Mixture
Artificial Intelligence
EAGLE: Exploring the Design Space for Multimodal Large Language Models with a Mixture of Encoders
The flexibility to accurately interpret complex visual information is a vital focus of multimodal large language models (MLLMs). Recent work shows that enhanced visual perception significantly reduces hallucinations and improves performance on resolution-sensitive tasks,...
Artificial Intelligence
Navigating Cost-Complexity: Mixture of Thought LLM Cascades Illuminate a Path to Efficient Large Language Model Deployment
What if I told you that you can save 60% or more off of the associated fee of your LLM API spending without compromising on accuracy? Surprisingly, now you may.Large Language Models (LLMs) are...
Artificial Intelligence
The Evolving Landscape of Generative AI: A Survey of Mixture of Experts, Multimodality, and the Quest for AGI
The sector of artificial intelligence (AI) has seen tremendous growth in 2023. Generative AI, which focuses on creating realistic content like images, audio, video and text, has been on the forefront of those advancements....
Artificial Intelligence
Mistral AI’s Latest Mixture of Experts (MoE) 8x7B Model
Mistral AI which is a Paris-based open-source model startup has challenged norms by releasing its latest large language model (LLM), MoE 8x7B, through an easy torrent link. This contrasts Google's traditional approach with their...
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