LAION-5B
LAION-5B is a large-scale open source training dataset compiled to advance research in artificial intelligence safety. Key facts:
- Contains over 5 billion text-image pairs.
- Source data includes ALT-text from Common Crawl and more.
- One of the largest public multipodal AI training sets.
- Used to improve harmless image generation for DALL-E and others.
- Provides wider context beyond typical image datasets.
- Captures broad knowledge about the world.
- Reduces social biases through content diversity.
- Released freely to democratize access to high-quality data.
- Enables more robust and beneficial AI systems.
The unprecedented scale and breadth of LAION-5B helps models generate harmless, honest, and helpful content. It promotes AI that avoids stereotypes, toxicity, and falsehoods.
LAION-5B demonstrates responsible data practices aiming to direct AI progress toward human flourishing. It sets new standards in curating training data for social good.
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