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cs.LG2024★ 7 cited
DataComp-LM: In search of the next generation of training sets for language models
Jeffrey Li, Alex Fang, Georgios Smyrnis +56
We introduce DataComp for Language Models (DCLM), a testbed for controlled dataset experiments with the goal of improving language models. As part of DCLM, we provide a standardize…
cs.CV2024
Computational Tradeoffs in Image Synthesis: Diffusion, Masked-Token, and Next-Token Prediction
Maciej Kilian, Varun Jampani, Luke Zettlemoyer
Nearly every recent image synthesis approach, including diffusion, masked-token prediction, and next-token prediction, uses a Transformer network architecture. Despite this common…