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open-llm-leaderboard/open_llm_leaderboard

sourceHugging Faceapache-2.0updated 4mo agoView on Hugging Face

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App README

Open LLM Leaderboard

Modern React interface for comparing Large Language Models (LLMs) in an open and reproducible way.

Features

—📊 Interactive table with advanced sorting and filtering
—🔍 Semantic model search
—📌 Pin models for comparison
—📱 Responsive and modern interface
—🎨 Dark/Light mode
—⚡️ Optimized performance with virtualization

Architecture

The project is split into two main parts:

Frontend (React)

frontend/
├── src/
│   ├── components/     # Reusable UI components
│   ├── pages/         # Application pages
│   ├── hooks/         # Custom React hooks
│   ├── context/       # React contexts
│   └── constants/     # Constants and configurations
├── public/            # Static assets
└── server.js          # Express server for production

Backend (FastAPI)

backend/
├── app/
│   ├── api/           # API router and endpoints
│   │   └── endpoints/ # Specific API endpoints
│   ├── core/          # Core functionality
│   ├── config/        # Configuration
│   └── services/      # Business logic services
│       ├── leaderboard.py
│       ├── models.py
│       ├── votes.py
│       └── hf_service.py
└── utils/             # Utility functions

Technologies

Frontend

—React
—Material-UI
—TanStack Table & Virtual
—Express.js

Backend

—FastAPI
—Hugging Face API
—Docker

Development

The application is containerized using Docker and can be run using:

bash

docker-compose up