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๐Ÿค– Topic 68: Project โ€” LLM Infrastructure

Course: AI Infrastructure โ€” Section 9: Capstone Projects & Career Topic: 68 of 70 | Prev:โ€ฆ

Overview
๐ŸŒŸ

๐Ÿค– Topic 68: Project โ€” LLM Infrastructure โ€” Quick Facts

๐Ÿ“Œ

Prev: [67-Project-ML-Platform.md](67-Project-ML-Platform.md): Next:โ€ฆ

Topic 1
โœจ

๐ŸŽฏ Overview

๐Ÿ’ก

Capstone Project 2:โ€ฆ

๐Ÿ”‘

LLM = Large Language Models โ€” GPT,โ€ฆ

โšก

GPU memory management, KV-cache,โ€ฆ

๐ŸŽฏ

"LLM serve karna = 10x zyada GPU,โ€ฆ

Topic 2
๐Ÿ’ก ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿค– LLM Infrastructure Architecture

๐Ÿ’ก ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ LLM SERVINGโ€ฆ
Topic 3
โœจ

๐Ÿ Complete Python Implementation

๐ŸŽฏ `python ============================================================ Capstone Project โ€”โ€ฆ
Topic 4
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

โ“ Quiz โ€” 5 MCQs

๐Ÿ’ก

A) Model training speed

๐Ÿ”‘

B) KV-cache memory waste โ€” pagesโ€ฆ

โšก

C) Data storage

๐ŸŽฏ

D) Network latency

Topic 5
โœจ

๐Ÿ”— Navigation

๐Ÿ”‘ โฌ…๏ธ Previous: 67-Project-ML-Platform.md | โžก๏ธ Next: 69-Project-Realtime-Pipeline.md Proโ€ฆ
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Quiz โ€” Question 1

๐Ÿค– Topic 68: Project โ€” LLM Infrastructure ka sabse sahi definition kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿค– Topic 68: Project โ€” LLM Infrastructure Complete!

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