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Recently, research teams from Peking University announced the release of an open-source multimodal model called LLaVA-o1, which is claimed to be the first visual language model capable of spontaneous and systematic reasoning, comparable to GPT-o1. The model excels in six challenging multimodal benchmark tests, with its 11B parameter version outperforming competitors such as Gemini-1.5-pro, GPT-4o-mini, and Llama-3.2-90B-Vision-Instruct.

On September 21, 2024, the Huazhi Large Model Industry Application Seminar co-hosted by CNKI and Huawei Cloud was held in Shanghai, where the Huazhi Large Model 5.0 version was released. This version has undergone comprehensive upgrades in application scenarios, inference capabilities, and content generation credibility, and has introduced new applications such as Smart PPT, AI Technology Search, Huazhi APP, and 3D Holographic Interactive Digital Humans.

Deep learning researchers have found that the performance of language models in logical reasoning remains a significant challenge. Recent research reveals that the order of premises in tasks has a significant impact on the logical reasoning performance of language models. The findings may guide experts in their decisions when using language models for fundamental reasoning tasks.