Question: What is the vision encoder of the model LLaVA-OneVision?
Date: 2024-08-05

Search results:

LLaVA-OneVision: Easy Visual Task Transfer
We present LLaVA-OneVision, a family of open large multimodal models (LMMs) developed by consolidating our insights into data, models, and visual representations in the LLaVA-NeXT blog series.Our experimental results demonstrate show that LLaVA-OneVision is the first single model that can simultaneously push the performance boundaries of open LMMs in three important computer vision scenarios ...

LLaVA-OneVision: Easy Visual Task Transfer - arXiv.org
LLaVA-OneVision is an open model, continuing to advance the line of research in building large vision-and-language assistant (LLaVA) that can follow diverse instructions to complete a variety of computer vision tasks in the wild. As a cost-efficient recipe, it is typically developed by connecting vision encoders with large language models (LLM ...

[2408.03326] LLaVA-OneVision: Easy Visual Task Transfer - arXiv.org
We present LLaVA-OneVision, a family of open large multimodal models (LMMs) developed by consolidating our insights into data, models, and visual representations in the LLaVA-NeXT blog series. Our experimental results demonstrate that LLaVA-OneVision is the first single model that can simultaneously push the performance boundaries of open LMMs in three important computer vision scenarios ...

LLaVA-OneVision: Easy Visual Task Transfer
LLaVA-OneVision builds on previous work in the LLaVA series of models. It uses a minimalist design that combines a large language model (LLM) with a vision encoder, connected by a simple projection module.

(PDF) LLaVA-OneVision: Easy Visual Task Transfer - ResearchGate
Our experimental results demonstrate that LLaVA-OneVision is the first single model that can simultaneously push the performance boundaries of open LMMs in three important computer vision ...

LLaVA-OneVision: Easy Visual Task Transfer | Papers With Code
We present LLaVA-OneVision, a family of open large multimodal models (LMMs) developed by consolidating our insights into data, models, and visual representations in the LLaVA-NeXT blog series. Our experimental results demonstrate that LLaVA-OneVision is the first single model that can simultaneously push the performance boundaries of open LMMs ...

LLaVA: Large Language and Vision Assistant - Microsoft Research
LLaVA represents a cost-efficient approach to building general-purpose multimodal assistant. It is a novel end-to-end trained large multimodal model that combines a vision encoder and Vicuna for general-purpose visual and language understanding, achieving impressive chat capabilities mimicking spirits of the multimodal GPT-4 and setting a new state-of-the-art accuracy on Science QA.

LLaVA-OneVision: Easy Visual Task Transfer - NASA/ADS
We present LLaVA-OneVision, a family of open large multimodal models (LMMs) developed by consolidating our insights into data, models, and visual representations in the LLaVA-NeXT blog series. Our experimental results demonstrate that LLaVA-OneVision is the first single model that can simultaneously push the performance boundaries of open LMMs in three important computer vision scenarios ...

Answer: SigLIP