The problem Text2Video Model Creation with Livepeer solves

FLock addresses the challenge of decentralized generative model development, particularly in the realm of text-to-video conversion. It leverages community collaboration for the improvement and fine-tuning of these models by enabling users to contribute prompts, generate videos, and provide feedback. By integrating Livepeer's decentralized streaming infrastructure, FLock ensures a scalable, cost-effective solution for hosting and streaming the generated videos, facilitating a transparent and democratic feedback and voting process.

Challenges I ran into

User Engagement: Maintaining high levels of community engagement and participation to continually improve the models.
Feedback Implementation: Effectively incorporating community feedback into model fine-tuning in a way that genuinely improves the text-to-video models.
Decentralization: Maintaining the decentralized nature of the platform while ensuring reliability, performance, and user experience on par with centralized solutions.