> ## Documentation Index
> Fetch the complete documentation index at: https://docs.reverieresearch.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Introduction

> A training and fine-tuning tool for bio foundation models.

## 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

<CardGroup cols={2}>
  <Card title="Model Training" icon="brain">
    Train classifiers on clinical data with foundation model embeddings.
  </Card>

  <Card title="Data Processing" icon="database">
    Support for MEDS-format clinical data (ICD-10, RxNorm, LOINC codes).
  </Card>

  <Card title="Evaluation" icon="chart-line">
    Comprehensive evaluation metrics including AUC, accuracy, and more.
  </Card>

  <Card title="Web UI" icon="window">
    Browser-based interface for uploading data, configuring training, and viewing results.
  </Card>
</CardGroup>

## Getting Started

Get up and running with Reverie in minutes.

<CardGroup cols={2}>
  <Card title="Quickstart" icon="rocket" href="/quickstart">
    Install Reverie and run your first training pipeline.
  </Card>

  <Card title="Standard Model Bio" icon="file" href="/foundation-models/standard-model-bio">
    Learn model-specific requirements and data format.
  </Card>
</CardGroup>