Posts by Tag

TPU

Introduction to INT8 quantization in JAX

3 minute read

Introduction In this blog post, we will provide an intuitive introduction to a technique called quantization. The topic has always seemed a bit mysterious to...

Attention module in JAX

9 minute read

The attention module is the key ingredient of what makes up a transformer layer. In this blogpost we will show how to implement it from scratch in JAX alongs...

Multi chip performance in JAX

4 minute read

The larger the models we use get the more it becomes necessary to be able to perform training of machine learning models over multiple chips. In this blog po...

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Jax

Introduction to INT8 quantization in JAX

3 minute read

Introduction In this blog post, we will provide an intuitive introduction to a technique called quantization. The topic has always seemed a bit mysterious to...

Attention module in JAX

9 minute read

The attention module is the key ingredient of what makes up a transformer layer. In this blogpost we will show how to implement it from scratch in JAX alongs...

Multi chip performance in JAX

4 minute read

The larger the models we use get the more it becomes necessary to be able to perform training of machine learning models over multiple chips. In this blog po...

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Googlecloud

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Probability

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Probability with Python

Introduction to basic probability.

2 minute read

Let us start with the notion of a sample space. A sample space describes the set of all possible outcomes when performing an experiment.

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