TGIF #20: Democratizing AI Training with Heterogeneous SparseLoCo
SUMMARY: On TGIF #20, Covenant Labs announced Templar’s latest evolution in decentralized training, moving toward a “unified training” paradigm that combines data and model parallelism. By integrating their state-of-the-art SparseLoCO algorithm with new model-sharding techniques, Templar is now capable of harnessing the internet’s “long tail” of compute, allowing consumer-grade GPUs (Graphics Processing Units) and even…