Archive - Pluralis Research

April 2025

Efficient Asynchronous Low-Bandwidth Training on Heterogenous GPUs

We show asynchronous methods can surpass the synchronous method in DiLoCo training while supporting heterogenous GPUs.

Apr 30 •

Thalaiyasingam Ajanthan

March 2025

A Third Path: Protocol Learning

Developing the true open-source AI

Mar 19 •

October 2024

Article 2: Protocol Learning, Protocol Models and the Great Convergence

Two enormous, previously disparate fields converge and a path towards the largest models to ever be trained is opened.

Oct 13, 2024 •

Pluralis Research

July 2024

Decentralized Training Looms

Collaborative Training of foundation models is closer to actualization than broadly understood. The popular view that low bandwidth node-to-node…

Jul 8, 2024 •

Pluralis Research

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