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📦 Topic 36: Dataset Preparation — Fine-Tuning Ka Foundation

Course: LLM Engineering — Pair 36/80 Section: 5 — Fine-Tuning Level: ⭐⭐⭐⭐ Advanced Prev:…

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🎯 Is Topic Me Kya Seekhoge?

📊 ` ┌─────────────────────────────────────────────────────────────┐ │ ✅ Fine-tuning dataset…
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📚 1. Dataset Formats Overview

💾 ` ┌──────────────────────────────────────────────────────────────────────┐ │ COMMON…
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📊 2. Data Quality Checklist

🗄️ ` ┌────────────────────────────────────────────────────────────────┐ │ Quality Factor │…
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💻 3. Complete Python Implementation

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Multi-format support…

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Data cleaning & quality filtering

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Deduplication (exact + fuzzy)

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Train/val/test splitting

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🧠 5. Quiz Time!

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A) CSV

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B) Instruction format…

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C) XML

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D) Binary

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📉 ⬅️ Previous: 35-Fine-Tuning-Intro.md ➡️ Next: 37-LoRA-QLoRA.md 📦 Good data = Good model.…
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📦 Topic 36: Dataset Preparation — Fine-Tuning Ka Foundation ka sabse sahi definition kya hai?

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