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cs.LG2024★ 1 cited
AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees
William Fleshman, Aleem Khan, Marc Marone +1
Large language models (LLMs) are increasingly capable of completing knowledge intensive tasks by recalling information from a static pretraining corpus. Here we are concerned with…
cs.LG2023★ 5 cited
Data Portraits: Recording Foundation Model Training Data
Marc Marone, Benjamin Van Durme
Foundation models are trained on increasingly immense and opaque datasets. Even while these models are now key in AI system building, it can be difficult to answer the straightforw…