Скачать или смотреть Masked Self-Attention from Scratch in Python

In this tutorial, we will review the algorithm for the masked self-attention and code it in numpy.

You can follow along here with the deep-ml problem set:
📌 https://www.deep-ml.com/problems/107?...

Table of Content
Introduction: 0:00
Self-Attention Theory: 0:32
Algorithm Recipe: 2:18
Code Step 1 - Compute QKV: 7:26
Code Step 2 Compute attention scores: 9:18
Code Step 3 Applying Mask: 10:10
Code Step 4 Softmax Calculation: 10:37
Code Step 5 Computing the Output: 12:50
Conclusion: 13:27

The algorithm is very commonly used in pretraining large language models, and being familiar with its quirks will allow you to better understand pre-training in LLMs.

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