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Welcome to LMM-Vibes

LMM-Vibes is a comprehensive framework for working with Large Language Models (LLMs) and evaluating their performance across various tasks and datasets.

What is LMM-Vibes?

LMM-Vibes provides tools and utilities for:

  • Model Evaluation: Comprehensive evaluation metrics and benchmarks
  • Data Processing: Tools for handling conversation data and model outputs
  • Visualization: Interactive dashboards and analysis tools
  • Research Support: Utilities for reproducible research workflows

Quick Start

# Install the package
pip install -e .

# Run a basic evaluation
python -m lmmvibes.evaluate --model your-model --dataset your-data

Key Features

  • 🚀 Easy Setup: Simple installation and configuration
  • 📊 Rich Metrics: Comprehensive evaluation metrics
  • 🎯 Flexible: Support for various model types and datasets
  • 📈 Visualization: Built-in plotting and analysis tools
  • 🔬 Research Ready: Designed for reproducible research

Getting Started

Check out our Installation Guide to get up and running quickly, or dive into the User Guide for detailed usage instructions.

Contributing

We welcome contributions! See our Contributing Guide for details on how to get involved.

Documentation