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🌐 Topic 60: Model Serving

Course: NLP Advanced — Section 7: Production NLP Topic: 60 of 75 | Prev: 59-Training-Scale.md |…

Overview

🌐 Topic 60: Model Serving — Quick Facts

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Prev: [59-Training-Scale.md](59-Training-Scale.md): Next: 61-NLP-Edge.md

Topic 1

🎯 Overview

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Model Serving = trained NLP model…

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Key concerns: latency (fast…

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Architecture: model loading →…

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Patterns: REST API, gRPC,…

Topic 2

🔄 Model Serving Architecture

💡 ` ┌─────────────────────────────────────────────────────────────────┐ │ Production Model…

Topic 3

🐍 Complete Python Implementation

🎯 `python ============================================================ NLP Model Serving —…

Topic 4

📊 Serving Patterns Comparison

⭐ | Pattern | Latency | Throughput | Use Case | |---------|---------|-----------|---------|…

Topic 5

❓ Quiz — 5 MCQs

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A) Code simple hota hai

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B) Multiple requests batch me GPU…

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C) Latency badh jaati hai

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D) Memory save hota hai

Topic 6

🔗 Navigation

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Comparison

📊 Serving Patterns Comparison

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REST API: Medium

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gRPC: Low

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Streaming: Variable

Quick Quiz

Quiz — Question 1

🌐 Topic 60: Model Serving ka sabse sahi definition kya hai?

Complete! 🎉

🌐 Topic 60: Model Serving Complete!

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