URL-only Variants
Lightweight metadata-only versions — no media files, just URLs and additional metadata
BVD-URLs
The full 1.3B extracted platform-specific URLs from CommonCrawl. The foundation of the entire LAION-BVD collection.
BVD-V-55M-URLs
URL-only version of BVD-V-55M with additional metadata on the 2.4M source videos.
BVD-A-1.7M-URLs
URL-only version of BVD-A-1.7M for lightweight access to the unique-source audio subset.
BVD-A-10M-URLs
URL-only version of BVD-A-10M for lightweight access to the large-scale audio sample.
BVD-I-300M-URLs
URL-only version of BVD-I-300M for lightweight access to the large-scale image frame collection.
Full Collections
Complete datasets including raw media files
BVD-RAW
The raw pool of 80M downloaded videos totaling 10M video hours, sourced from URLs in BVD-URLs.
BVD-V-55M
55M clips extracted via content-aware scene detection from a randomly sampled subset of 2.4M videos from BVD-RAW.
BVD-A-1.7M
1.7M audio clips from BVD-V-55M, sampled for uniqueness of source videos to maximize diversity.
BVD-A-10M
10M audio clips randomly sampled from BVD-V-55M for large-scale audio pre-training.
BVD-I-300M
300M extracted scene-changing frames randomly sampled from BVD-RAW for image-text pre-training.