A comprehensive, beginner-friendly tutorial project on Activation-aware Weight Quantization (AWQ) — from mathematical foundations to hands-on model quantization and inference. We walk through ...
The general definition of quantization states that it is the process of mapping continuous infinite values to a smaller set of discrete finite values. In this blog, we will talk about quantization in ...
Quantization is good when it works, but it’s difficult to know what's wrong when it doesn't satisfy the accuracy we expect. Debugging the accuracy issue of quantization is not easy and time consuming.
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