Archive

2025  12

October  1

Python in practice

October 10, 2025 路 3 min 路 551 words

September  4

Pydata MCR talk on training LLMs

September 25, 2025 路 1 min 路 145 words

Pydantic Logfire is awesome 馃敟

September 20, 2025 路 5 min 路 952 words

Distributed communication for GPUs (part 2)

September 13, 2025 路 13 min 路 2567 words

Distributed communication for GPUs (part 1)

September 9, 2025 路 11 min 路 2146 words

August  1

Authenticating AWS with EKS

August 16, 2025 路 3 min 路 584 words

June  2

Choosing a batch size and provider for LLM training

June 27, 2025 路 4 min 路 756 words

Ultra-scale Playbook - ZeRO Sharding

June 21, 2025 路 8 min 路 1518 words

May  1

Ultra-scale Playbook - Data Parallelism

May 17, 2025 路 5 min 路 945 words

April  3

Ultra-scale Playbook - Train on a single GPU

April 27, 2025 路 4 min 路 801 words

TIL this week

April 25, 2025 路 1 min 路 174 words

Hello World 馃憢

April 20, 2025 路 1 min 路 36 words