Implement sliding-window causal attention in PyTorch

Easy

Attention Efficiency and Long Context1 / 5

Chapter 031 / 5

Attention Efficiency and Long Context

Easy

Target interface

sliding_window_attention(q, k, v, window)

Complete the starter code 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

Local draft

⌘/Ctrl↵to submit

AI review

Ready when you are

Submit your solution for a score and feedback on correctness, edge cases, and clarity. Any correct approach is accepted.

Chapter 031 / 5

Attention Efficiency and Long Context

Easy

Target interface

sliding_window_attention(q, k, v, window)

Complete the starter code in the editor. Any correct approach is accepted.

Hints0 / 2

Reference solution

Your own code stays in the editor.