2 papers
cs.LG2025
Block Sparse Flash Attention
Daniel Ohayon, Itay Lamprecht, Itay Hubara +3
Modern large language models increasingly require long contexts for reasoning and multi-document tasks, but attention's quadratic complexity creates a severe computational bottlene…
cs.LG2025
Foldable SuperNets: Scalable Merging of Transformers with Different Initializations and Tasks
Edan Kinderman, Itay Hubara, Haggai Maron +1
Recent methods aim to merge neural networks (NNs) with identical architectures trained on different tasks into a single multi-task model. While most works focus on the simpler setu…