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ibm.com
What is Quantization? | IBM
Quantization is the process of reducing the precision of a digital signal, typically from a higher-precision format to a lower-precision format.
Jul 29, 2024
Quantization Basics
Quantization (Basics, Working Principle, Waveforms, Quantization Error
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Have you used quantization with an open source machine learning library, and wondered how quantization works? How can you preserve model accuracy as you compress from 32 bits to 16, 8, or even 2 bits? In our new short course, Quantization in Depth, taught by Hugging Face's Marc Sun and Younes Belkada, you'll learn to implement variants of linear quantization, such as asymmetric and symmetric modes, from scratch. You'll also quantize at different granularities (per-tensor, per-channel, per-group)
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