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Generative AI System Design
Generative model systems: smart compose, translation, retrieval-augmented products, image and video generation. · 11 lessons. Read them top to bottom and tick each as you go.
Lessons
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- How to design a RAG system
- How to design an assistant chatbot
- How to design smart compose
- How to design a machine-translation system
- How to design text-to-image generation
- How to design text-to-video generation
- How to design image captioning
- How to design high-resolution image synthesis
- How to design a face generator
- How to design personalized headshots
- How to design an LLM serving system (a vLLM deep dive)