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Congratulations on
making it to the end of this short course.

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In the short course, you tried your hands
at different variants of linear

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quantization methods and implemented them
from scratch using PyTorch.

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You also built a quantizer to quantize
any model in eight-bit precision.

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Finally, you learned about
some important challenges

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when it comes to quantization,
such as weights packing.

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And you implemented the packing
and unpacking algorithm by hand.

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We encourage you to explore
other quantization methods

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available on the Hugging Face transformers.

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And we hope this course will give you
all the tools you need

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to get started with quantizing any model.

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And if you find this course helpful, maybe
you can even share it with your friends.