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cs.LG2025
Apple Intelligence Foundation Language Models: Tech Report 2025
Ethan Li, Anders Boesen Lindbo Larsen, Chen Zhang +395
We introduce two multilingual, multimodal foundation language models that power Apple Intelligence features across Apple devices and services: i a 3B-parameter on-device model opti…
cs.LG2014★ 11 cited
Skip-gram Language Modeling Using Sparse Non-negative Matrix Probability Estimation
Noam Shazeer, Joris Pelemans, Ciprian Chelba
We present a novel family of language model (LM) estimation techniques named Sparse Non-negative Matrix (SNM) estimation. A first set of experiments empirically evaluating it on th…