positional Embeddings: What is the purpose of positional embeddings? Normalization Techniques: Difference between BatchNorm and LayerNorm Retrieval-Augmented Generation (RAG): - What is RAG? Explain its purpose. - Even if you use RAG, there are hallucinations occurring. Why is this so and what can you do to mitigate? - What other current academic advancements in RAG? Explain about some frameworks that are trending. Scenario Question: If we have large-scale data (billions of records) from the web, how can I efficiently select math-related data? Discuss using distributed computing frameworks if possible.
Basic OR questions about cuts in MIPs, heuristic algorithms and so on.
how you deal with a tough situation
RLS, LMS difference
5)write program to read data from text file.
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