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Skill Topic · Cinematic

⚡ LLM Serving — vLLM, TGI, Triton, GGUF Inference

MLOps Series #59 — LLM inference engines, batching, KV-cache, speculative decoding, quantized…

Overview
🌟

⚡ LLM Serving — vLLM, TGI, Triton, GGUF Inference — Quick Facts

📌

Engine: Type

🎯

vLLM: Open-source

TGI: HuggingFace

🔑

Triton: NVIDIA

Topic 1
📥 ⚙️ 🔬 💡

💡 LLM Serving Architecture

📚 ` ┌──────────────────────────────────────────────────────────────┐ │ LLM SERVING PIPELINE…
Topic 2

📊 LLM Serving Engines Comparison

💡 | Engine | Type | Batching | Quantization | Multi-GPU | Best For |…
Topic 3
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💻 LLM Serving Manager

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name: vllm

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"--model"

"{model}"

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"--tensor-parallel-size"

Topic 4

❓ Quiz

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a) Page rendering

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b) KV-cache ko virtual memory ki…

c) Pagination API

🎯

a) Same hai

Comparison

📊 LLM Serving Engines Comparison

⚖️

vLLM: Open-source

⚖️

TGI: HuggingFace

⚖️

Triton: NVIDIA

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 1

⚡ LLM Serving — vLLM, TGI, Triton, GGUF Inference ka sabse sahi definition kya hai?

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 2

⚡ LLM Serving — vLLM, TGI, Triton, GGUF Inference ka 'vLLM' kya hai?

Complete! 🎉
COMPLETE

⚡ LLM Serving — vLLM, TGI, Triton, GGUF Inference Complete!

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⚡ LLM Serving — vLLM, TGI, Triton, GGUF Inference Complete

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