NVIDIA joins hands with the research teams of Georgia Tech, UMD and HKPU to launch a new visual language model NVEagle. This multi-modal large language model (MLLM) can understand images and conduct natural language conversations, making it a super assistant that can "see and speak". It significantly improves the understanding of visual information by converting images into visual markups and combining them with text embeddings, and performs well on multiple benchmarks, such as achieving an average score of 85.9 on OCRBench, surpassing many leading Model. NVEagle provides three versions to meet different task requirements, among which the 13B-Chat version is specially optimized for conversational AI.
For example, it can accurately identify people in pictures and answer questions like "Huang Renxun". However, building such a powerful model also comes with challenges, such as the phenomenon of “hallucination” in high-resolution image processing. The research team successfully overcame these difficulties and achieved accurate processing of complex visual information by exploring different visual encoders and fusion strategies, especially using the Mixed Expert (MoE) mechanism. NVEagle has been released on the Hugging Face platform for the convenience of researchers and developers. Its excellent performance in tasks such as OCR, TextVQA and GQA demonstrates its powerful visual understanding and language generation capabilities, setting a new benchmark for the development of visual language models.
Project entrance: https://top.aibase.com/tool/eagle
demo:https://huggingface.co/spaces/NVEagle/Eagle-X5-13B-Chat
Highlight:
NVEagle is a new generation visual language model launched by NVIDIA, designed to improve the understanding of complex visual information.
The model contains three versions, which are suitable for different tasks. The 13B-Chat version focuses on conversational AI.
?Across multiple benchmarks, the Eagle model outperforms many existing leading models, demonstrating superior performance.
All in all, the emergence of NVEagle marks a major breakthrough in visual language model technology. Its powerful performance and ease of use will bring innovation to many application scenarios and promote the further development of artificial intelligence technology. We look forward to wider applications and more in-depth research on NVEagle in the future.