Smaller AI Model Outperforms Larger Rivals In Image Understanding
LLaVA-MORE study mixes & matches AI experts for image understanding, achieving state-of-the-art results with LLaMA-3-8B & EVA-CLIP combo.
This is a Plain English Papers summary of a research paper called Smaller, Smarter AI Vision: 8B Model Outperforms Larger Rivals in Image Understanding. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview LLaVA-MORE explores how different LLMs and visual backbones affect multimodal AI models Compares Vicuna, LLaMA-3, Mistral, and Yi language models with CLIP ViT-L/14 and EVA-CLIP visual backbones Introduces novel training data and curriculum learning approach Achieves state-of-the-art results across major visual instruction benchmarks L...