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AI Engineer (LLM & Generative AI)
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CI/CD

AI Engineer (LLM & Generative AI)

CI/CD questions

5 questions on CI/CD for ai engineer (llm & generative ai)s, easiest first.

Medium 1

Memory for 4-bit weightsmedium

Hard 4

Sizing the KV cachehard
Where generation time goeshard
Continuous batching in servinghard
Serving a mixture-of-experts modelhard

More AI Engineer (LLM & Generative AI) skills

RAG and vector search 26 LLM fundamentals 18 AI agents and tool calling 14 LLM evaluation 12 Transformers and LLM internals 11 Prompt engineering 9 Resilience and fault tolerance 7 Model serving and inference 7 LLM safety and guardrails 6 Deep learning and PyTorch 5 Performance and debugging 5 Web application security 5 Statistics and probability 4 Machine learning 4 Fine-tuning 4

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