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🖥️ Topic 45: LLM Serving & Inference

Course: LLM Engineering — Pair 45/80 Section: 6 — LLM Ops Level: ⭐⭐⭐⭐ Advanced Prev:…

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🎯 Is Topic Me Kya Seekhoge?

📚 ` ┌─────────────────────────────────────────────────────────────┐ │ ✅ LLM Serving kya hai…
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📚 1. LLM Serving Architecture

💡 ` ┌──────────────────────────────────────────────────────────────────┐ │ LLM SERVING…
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📊 2. Serving Frameworks Comparison

🎯 ` ┌──────────────────────────────────────────────────────────────────┐ │ Framework │ Key…
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💻 3. Complete Python Implementation

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Continuous batching

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KV cache management

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Auto-scaling

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Request queue management

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🧠 5. Quiz Time!

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A) Faster tokenization

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B) PagedAttention — efficient KV…

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C) Better quantization

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D) Multi-GPU training

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✨ ⬅️ Previous: 44-Instruction-Tuning.md ➡️ Next: 46-Quantization.md 🖥️ LLM Serving = model…
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🖥️ Topic 45: LLM Serving & Inference ka sabse sahi definition kya hai?

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