Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
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Enhancing Instruction Following in Large Vision Models
This chapter delves into the methodology of instruction tuning for large language models like Sora, focusing on improving the model's ability to follow text instructions and generate videos that meet user needs accurately. It discusses training a video captioner to produce high-quality video descriptions and utilizing prompt engineering to guide AI models like Sora in creating visually striking and narrative-driven videos. Furthermore, the chapter addresses the challenges of model truthfulness, fairness, privacy preservation, and security in deploying large vision models.
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