How to adapt a base text model / LLM in Vertex AI using a tuning dataset. Learn how to tune a base model, test the tuned model, and compare its results with the results from the base model.
Related documentation:
Vertex AI base models: https://cloud.google.com/vertex-ai/docs/generative-ai/learn/models#palm-models
Sample JSONL tuning datasets: https://cloud.google.com/vertex-ai/docs/generative-ai/models/tune-text-models-supervised#sample-datasets
Details about text model tuning: https://cloud.google.com/vertex-ai/docs/generative-ai/models/tune-text-models-supervised
JSONL (JSON Lines) format: https://jsonlines.org/
Related article: https://markryan-69718.medium.com/tuning-an-llm-in-vertex-ai-f6e340736461?sk=275e5fb95e9713b9bd200db3ad3d45eb