Quiz · 8 questions
🚀 Deployment & Production
Serialization, ONNX, quantization, serving, edge, MLOps. Get the model off your laptop.
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Quiz
01What's the modern recommended export system for serving PyTorch models?
02Where is PyTorch's modern quantization being migrated to?
03What is knowledge distillation?
04Which option is best for serving large language models specifically?
05Which deployment target makes sense for an iOS-only app on Apple Silicon?
06Why doesn't unstructured pruning typically speed up inference much?
Hint
Why might 30% sparse be slower than dense on a GPU?
07What's the cardinal sin of model serving?
08What's the most important habit for production ML?
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