This technical report presents the implementation of a state-of-the-art video encoder for video-text modal alignment and a video conversation framework called HiLight, which features dual visual towers. The work is divided into two main parts: 1.alignment of video and text modalities; 2.convenient and efficient way to interact with users. Our goal is to address the task of video comprehension in the context of billiards. The report includes a discussion of the concepts and the final solution developed during the task's implementation.

翻译：本技术报告介绍了一种用于视频-文本模态对齐的先进视频编码器实现，以及一个名为HiLight的双视觉塔视频对话框架。该工作主要分为两部分：1.视频与文本模态的对齐；2.与用户便捷高效的交互方式。我们的目标是在台球场景下解决视频理解任务。报告讨论了任务实施过程中的相关概念及最终开发的解决方案。