Triton

Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels featured image

Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels

Published on Towards Data Science

Ryan Pégoud

• Jan 16, 2026 • 1 min read

Learning Triton One Kernel at a Time: Softmax featured image

Learning Triton One Kernel at a Time: Softmax

Published on Towards Data Science

Ryan Pégoud

• Nov 23, 2025 • 1 min read

Learning Triton One Kernel At a Time: Matrix Multiplication featured image

Learning Triton One Kernel At a Time: Matrix Multiplication

Published on Towards Data Science

Ryan Pégoud

• Oct 15, 2025 • 1 min read

Learning Triton One Kernel At a Time: Vector Addition featured image

Learning Triton One Kernel At a Time: Vector Addition

Published on Towards Data Science

Ryan Pégoud

• Sep 27, 2025 • 1 min read