Implement scaled dot-product attention with a causal mask in numpy

Easy

Transformer Architecture Internals1 / 7

Chapter 011 / 7

Transformer Architecture Internals

Easy

Target interface

scaled_dot_product_attention(Q, K, V, causal=True)

Implement the function/class skeleton in the editor. Any correct approach is accepted.

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Reference solution

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solution.pyPython

Local draft

import numpy as np

def scaled_dot_product_attention(Q, K, V, causal=True):
    raise NotImplementedError

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Chapter 011 / 7

Transformer Architecture Internals

Easy

Target interface

scaled_dot_product_attention(Q, K, V, causal=True)

Implement the function/class skeleton in the editor. Any correct approach is accepted.

Hints0 / 2

Reference solution

Your own code stays in the editor.