¹ SSAIL Lab, University of Illinois Urbana-Champaign, ² Anyscale, ³ Snowflake TL;DR: AutoSP automatically converts standard transformer training code into sequence-parallel code for long-context LLM training across multiple GPUs. Integrated…
Reproducibility is an essential requirement for many fields of research including those based on machine learning techniques. However, many machine learning publications are either not reproducible or are difficult to reproduce. With the continued growth in the number of research publications, including tens of thousands of papers now hosted on arXiv and submissions to conferences at an all time h
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