title: MTEB Leaderboard emoji: 🥇 colorFrom: blue colorTo: indigo sdk: gradio sdk_version: 4.20.0 app_file: app.py pinned: false tags:
This repository contains the code for pushing and updating the MTEB leaderboard daily.
| Relevant Links | Decription |
|---|---|
| mteb | The implementation of the benchmark. Here you e.g. find the code to run your model on the benchmark. |
| leaderboard | The leaderboard itself, here you can view results of model run on MTEB. |
| results | The results of MTEB is stored here. Though you can publish them to the leaderboard adding the result to your model card. |
To setup the repository:
git clone https://github.com/embeddings-benchmark/leaderboard.git
cd leaderboard
# install requirements
pip install -r requirements.txt
# fetch new results
# python refresh.py
# if you'd like to add results to previously cached models, you may have to remove these models in `EXTERNAL_MODEL_RESULTS.json`
# you can also directly delete `EXTERNAL_MODEL_RESULTS.json` and it will recreate it (but be much slower)
# run the leaderboard
python app.py