synthetic data
/sɪnˌθetɪk ˈdeɪtə/
Artificially generated data used for training AI models
synthetic data in a sentence
“Synthetic data augmented our limited real-world examples.”
Origin of synthetic data
From Greek synthetikos (skilled in putting together), from syn- (together) + tithenai (to put)
Related Words
distillation
Training a smaller model to mimic a larger one
quantization
Reducing model precision to decrease size and increase speed
latent space
A representation of compressed data
modality
A particular mode in which something exists or is experienced or expressed
large language model
An AI trained on vast text data to understand and generate language
foundation model
A large model trained on broad data that can be adapted to many tasks