Summary of Monde: Mixture Of Near-data Experts For Large-scale Sparse Models, by Taehyun Kim et al.
MoNDE: Mixture of Near-Data Experts for Large-Scale Sparse Modelsby Taehyun Kim, Kwanseok Choi, Youngmock Cho,…
Summary of Enhancing Fast Feed Forward Networks with Load Balancing and a Master Leaf Node, by Andreas Charalampopoulos et al.
Enhancing Fast Feed Forward Networks with Load Balancing and a Master Leaf Nodeby Andreas Charalampopoulos,…
Summary of A Provably Effective Method For Pruning Experts in Fine-tuned Sparse Mixture-of-experts, by Mohammed Nowaz Rabbani Chowdhury et al.
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Expertsby Mohammed Nowaz Rabbani Chowdhury,…
Summary of Wasserstein Distances, Neuronal Entanglement, and Sparsity, by Shashata Sawmya et al.
Wasserstein Distances, Neuronal Entanglement, and Sparsityby Shashata Sawmya, Linghao Kong, Ilia Markov, Dan Alistarh, Nir…
Summary of Revisiting Moe and Dense Speed-accuracy Comparisons For Llm Training, by Xianzhi Du et al.
Revisiting MoE and Dense Speed-Accuracy Comparisons for LLM Trainingby Xianzhi Du, Tom Gunter, Xiang Kong,…
Summary of Unchosen Experts Can Contribute Too: Unleashing Moe Models’ Power by Self-contrast, By Chufan Shi et al.
Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrastby Chufan Shi, Cheng Yang,…
Summary of Graph Sparsification Via Mixture Of Graphs, by Guibin Zhang et al.
Graph Sparsification via Mixture of Graphsby Guibin Zhang, Xiangguo Sun, Yanwei Yue, Chonghe Jiang, Kun…
Summary of Dynamic Mixture Of Experts: An Auto-tuning Approach For Efficient Transformer Models, by Yongxin Guo et al.
Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Modelsby Yongxin Guo, Zhenglin Cheng,…
Summary of Mixture Of Experts Meets Prompt-based Continual Learning, by Minh Le et al.
Mixture of Experts Meets Prompt-Based Continual Learningby Minh Le, An Nguyen, Huy Nguyen, Trang Nguyen,…
Summary of Statistical Advantages Of Perturbing Cosine Router in Mixture Of Experts, by Huy Nguyen et al.
Statistical Advantages of Perturbing Cosine Router in Mixture of Expertsby Huy Nguyen, Pedram Akbarian, Trang…