Ultrascale Playbook - Tensor and Sequence Parallelism

Notes on training LLMs using tensor and sequence parallelism

November 11, 2025 · 12 min · 2428 words

Ultrascale Playbook - Pipeline Parallelism

Notes on training LLMs using pipeline parallelism

October 25, 2025 · 14 min · 2945 words

Pydata MCR talk on training LLMs

My talk on training LLMs at Pydata MCR

September 25, 2025 · 1 min · 145 words

Distributed communication for GPUs (part 2)

Introduction to collective communication operations used for distributed training.

September 13, 2025 · 13 min · 2568 words

Distributed communication for GPUs (part 1)

Introduction to distributed communication for GPUs.

September 9, 2025 · 11 min · 2147 words