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Skill Topic · Cinematic

⚡ Quantization — Float32 se Int8/Int4 tak

Deep Learning Series #69 — Model ko lighter banao — FP32→INT8→INT4, PTQ, QAT sab! 4× chhota, 2-4×…

Overview
🌟

⚡ Quantization — Float32 se Int8/Int4 tak — Quick Facts

📌

Method: Type

🎯

Dynamic PTQ: Post-training

Static PTQ: Post-training

🔑

QAT: Training-time

Topic 1
📥 📥 🧠 🔬 💡 🎯

💡 Quantization Overview

📚 ` ┌──────────────────────────────────────────────────────────┐ │ QUANTIZATION │ │ │ │ ───…
Topic 2

📊 Quantization Methods Comparison

💡 | Method | Type | Bits | Calibration | Accuracy | Use Case |…
Topic 3

💻 Quantization Engine

🎯 `python ============================================ Quantization Engine…
Topic 4

❓ Quiz

💡

a) Same hai

🔑

b) Symmetric me range [-max, max]…

c) Symmetric better hai hamesha

🎯

a) Same hai

Comparison

📊 Quantization Methods Comparison

⚖️

Dynamic PTQ: Post-training

⚖️

Static PTQ: Post-training

⚖️

QAT: Training-time

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 1

⚡ Quantization — Float32 se Int8/Int4 tak ka sabse sahi definition kya hai?

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 2

⚡ Quantization — Float32 se Int8/Int4 tak ka 'Dynamic PTQ' kya hai?

Complete! 🎉
COMPLETE

⚡ Quantization — Float32 se Int8/Int4 tak Complete!

Aliens School · HIEN · Cinematic Knowledge

⚡ Quantization — Float32 se Int8/Int4 tak Complete

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