大模型基础

题集来源:AMIT SHEKHAR(amitshekhariitbhu)收录项目:ai-engineering-interview-questions查看原题集

题目目录

80 道原题
  1. What are foundation models, and how have they changed AI engineering?

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  2. What is a Large Language Model (LLM), and how does it work?

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  3. Inside ChatGPT: What Happens After You Hit Enter?

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  4. What is the Transformer architecture and how does it work?

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  5. What are the key components of the Transformer architecture?

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  6. Walk me through what happens, step by step, in one forward pass of a decoder-only Transformer.

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  7. What is tokenization in LLMs?

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  8. Explain BPE (Byte Pair Encoding).

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  9. Explain WordPiece and SentencePiece.

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  10. What is positional encoding, and why is it needed in Transformers?

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