Hotshot is a cutting-edge technology product developed by a team of innovators, focusing on advanced video generation using large-scale diffusion transformer models.
What Hotshot Does
Hotshot is designed to generate high-quality videos from text prompts, leveraging the power of artificial intelligence and machine learning. It serves as the foundation for upcoming consumer products, particularly in the realm of text-to-video conversion.Key Features and Functionality
Prompt Alignment and Consistency
Hotshot excels in prompt alignment and consistency, ensuring that the generated videos closely match the input text prompts. This consistency is a significant advantage over other text-to-video models, with users preferring Hotshot’s results 70% of the time in evaluations.Extensibility
Hotshot is highly extensible, capable of handling longer durations, higher resolutions, and additional modalities. This flexibility allows for a wide range of applications, from short clips to more complex video content.Video Generation Models
Hotshot has developed several models, including:- Hotshot-XL: This model generates 1-second videos at 8 frames per second. It was open-sourced after its development and is now used by approximately 20,000 new developers and artists each month.
- Hotshot Act-One: This model generates 3-second videos at 8 frames per second and was trained on a significantly scaled-up video dataset of 200 million densely captioned videos. This model showcases advancements in compute at scale, distributed training, and high-resolution diffusion models.