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🐳 Topic 52: LLM Deployment — Docker, Kubernetes, Cloud

Course: LLM Engineering — Pair 7 of Section 6: LLM Ops & Serving Level: ⭐⭐⭐⭐ Advanced Prev:…

Topic 1

🎯 Is Topic Me Kya Sikhoge?

☁️ 1. LLM ko production me deploy karna — containers se clouds tak 2. Docker me LLM serve…

Topic 2

📚 Kyun Zaroori Hai? (Real-World Need)

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Models 2GB se 200GB tak hote hain

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GPU memory management critical hai

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Latency sensitivity — users ko…

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Cost management — GPU instances…

Topic 3

🏗️ LLM Deployment Architecture Overview

🔒 ` ┌─────────────────────────────────────────────────────────────────┐ │ LLM DEPLOYMENT…

Topic 4

🐳 Docker Me LLM Deploy Karna

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driver: nvidia

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"{self.config.port}:{self.config.po…

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model-cache:/models

🎯

/dev/shm:/dev/shm

Topic 5

☸️ Kubernetes Deployment

📡 K8s Architecture for LLMs `…

Topic 6

☁️ Cloud Deployment Patterns

🚀 Cloud Provider Comparison `…

Topic 7

🔄 CI/CD for LLM Models

💾 ` ┌─────────────────────────────────────────────────────────┐ │ LLM CI/CD PIPELINE │…

Topic 8

📊 Deployment Strategy Comparison

🔧 ` ┌─────────────────────────────────────────────────────────────────┐ │ DEPLOYMENT…

Topic 9

❓ Quiz — 5 MCQs

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A) Log storage ke liye

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B) GPU driver installation ke liye

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C) Model loading ke liye shared…

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D) Network configuration ke liye

Topic 10

🔗 Navigation

🌐 ⬅️ Previous: 51-LLM-Security.md | ➡️ Next: 53-LLM-Gateway.md Pro Tip: 🐳 LLM deployment me…

Quick Quiz

Quiz — Question 1

🐳 Topic 52: LLM Deployment — Docker, Kubernetes, Cloud ka sabse sahi definition kya hai?

Complete! 🎉

🐳 Topic 52: LLM Deployment — Docker, Kubernetes, Cloud Complete!

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