Welcome to Predibase!
Predibase is a low-code AI platform built for developers. Train, finetune, and deploy any model, from linear regression to large language models. Predibase is built on top of the open source ML framework Ludwig.
To get started, you'll just need an API token:
- Navigate to the Settings page and click Generate API Token.
- In a terminal window, download the Predibase SDK:
pip install -U predibase - Run
pbase loginand paste in the API token you generated above.
# First-time setup to provide your API token
$ pbase login
API Token: ...
🚀 Welcome to Predibase, 'username'!
Quickstart Guides​
🦙 LLM Fine-Tuning
Deploy Llama-2-7b to a privately hosted endpoint. Fine-tune it to generate Python code using the CodeAlpaca 20k dataset on a single GPU with QLoRA. Run inference on your newly fine-tuned LLM.
📚 Supervised ML
Train a neural network to predict movie review sentiment from the review content as well as multi-modal metadata including movie title, genre, runtime, etc. using the Rotten Tomatoes dataset. Evaluate the performance of the model, dive into model explainability, and run batch prediction.
Contact Us​
Reach out to us via the in-app chat feature or support@predibase.com for any questions, comments, or concerns.