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Modular: Matrix Multiplication on Blackwell: Part 4 - Breaking SOTA

Modular · published 19 September 2025

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First cited: 15 Aug 2026
Most recent: 15 Aug 2026
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cudaforfun.substack.com

Outperforming cuBLAS on NVFP4 Read at the source ↗

15 Aug 2026

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https://github.com/modular/modular/tree/main/max/kernels/test/gpu/linalg/matmul_blackwell_iterative

github.com

Modular: Matrix Multiplication on Blackwell: Part 3 - The Optimizations Behind 85% of SOTA Performance Read at the source ↗

https://github.com/modular/modular/blob/main/max/kernels/test/gpu/linalg/matmul_blackwell_iterative/8_clc_tmem_ping.mojo

github.com

https://github.com/modular/modular/blob/main/max/kernels/src/linalg/matmul_tile_scheduler.mojo

github.com

https://github.com/modular/modular/blob/main/max/kernels/src/linalg/matmul_tile_scheduler_sm100.mojo

github.com

https://builds.modular.com/models/gemma-3-it/27B

builds.modular.com

https://github.com/modular/modular/blob/main/max/kernels/benchmarks/autotune/README.md

github.com

Modular: Matrix Multiplication on Blackwell: Part 1 - Introduction Read at the source ↗

Modular: Matrix Multiplication on Blackwell: Part 2 - Using Hardware Features to Optimize Matmul Read at the source ↗

https://www.modular.com/matrix-multiplication-on-blackwell

modular.com