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📋 Topic 44: Instruction Tuning

Course: LLM Engineering — Pair 44/80 Section: 5 — Fine-Tuning (FINAL) Level: ⭐⭐⭐⭐ Advanced Prev:…

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📚 ` ┌─────────────────────────────────────────────────────────────┐ │ ✅ Instruction Tuning…
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📚 1. Instruction Tuning Overview

💡 ` ┌──────────────────────────────────────────────────────────────────┐ │ INSTRUCTION…
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📊 2. Instruction Data Formats

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

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Self-Instruct data generation

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Evol-Instruct complexity evolution

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Multi-task instruction creation

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Quality filtering + dedup

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🧠 5. Quiz Time!

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A) Empty dataset

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B) Seed tasks (175 initial…

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C) Pre-trained model weights

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D) User queries

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✨ ⬅️ Previous: 43-Domain-Fine-Tuning.md ➡️ Next: 45-LLM-Serving.md 📋 Instruction Tuning =…
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