In the fields of artificial intelligence and information processing, multimodal document semantic understanding technology is becoming a key engine driving the evolution of intelligent systems. A ...

In the past few years, artificial intelligence (AI) has made significant progress, achieving numerous breakthroughs in areas such as image recognition, speech-to-text, and language translation.

Recent years have witnessed AI evolve beyond single-mode systems to generate multiple streams of information for multiple modalities, including images, text, audio, video, and more, that too, within ...

Artificial intelligence is evolving into a new phase that more closely resembles human perception and interaction with the world. Multimodal AI enables systems to process and generate information ...

French AI startup Mistral has dropped its first multimodal model, Pixtral 12B, capable of processing both images and text. The 12-billion-parameter model, built on Mistral’s existing text-based model ...

According to the research, finetuning is also critical to enhancing the higher-order capabilities of MLLMs. Pretraining gives models broad exposure to multimodal data but does not guarantee the ...

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