MiniGPT-4 vs LLaVA 1.6
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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 1.6
LLaVA 1.6 is an open-weight, vision-language model developed by researchers from the University of Wisconsin–Madison and collaborating institutions. Released in early 2024, this iteration improves upon LLaVA 1.5 by supporting higher-resolution image inputs, which significantly enhances its optical character recognition (OCR) capabilities. The model processes visual and textual data concurrently to...
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