<?xml version="1.0" encoding="UTF-8"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/sparse-attention-patterns</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/the-sparsity-principle</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/local-attention-windows</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/strided-attention-patterns</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/block-sparse-attention</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/combining-sparse-patterns</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/worked-example-tracing-information-flow</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/implementing-sparse-attention</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/practical-considerations</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/limitations-and-impact</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/summary</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/key-parameters</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sparse-attention-patterns-efficient-transformers/quiz</loc><lastmod>2025-06-25T00:00:00.000Z</lastmod></url></urlset>