This repository is an implementation of a distributed system that executes multiple Python scripts in parallel, collects results, and performs post-task processes ...

When doing finetuning with Python the convergence with transformers/FSDP seems to be off. I suspect this is because we are passing in position_ids but it's not properly doing the cross-document ...

Courtesy of PyData NYC, below is an introductory Ray Tutorial on Ray Tasks, Actors, and Ray Objects. This is an introductory and hands-on guided tutorial of Ray2.0 that covers an introductory, ...

Abstract: We present a novel state management mechanism that can be used to capture the complete execution state of distributed Python applications. This mechanism can serve as the foundation for a ...

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