Matthew Gunton – Medium

Matthew Gunton

Published in

Data Science Collective

Grids, Threadblocks, and Kernel Programming

A Quick Explanation of the Basics of CUDA Coding

Jun 20

Grids, Threadblocks, and Kernel Programming

Jun 20

Luminal Internal Representation Explained

Going Through How Luminal Represents and CodeGens Naive Matmul

Jun 18

Luminal Internal Representation Explained

Jun 18

Published in

Data Science Collective

Online Softmax to Flash Attention — and Why it Matters

Connecting the Key Optimizations from Online Softmax to Flash Attention

May 26

Online Softmax to Flash Attention — and Why it Matters

May 26

What Working at Amazon Taught Me

and what I had to learn on my own

May 23

What Working at Amazon Taught Me

May 23

Published in

Data Science Collective

PyTorch Tensors Explained

From Memory Usage to AutoGrad in PyTorch

May 10

PyTorch Tensors Explained

May 10

Exploring How DINOv2 was Trained

Diving Deep into the Loss Equations and Data Pipeline Meta Used

Mar 9

Exploring How DINOv2 was Trained

Mar 9

Published in

TDS Archive

Exploring DeepSeek’s R1 Training Process

Open-Source Intelligence on Par with Proprietary Models

Jan 29

Exploring DeepSeek’s R1 Training Process

Jan 29

Published in

TDS Archive

Apollo and Design Choices of Video Large Multimodal Models (LMMs)

Let’s Explore Major Design Choices from Meta’s Apollo Paper

Jan 23

Apollo and Design Choices of Video Large Multimodal Models (LMMs)

Jan 23

Step-By-Step, Let’s Fine-Tune Flux.1

Fine-Tuning Black Forest’s Vision Transformer Flux.1 Dev

Jan 22

Step-By-Step, Let’s Fine-Tune Flux.1

Jan 22

Published in

TDS Archive

LoRA Fine-Tuning On Your Apple Silicon MacBook

Let’s Go Step-By-Step Fine-Tuning On Your MacBook

Nov 20, 2024

LoRA Fine-Tuning On Your Apple Silicon MacBook

Nov 20, 2024

Matthew Gunton

Matthew Gunton

Hi, my name is Matthew Gunton. I like talking about the latest ways technology can be used to improve the world see more of my work: maurelius.com

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