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LlamaIndex Profiler Setup
Linked challenge: AWS Neuron vs GPU Accelerator Profiler with LlamaIndex and Llama 3.3 70B
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Using `from llamaindex.core import VectorStoreIndex, Selector` and Llama 3.3 70B model profiles, design a hardware profile analyzer that calculates required memory bandwidth for a 4k context query.