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🤖 Topic 44: LLM Serving — vLLM, TGI, Ollama

Course: AI Infrastructure — Section 5: Model Serving & Inference Topic: 44 of 70 | Prev:…

Overview
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🤖 Topic 44: LLM Serving — vLLM, TGI, Ollama — Quick Facts

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Prev: [43-Edge-Deployment.md](43-Edge-Deployment.md): Next: 45-CICD-ML.md

Topic 1
📥 📥 🧠 🔬 💡 🎯

🎯 Overview

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LLM Serving = Large Language…

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Regular model serving se alag:…

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Key challenge: tokens one by one…

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Solutions: vLLM (PagedAttention),…

Topic 2
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🏗️ LLM Serving Architecture

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ LLM SERVING STACK │…
Topic 3
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🐍 Complete Python Implementation

🎯 `python ============================================================ LLM Serving —…
Topic 4
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📊 LLM Engine Selection

⭐ | Use Case | Best Engine | Why | |----------|------------|-----| | Local dev | Ollama |…
Topic 5
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❓ Quiz — 5 MCQs

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A) Bigger models

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B) PagedAttention — KV cache ko…

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C) Better training

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D) Smaller models

Topic 6
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🔗 Navigation

✨ ⬅️ Previous: 43-Edge-Deployment.md | ➡️ Next: 45-CICD-ML.md Section 5 Complete! 🎉 Model…
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🤖 Topic 44: LLM Serving — vLLM, TGI, Ollama ka sabse sahi definition kya hai?

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