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AutoArena

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AutoArena is an innovative open-source tool that streamlines the process of evaluating various generative AI systems. By utilizing large language models (LLMs) as judges, AutoArena automates head-to-head assessments, allowing users to rank different GenAI methodologies effectively. It offers functionalities to fine-tune custom judge models, generate leaderboards with Elo scores, and support diverse judge configurations. By enabling cloud collaboration, AutoArena enhances teamwork on evaluations and provides a robust platform for continuous integration setups in the AI landscape.
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How AutoArena Works In 3 Steps?

  1. Select AI Systems to Evaluate

    Choose the generative AI systems for comparison in AutoArena.

  2. Initiate Evaluation Process

    Start the automated assessment to rank the selected AI systems.

  3. Review Assessment Results

    Examine the ranked outcomes generated by AutoArena for insights.

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Direct Comparison

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AutoArena: Features, Advantages & FAQs

Explore everything you need to know about AutoArena

Core Features
  • Automated evaluations using LLM judges
  • Fine-tuning for custom judges
  • Generation of Elo score leaderboards
  • Support for multiple judge models
  • Cloud collaboration for evaluations
  • User-friendly interface for inputting prompts.
Advantages
  • Open-source and free for personal use
  • Highly customizable with tailored judge models
  • Facilitates collaborative evaluation
  • Supports integration with CI/CD tools
  • Detailed leaderboard generation for insights.
Use Cases
  • Compare performance of various LLMs
  • Evaluate different prompts in real-time
  • Implement continuous evaluation in integration workflows
  • Conduct AI system assessments for research
  • Benchmark various generative AI solutions
  • Foster collaborative model evaluations.

Frequently Asked Questions

Is AutoArena free to use?

Yes, AutoArena is open-source and free for students and researchers.

Can I run AutoArena locally?

Yes, you can install AutoArena locally for evaluations.

What types of models can I use with AutoArena?

AutoArena supports a variety of generative AI models for evaluation.

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