Welcome to Reverie
Reverie is a training and fine-tuning tool for bio foundation models. It provides a simple interface for training classifiers on clinical data using state-of-the-art foundation model embeddings.Features
Model Training
Train classifiers on clinical data with foundation model embeddings.
Data Processing
Support for MEDS-format clinical data (ICD-10, RxNorm, LOINC codes).
Evaluation
Comprehensive evaluation metrics including AUC, accuracy, and more.
Web UI
Browser-based interface for uploading data, configuring training, and viewing results.
Getting Started
Get up and running with Reverie in minutes.Quickstart
Install Reverie and run your first training pipeline.
Standard Model Bio
Learn model-specific requirements and data format.