elvis@omarsar0

3 years ago

Branch-Train-MiX This new work proposes mixing expert LLMs into a Mixture-of-Experts LLM as a more compute-efficient approach for training LLMs. It's shown to be more efficient than training a larger generalist LLM or several separate specialized LLMs. The approach, BTX,… https://t.co/yTfC6qNeHu

AI Bites | YouTube Channel@ai_bites

3 years ago

current LLVMs have disregarded the detailed and comprehensive real-world scene understanding available from specialized computer vision (CV) models in visual perception tasks such as segmentation, detection, etc. Mixture of All Intelligence(MoAI) leverages auxiliary visual… https://t.co/VpoKBH3vDc

[CL] Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM S Sukhbaatar, O Golovneva, V Sharma, H Xu… [FAIR at Meta] (2024) https://t.co/RGTD5riMc1 - Branch-Train-MiX (BTX) is a method for efficiently training Large Language Models (LLMs) to possess capabilities in… https://t.co/Niy0DebmKj