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07 · Make Models Efficient
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Quantization
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07 · Make Models Efficient
Quantization
Reducing model size by compressing weight precision
🔴 MUST
🧠 Understand
👁️ Visualize
✏️ Calculate
⚖️ Compare
🗣️ Explain
9 subtopics — click to study
Why Quantization?
🔴
FP32
🟡
FP16
🔴
BF16
🟡
INT8
🔴
INT4
🔴
Weight Quantization
🔴
Activation Quantization
🟡
Accuracy vs Efficiency
🔴
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