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Tencent Youtu Lab has collaborated with the research team at Shanghai Jiao Tong University to introduce a revolutionary knowledge enhancement method, paving new avenues for optimizing large models. This innovative technology discards the limitations of traditional model fine-tuning, directly extracting knowledge from open-source data, significantly simplifying the model optimization process, and achieving outstanding performance that surpasses existing state-of-the-art technologies (SOTA) across multiple tasks. In recent years, while large language models (LLMs) have made significant progress in various fields, they still face numerous challenges in practical applications. Traditional model fine-tuning methods...

Tencent's YouTu Lab and other institutions have released the first open source multimodal large language model VITA, aimed at bridging the gap in processing Chinese dialects. Based on the Mixtral8×7B model, VITA expands the Chinese vocabulary and undergoes bilingual instruction fine-tuning, mastering both English and Chinese. Key features include: 1. **Multimodal Understanding**: VITA can handle video, images, text, and audio, which is unprecedented among open source models. 2. **Natural Interaction**: No specific wake words are required, allowing for instant response while maintaining polite and non-intrusive communication.