Shahroz’s Blog

Loading Models by Data Type

ml

pytorch

datatype

quantization

In this post, we will load machine learning models in different data types (full-precision or half-precision) and study their impact on the model’s performance.

Data Types for ML

ml

pytorch

datatype

quantization

We will be using Pytorch to discuss data types. Make sure it is installed and imported when following the code.

Building Lambda Layer using uv

python

uv

aws

lambda

You may have encountered the below error (or a related one) when bundling Python dependencies into a Lambda layer and using it in a Lambda function:

To New Beginnings

blog

This is the first post in my blog powered by Quatro ❤️.