MiniGPT-4 vs LLaVA 1.5
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MiniGPT-4
MiniGPT-4 is a vision-language model introduced in 2023 by researchers at King Abdullah University of Science and Technology (KAUST). It aligns a frozen visual encoder derived from BLIP-2 with a frozen Vicuna large language model using a single linear projection layer trained on a comparatively small dataset of image-text pairs. The project demonstrated that detailed multi-modal capabilities resem...
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LLaVA 1.5
LLaVA 1.5 is an open-weight multimodal large language model developed by researchers at the University of Wisconsin-Madison and released in 2023. The architecture connects a CLIP vision encoder to the Vicuna language model through an MLP projection layer, enabling the model to process and reason about visual information alongside text. LLaVA 1.5 achieved strong results on visual question-answering...
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