Theory of Intelligence
AI ENGINEERING & MLOPS•Deployment And Serving•Inference Optimization•2.2 Distillation & Pruning

Introduction

Subtopics: Knowledge Distillation, Pruning and Speculative Decoding.

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Introduction

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Discuss theoretical concepts, mathematical formulas, and architectural foundations.

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2.1 Quantization
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2.3 Batching, Caching & GPUs