LLM-Interview-Questions-and-Answers: 100 LLM interview questions with answers
a day ago
- #interview-questions
- #LLM
- #prompt-engineering
- Repository includes 100+ LLM interview questions with answers.
- Prompt Engineering Techniques Hub with 25+ techniques and LangChain implementations.
- LLM Engineer Toolkit with 120+ LLM, RAG, and Agent related libraries.
- LLM, RAG, and Agents Survey Papers Collection with 200+ survey papers.
- Questions cover topics like positional embeddings, KV Cache, quantization, tokenization, self-attention, and more.
- Includes questions on LLM inference, decoding strategies, latency, batching, and efficiency techniques.
- Discusses prompt engineering, Chain-of-Thought prompting, few-shot prompting, and system prompts.
- Covers LLM fine-tuning, alignment tuning, LoRA, QLoRA, and parameter-efficient fine-tuning.
- Explores pretraining objectives, scaling laws, Mixture-of-Experts (MoE), and self-supervised learning.