FREE PDF · THE INFERENCE AI

50 LLM Interview Questions, with crisp answers

The free revision guide for GenAI & LLM engineer interviews. Every answer is 2–5 sentences, plus the follow-up question interviewers love to ask.

What's inside

• 8 sections: LLM basics → tokens & embeddings → attention → decoding → RAG & vector DBs → LoRA, QLoRA, RLHF, DPO → prompting & agents → evaluation & serving
• Serving, explained simply: KV cache, quantization, continuous batching and speculative decoding
• Sourced, not guessed: every number traced to the original paper or official docs, with a references page so you can go deeper

Free. 20 pages. Read it in one sitting, revise it the night before. Made for students, freshers and developers preparing for their first GenAI / LLM engineer role.

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