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LLaVA

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About

LLaVA (Large Language and Vision Assistant) is an open-source, end-to-end trained large multimodal model that combines a vision encoder (CLIP ViT-L/14) and the Vicuna large language model. It's trained using a novel dataset of 158k language-image instruction-following samples generated by GPT-4, covering conversations, detailed descriptions, and complex reasoning. LLaVA achieves state-of-the-art accuracy on various benchmarks, demonstrating impressive chat capabilities and visual reasoning skills. The model and code are publicly available.

Platform
Web
Keywords
multimodalinstruction tuning with gpt-4visual instruction tuningllava
Task
visual question answering

Features

open-source model and code

visual and language understanding

multimodal chat abilities

visual instruction tuning

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