After the new crown epidemic, the way people work has changed dramatically, with the rise of telecommuting, distance learning, chatGPT,Sora, and other big voice models for our lives.Home office, distance learning, etc. all need material, YouTube is a good material base, so saving YouTube videos is very necessary.

Automatically generating large models of video without saving the video is not possible with current technology. Video models like Sora typically require a large dataset of videos to train on, and processing and storing these videos is a significant challenge.That's why YouTube downloader are so important!

There are several reasons why saving the video is necessary:

Data storage: Videos require a large amount of storage space, and processing them in real-time can be computationally expensive. Saving the video allows the model to store the data and process it in batches, making it more efficient.
Data processing: Video processing requires significant computational resources, including CPU, GPU, and memory. Saving the video allows the model to process the data in parallel, reducing the computational load.
Model training: Training a video model like Sora requires a large dataset of videos to learn from. Saving the video allows the model to learn from the data and improve its performance over time.
Data augmentation: Saving the video allows the model to apply data augmentation techniques, such as rotation, flipping, or color jittering, to increase the diversity of the training data.
To overcome the storage and processing challenges, researchers and developers use various techniques, such as:

Video compression: Compressing videos to reduce storage requirements while maintaining quality.