MT Bench

What is MT Bench ?

MT Bench is a benchmarking tool designed for evaluating and comparing the performance of multiple AI models in the domain of Question Answering. It allows users to input questions and analyze the responses generated by different AI models, providing a comprehensive comparison of their outputs.

Features

• Multi-Model Support: Test and compare responses from multiple AI models in a single interface. • Detailed Response Comparison: View side-by-side outputs from different models for easy evaluation. • Real-Time Evaluation: Get instant results as you input questions and run benchmarks. • Customizable Parameters: Adjust settings like model versions and input formats to tailor your comparisons. • Result Visualization: Access graphical representations and summaries of model performance.

How to use MT Bench ?

1. Select Models: Choose the AI models you want to compare from the available options.
2. Input Questions: Enter the questions you want to evaluate.
3. Run Benchmark: Execute the benchmarking process to generate responses from the selected models.
4. Analyze Results: Review the outputs, comparing accuracy, relevance, and quality.
5. Export Results: Save or share the results for further analysis or reporting.

Frequently Asked Questions

What models does MT Bench support?
MT Bench supports a wide range of state-of-the-art AI models, including popular ones like GPT, ChatGPT, and PaLM. The list of supported models is regularly updated.

Can I customize the questions I input?
Yes, MT Bench allows you to fully customize the questions you input for evaluation. This ensures that you can test the models on specific scenarios or topics.

How are the results visualized?
Results are presented in a user-friendly format, including side-by-side comparisons and summary statistics. Visualizations like bar charts or heatmaps may also be used to highlight performance differences.