Generate high-quality training data from just a few examples
prompt
: The input text used to generate a responsecompletion
: The generated response or continuationsource
: Origin of the example (original
or synthetic
)prompts
and their
corresponding completions
based on your original examples.
augmentation_strategy: "single_pass"
num_samples_to_generate
(e.g. 50)gpt-4o-mini
)AugmentationConfig
in our
AugmentationConfig
documentation.gpt-4o-mini
gpt-4o-2024-08-06
gpt-4-turbo
gpt-4-1106-preview
gpt-4-0125-preview
Initialize the Predibase Client
Connect and Reference Seed Dataset
Generate Synthetic Data
Datasets
tab in the UI.Optional Operations