Implement sliding-window causal attention in PyTorch

Easy

Attention Efficiency & Long Context1 / 5

Chapter 031 / 5

Attention Efficiency & Long Context

Easy

Target interface

sliding_window_attention(q, k, v, window)

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
import torch.nn.functional as F

def sliding_window_attention(q, k, v, window):
    raise NotImplementedError

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Chapter 031 / 5

Attention Efficiency & Long Context

Easy

Target interface

sliding_window_attention(q, k, v, window)

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

Hints0 / 2

Reference solution

Your own code stays in the editor.