Write unit tests for causal masking (no token may attend to the future)

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Research Engineering & Debugging3 / 8

Chapter 253 / 8

Research Engineering & Debugging

Write unit tests for causal masking (no token may attend to the future)

Medium

Target interface

test_causal_no_future_leak(model, vocab=100, T=8, seed=0)

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

Hints0 / 2

Reference solution

Your own code stays in the editor.

solution.pyPython

Local draft

import torch

def test_causal_no_future_leak(model, vocab=100, T=8, seed=0):
    raise NotImplementedError

def test_causal_mask_is_triangular(attn_weights):
    raise NotImplementedError

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Chapter 253 / 8

Research Engineering & Debugging

Write unit tests for causal masking (no token may attend to the future)

Medium

Target interface

test_causal_no_future_leak(model, vocab=100, T=8, seed=0)

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

Hints0 / 2

Reference solution

Your own code stays in the editor.