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Shin, Jae Wook

Monday, July 22, 2024

About Quantization

Quantization 

https://paperswithcode.com/task/quantization

Vector Quantization 

  • https://ieeexplore.ieee.org/document/1162229
  • GPTVQ
  • Example: https://scikit-learn.org/stable/auto_examples/cluster/plot_face_compress.html


& Maarten Greentendorst

  • A Visual Guide to Quantization
  • Which Quantization Method is Right for You


- Quantization FP16 FP8, and INT8


Apple, WWDC

  • https://developer.apple.com/videos/play/wwdc2023/10047/
  • https://apple.github.io/coremltools/docs-guides/source/opt-overview.html (website)



Posted by Shin, Jae Wook at 6:02 AM

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Shin, Jae Wook
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