I gave a talk at the MLSys conference in May this year, touching on various topics, including large-scale ML training systems, abstractions for embedding ML choices in computer systems, and CO2e emissions of language model training. https://
mlsys.org/virtual/2024/i
nvited-talk/2592
…
Large-Scale ML Training Systems and Language Model CO2e Emissions
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