Teach, test, evaluate language models with MTEB Arena
Display leaderboard of language model evaluations
Evaluate LLM over-refusal rates with OR-Bench
Evaluate model predictions with TruLens
Run benchmarks on prediction models
Request model evaluation on COCO val 2017 dataset
View LLM Performance Leaderboard
Display genomic embedding leaderboard
Browse and submit language model benchmarks
View and submit LLM benchmark evaluations
Browse and submit LLM evaluations
Load AI models and prepare your space
Display and submit language model evaluations
MTEB Arena is a powerful open-source platform designed for benchmarking and evaluating language models. It provides a comprehensive environment to teach, test, and evaluate AI models, enabling users to assess performance across various tasks and datasets. With MTEB Arena, users can easily create custom benchmarking tasks, run evaluations, and compare results.
Install MTEB Arena:
Configure Your Task:
Run the Benchmark:
Analyze Results:
What is MTEB Arena used for?
MTEB Arena is used for benchmarking and evaluating language models. It allows users to create custom tasks, run evaluations, and analyze results to compare model performance.
Can I use MTEB Arena with any language model?
Yes, MTEB Arena supports a wide range of language models. It is compatible with models from popular libraries like Hugging Face Transformers and other custom models.
How do I install MTEB Arena?
To install MTEB Arena, clone the repository from GitHub or use pip. Follow the installation instructions in the documentation to set up the platform and its dependencies.