Deep LearningExplore the internal mechanics of MegaTrain, the trending deep learning framework that leverages extreme host memory offloading and asynchronous streaming to train massive foundation models on a single GPU.
Deep LearningMIT researchers recently unveiled CompreSSM, a groundbreaking algorithm that compresses State-Space Models directly during training. By leveraging classical control theory, it delivers a massive 4x speedup and cuts compute costs without sacrificing model performance.
Deep LearningMeta AI has released TRIBE v2 on Hugging Face as a groundbreaking foundation model acting as a digital twin of human neural activity. This architecture leverages zero-shot generalization to forecast brain responses to complex stimuli, bridging the gap between computational neuroscience and deep learning.
