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AI Engineer (LLM & Generative AI)
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Deployment

AI Engineer (LLM & Generative AI)

Deployment questions

5 questions on Deployment 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

Evaluation 12 RAG 11 Embeddings 8 Tool Calling 8 LLM Basics 7 Reliability 7 Sampling 6 Vector Search 6 Agents 6 Prompt Design 5 Transformers 5 Structured Output 5 Latency 5 Security 5 ML Basics 4 Fine Tuning 4 Retrieval Metrics 4

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